TY - GEN AB - Label noise poses an important challenge in machine learning, especially in deep learning, in which large models with high expressive power dominate the field. Models of that kind are prone to memorizing incorrect labels, thereby harming generalization performance. Many methods have been proposed to address this problem, including robust loss functions and more complex label correction approaches. Robust loss functions are appealing due to their simplicity, but typically lack flexibility, while label correction usually adds substantial complexity to the training setup. In this paper, we suggest to address the shortcomings of both methodologies by "ambiguating" the target information, adding additional, complementary candidate labels in case the learner is not sufficiently convinced of the observed training label. More precisely, we leverage the framework of so-called superset learning to construct set-valued targets based on a confidence threshold, which deliver imprecise yet more reliable beliefs about the ground-truth, effectively helping the learner to suppress the memorization effect. In an extensive empirical evaluation, our method demonstrates favorable learning behavior on synthetic and real-world noise, confirming the effectiveness in detecting and correcting erroneous training labels. AU - Lienen, Julian AU - Hüllermeier, Eyke ID - 45911 T2 - arXiv:2305.13764 TI - Mitigating Label Noise through Data Ambiguation ER - TY - GEN AU - Raeisi Nafchi, Masood ID - 45917 TI - Reconfigurable Random Forest Implementation on FPGA ER - TY - GEN AU - Yadalam Murali Kumar, Nihal ID - 45916 TI - Data Analytics for Predictive Maintenance of Time Series Data ER - TY - JOUR AB - This paper aims to present an approach for the planning of carbon low heat supply in a future district heating system based on open data for German cities with existing district heating networks. One focus is on the integration of industrial waste heat and the uncertainty of future waste heat sources as well as restrictions on the use of biomass. For that purpose, knowledge about the energy demand is necessary. In a first step it is shown how the demand around a heating network is estimated with spatial data and a load profile is generated. Local available heat sources are examined according to their suitability and their kind of integration in the heating network. As heat production from different units are optimised, the development of a simulation model will be presented. The simulation is based on the optimisation of the operational costs of the used technologies for heating supply. Different scenarios covering various technologies and economic assumptions are applied. The results show the levelized costs of heating as well as the ecological performance. A sensitivity analysis shows the importance of uncertainties for the economic assumptions. The results showing levelized costs of heating as well as the ecological performance underlining the advantage of excess heat integration. AU - Divkovic, Denis AU - Knorr, Lukas AU - Meschede, Henning ID - 45931 JF - International Journal of Sustainable Energy Planning and Management KW - Energy Engineering and Power Technology KW - Renewable Energy KW - Sustainability and the Environment KW - Geography KW - Planning and Development SN - 2246-2929 TI - Design approach to extend and decarbonise existing district heating systems - case study for German cities VL - 38 ER - TY - JOUR AB - Abstract An error estimate for a canonical discretization of the harmonic map heat flow into spheres is derived. The numerical scheme uses standard finite elements with a nodal treatment of linearized unit-length constraints. The analysis is based on elementary approximation results and only uses the discrete weak formulation. AU - Bartels, Sören AU - Kovács, Balázs AU - Wang, Zhangxian ID - 45971 JF - IMA Journal of Numerical Analysis KW - Applied Mathematics KW - Computational Mathematics KW - General Mathematics SN - 0272-4979 TI - Error analysis for the numerical approximation of the harmonic map heat flow with nodal constraints ER - TY - JOUR AB - Jede Schwangerschaft bringt physische, psychische und soziale Veränderungen mit sich. Diese können zu Stress und ambivalenten Gefühlen bei Schwangeren führen, die einen starken Einfluss auf das Wohlbefinden und die Gesundheit von Mutter und Kind haben. Zur Förderung eines komplikationslosen Verlaufs der Schwangerschaft wird in der Forschungsliteratur die Stärkung der gesundheitlichen Ressourcen gefordert. Das Zürcher Ressourcen Modell (ZRM) ist ein ressourcenaktivierendes Selbstmanagementtraining, welches nach aktuellen Studienergebnissen die Gefühlsregulierung unterstützen und Stress reduzieren kann. Ziel dieser Studie war die erstmalige Wirksamkeitsprüfung des ZRM in der Schwangerschaft. Angenommen wurde, dass durch die Aktivierung der persönlichen Ressourcen der Schwangeren das Stresserleben reduziert und das subjektive Wohlbefinden gesteigert werden kann. Die Konstrukte „Stress“ und „Wohlbefinden“ wurden anhand von fünf psychometrischen Parametern operationalisiert. Durchgeführt wurde eine quasiexperimentelle unkontrollierte 6‑stündige Online-Interventionsstudie mit dem ZRM im Januar 2021 an N = 32 Schwangeren, basierend auf einem Prä-Post-Follow-up-Design. Zur Überprüfung der gebildeten Hypothesen wurden einfaktorielle Varianzanalysen (rmANOVAs) durchgeführt. Die 1-faktoriellen rmANOVAs ergaben, dass die ZRM-Intervention das Stresserleben allgemein und schwangerschaftsspezifisch sowie das Angsterleben signifikant senken konnte. Handlungsorientierung nach Misserfolg und emotionales Wohlbefinden konnten signifikant gesteigert werden. Hinsichtlich der subjektiven Vitalität ließ sich lediglich deskriptiv eine Steigerung der Werte verzeichnen. Die ZRM-Intervention erwies sich als wirksame Methode zur Optimierung der Stressbewältigung und Steigerung des Wohlbefindens während der Schwangerschaft. Es kann zielführend sein, das ZRM-Training als Ergänzung zur üblichen Geburtsvorbereitung einzusetzen. Zukünftige Forschungsarbeiten sollten v. a. die Übertragbarkeit der Ergebnisse unter Einbindung einer Kontrollgruppe sicherstellen. AU - Schneider, Tamara AU - Weber, Julia AU - Bauer, Nicola H. ID - 45981 JF - Prävention und Gesundheitsförderung KW - Public Health KW - Environmental and Occupational Health SN - 1861-6755 TI - „Löwenstark in der Schwangerschaft!“ Ressourcenaktivierung und Stressreduktion mit dem Zürcher Ressourcen Modell (ZRM®) – eine unkontrollierte Interventionsstudie ER - TY - CONF AB - Variational Quantum Algorithms (VQAs), such as the Quantum Approximate Optimization Algorithm (QAOA) of [Farhi, Goldstone, Gutmann, 2014], have seen intense study towards near-term applications on quantum hardware. A crucial parameter for VQAs is the depth of the variational ansatz used - the smaller the depth, the more amenable the ansatz is to near-term quantum hardware in that it gives the circuit a chance to be fully executed before the system decoheres. This potential for depth reduction has made VQAs a staple of Noisy Intermediate-Scale Quantum (NISQ)-era research. In this work, we show that approximating the optimal depth for a given VQA ansatz is intractable. Formally, we show that for any constant $\epsilon>0$, it is QCMA-hard to approximate the optimal depth of a VQA ansatz within multiplicative factor $N^{1-\epsilon}$, for $N$ denoting the encoding size of the VQA instance. (Here, Quantum Classical Merlin-Arthur (QCMA) is a quantum generalization of NP.) We then show that this hardness persists even in the "simpler" setting of QAOAs. To our knowledge, this yields the first natural QCMA-hard-to-approximate problems. To achieve these results, we bypass the need for a PCP theorem for QCMA by appealing to the disperser-based NP-hardness of approximation construction of [Umans, FOCS 1999]. AU - Bittel, Lennart AU - Gharibian, Sevag AU - Kliesch, Martin ID - 34138 IS - 34 T2 - Proceedings of the 38th Computational Complexity Conference (CCC) TI - The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate VL - 264 ER - TY - CHAP AU - Müller, Inez ED - Böker, Ines ID - 45990 SN - 978-3-8260-7919-1 T2 - Interkulturelle Konstellationen in Literaturwissenschaft und Literaturdidaktik. Festschrift für Michael Hofmann TI - Zur Darstellung der Afrikanischen Europäerin in Geschichte und Gegenwart - Sharon Dodua Otoos Roman 'Adas Raum' ER - TY - CHAP AU - Elrich, Alina AU - Kaimann, Daniel AU - Fahr, René AU - Kundisch, Dennis AU - Mir Djawadi, Behnud AU - Müller, Michelle AU - Poniatowski, Martin AU - Schäfers, Sabrina AU - Frick, Bernd ED - Haake, Claus-Jochen ED - Meyer auf der Heide, Friedhelm ED - Platzner, Marco ED - Wachsmuth, Henning ED - Wehrheim, Heike ID - 45880 T2 - On-The-Fly Computing -- Individualized IT-services in dynamic markets TI - Empirical Analysis in Markets for OTF Services VL - 412 ER - TY - JOUR AU - Su, Ran AU - Zhang, Jiahui AU - Wong, Vienna AU - Zhang, Dawei AU - Yang, Yong AU - Luo, Zheng‐Dong AU - Wang, Xiaojing AU - Wen, Hui AU - Liu, Yang AU - Seidel, Jan AU - Yang, Xiaolong AU - Pan, Ying AU - Li, Fa‐tang ID - 46018 JF - Advanced Materials KW - Mechanical Engineering KW - Mechanics of Materials KW - General Materials Science SN - 0935-9648 TI - Engineering Sub‐Nanometer Hafnia‐Based Ferroelectric to Break The Scaling Relation for High‐Efficiency Piezocatalytic Water Splitting ER - TY - BOOK AU - Schreckenberg, Carolin ID - 46031 SN - 978-3-8288-4924-2 TI - Die junge Käthe Kollwitz in ihrer künstlerischen Findungsphase VL - KONTEXT Kunst – Vermittlung – Kulturelle Bildung ER - TY - JOUR AB - Intending to counteract Klein’s second discontinuity in teacher education, we explored and applied the innovation of “interface ePortfolio” in the context of a geometry course for preservice teachers (PSTs). The tool offers the possibility of implementing the design principle of profession orientation. In the article, we theoretically clarify what we understand by this principle and locate our innovative concept against this theoretical background. We empirically investigate the extent to which counteraction against the second discontinuity is successful by analyzing reflection texts created in the interface ePortfolio, focusing on PSTs’ perspectives. Our qualitative content analysis shows that most of them perceive the innovation as helpful in the intended sense and indicates that the course concept, in general, and the interface ePortfolio, in particular, have helped establish relevant links between the course content and their later work as teachers. AU - Hoffmann, Max AU - Biehler, Rolf ID - 45786 JF - ZDM – Mathematics Education KW - General Mathematics KW - Education SN - 1863-9690 TI - Implementing profession orientation as a design principle for overcoming Klein’s second discontinuity – preservice teacher’s perspectives on interface activities in the context of a geometry course ER - TY - JOUR AU - Fochmann, Martin AU - Heinemann-Heile, Vanessa AU - Huber, Hans-Peter AU - Maiterth, Ralf AU - Sureth-Sloane, Caren ID - 42897 IS - 2 JF - Steuer und Wirtschaft TI - Zusatzkosten der Besteuerung – Eine Analyse des steuerlichen Verwaltungsaufwands und der subjektiv wahrgenommenen Steuerbelastung VL - 100 ER - TY - JOUR AU - Dieter, Peter AU - Stumpe, Miriam AU - Ulmer, Marlin Wolf AU - Schryen, Guido ID - 45816 JF - Transportation Research Part D TI - Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing VL - 121 ER - TY - JOUR AB - DNA origami nanostructures have emerged as functional materials for applications in various areas of science and technology. In particular, the transfer of the DNA origami shape into inorganic materials using... AU - Pothineni, Bhanu Kiran AU - Grundmeier, Guido AU - Keller, Adrian ID - 46061 JF - Nanoscale KW - General Materials Science SN - 2040-3364 TI - Cation-dependent assembly of hexagonal DNA origami lattices on SiO2 surfaces ER - TY - THES AU - Pukrop, Simon ID - 45781 TI - On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling ER - TY - GEN AU - Schneider, Fabian ID - 46053 TI - Utilizing Redundancy in Distributed Heterogeneous Storage ER - TY - CHAP AU - Schwabl, Franziska AU - Daniel-Söltenfuß, Desiree ID - 45918 SN - 2512-1170 T2 - Organisation zwischen Theorie und Praxis TI - Gelingensbedingungen gestaltungsorientierter Schulentwicklung ER - TY - GEN AU - Raeisi Nafchi, Masood ID - 46075 TI - Reconfigurable Random Forest Implementation on FPGA ER - TY - CHAP AU - Harnack, Maria ED - Drascek, Daniel ED - Groschwitz , Helmut ED - Wolf, Gabriele ID - 41849 T2 - Kulturerbe als kulturelle Praxis – Kulturerbe in der Beratungspraxis TI - Potenziale der Kulturerbe-Konvention von 2003. Beispiele aus der Beratungspraxis der Landesstelle Immaterielles Kulturerbe NRW ER - TY - CHAP AU - Mir Djawadi, Behnud AU - Plaß, Sabrina AU - Schäfers, Sabrina ED - Gabbioneta, Claudia ED - Clemente, Marco ED - Greenwood, Royston ID - 46088 SN - 0733-558X T2 - Organizational Wrongdoing as the “Foundational” Grand Challenge: Consequences and Impact TI - Peers: Powerful or Negligible? A Systematic Review on Peer Factors and Internal Whistleblowing VL - 85 ER - TY - GEN AU - Ranade, Amruta ID - 46087 TI - Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption ER - TY - GEN AU - Ali, Osama ID - 46086 TI - Highly accurate deep compressed facial recognition ER - TY - JOUR AU - Hinrichs, Benjamin AU - Janssen, Daan W. AU - Ziebell, Jobst ID - 46100 IS - 1 JF - Journal of Mathematical Analysis and Applications KW - Applied Mathematics KW - Analysis SN - 0022-247X TI - Super-Gaussian decay of exponentials: A sufficient condition VL - 528 ER - TY - GEN AU - Leineweber, Jonas ID - 46102 TI - Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum ER - TY - GEN ED - Papenbrock, Martin ED - Tophinke, Doris ID - 45674 T2 - Kunst und Politik TI - Politisches Graffiti VL - 24 ER - TY - CHAP AU - Husic, Ahmed ED - Khalilizand, Mansooreh ID - 45702 T2 - The Attributes of God in Islamic Thought: Contemplating Allah TI - The Omnipotence (al-qudra) and the Will of God (al-irāda) in the Theology of Sayf ad-Dīn al-Āmidī ER - TY - GEN AU - Ashri, Nivedita ID - 46110 TI - Virtual On-Demand Volunteer System Based on Delaunay Triangulation ER - TY - GEN AB - Let $X=X_1\times X_2$ be a product of two rank one symmetric spaces of non-compact type and $\Gamma$ a torsion-free discrete subgroup in $G_1\times G_2$. We show that the spectrum of $\Gamma \backslash X$ is related to the asymptotic growth of $\Gamma$ in the two direction defined by the two factors. We obtain that $L^2(\Gamma \backslash G)$ is tempered for large class of $\Gamma$. AU - Weich, Tobias AU - Wolf, Lasse L. ID - 46117 T2 - arXiv:2304.09573 TI - Temperedness of locally symmetric spaces: The product case ER - TY - CHAP AU - Kruse, Iris AU - Kanning, Julian ED - Kruse, Iris ED - Kanning, Julian ID - 42043 SN - 978-3-96848-101-2 T2 - So viel Größenwahn muss sein! Kinderliteratur, Schule und Gesellschaft. Zum Bildungsauftrag des Literaturunterrichts in der Grundschule. TI - Nie wieder! Plädoyer für eine ‚Fragen-generierende-Didaktik-des-staunenden-Erschreckens‘ mit Kinderliteratur zum Holocaust ER - TY - CHAP AU - Kruse, Iris AU - Kanning, Julian ED - Kruse, Iris ED - Kanning, Julian ID - 45761 SN - 978-3-96848-101-2 T2 - „So viel Größenwahn muss sein!” TI - Kinderliteratur und die Bildungsverantwortung des Literaturunterrichts. Kindliches Lesen in individueller und gesellschaftlicher Bedeutung. ER - TY - CHAP AU - Kruse, Iris AU - Terhorst, Sarah ED - Kruse, Iris ED - Kanning, Julian ID - 45760 SN - 978-3-96848-101-2 T2 - „So viel Größenwahn muss sein!” TI - Arm und ausgegrenzt. Kinderarmut in der Literatur und im lesenden Klassenzimmer. ER - TY - JOUR AB - Sport-related concussions (SRC) are characterized by impaired autonomic control. Heart rate variability (HRV) offers easily obtainable diagnostic approaches to SRC-associated dysautonomia, but studies investigating HRV during sleep, a crucial time for post-traumatic cerebral regeneration, are relatively sparse. The aim of this study was to assess nocturnal HRV in athletes during their return to sports (RTS) after SRC in their home environment using wireless wrist sensors (E4, Empatica, Milan, Italy) and to explore possible relations with clinical concussion-associated sleep symptoms. Eighteen SRC athletes wore a wrist sensor obtaining photoplethysmographic data at night during RTS as well as one night after full clinical recovery post RTS (>3 weeks). Nocturnal heart rate and parasympathetic activity of HRV (RMSSD) were calculated and compared using the Mann–Whitney U Test to values of eighteen; matched by sex, age, sport, and expertise, control athletes underwent the identical protocol. During RTS, nocturnal RMSSD of SRC athletes (Mdn = 77.74 ms) showed a trend compared to controls (Mdn = 95.68 ms, p = 0.021, r = −0.382, p adjusted using false discovery rate = 0.126) and positively correlated to “drowsiness” (r = 0.523, p = 0.023, p adjusted = 0.046). Post RTS, no differences in RMSSD between groups were detected. The presented findings in nocturnal cardiac parasympathetic activity during nights of RTS in SRC athletes might be a result of concussion, although its relation to recovery still needs to be elucidated. Utilization of wireless sensors and wearable technologies in home-based settings offer a possibility to obtain helpful objective data in the management of SRC. AU - Delling, Anne Carina AU - Jakobsmeyer, Rasmus AU - Coenen, Jessica AU - Christiansen, Nele AU - Reinsberger, Claus ID - 45859 IS - 9 JF - Sensors KW - Electrical and Electronic Engineering KW - Biochemistry KW - Instrumentation KW - Atomic and Molecular Physics KW - and Optics KW - Analytical Chemistry SN - 1424-8220 TI - Home-Based Measurements of Nocturnal Cardiac Parasympathetic Activity in Athletes during Return to Sport after Sport-Related Concussion VL - 23 ER - TY - JOUR AU - Bopp, Frederik AU - Schall, Johannes AU - Bart, Nikolai AU - Vögl, Florian AU - Cullip, Charlotte AU - Sbresny, Friedrich AU - Boos, Katarina AU - Thalacker, Christopher AU - Lienhart, Michelle AU - Rodt, Sven AU - Reuter, Dirk AU - Ludwig, Arne AU - Wieck, Andreas D. AU - Reitzenstein, Stephan AU - Müller, Kai AU - Finley, Jonathan J. ID - 46133 IS - 16 JF - Physical Review B SN - 2469-9950 TI - Coherent driving of direct and indirect excitons in a quantum dot molecule VL - 107 ER - TY - JOUR AU - Littmann, Mario AU - Reuter, Dirk AU - As, Donat Josef ID - 46132 IS - 7 JF - physica status solidi (b) KW - Condensed Matter Physics KW - Electronic KW - Optical and Magnetic Materials SN - 0370-1972 TI - Remote Epitaxy of Cubic Gallium Nitride on Graphene‐Covered 3C‐SiC Substrates by Plasma‐Assisted Molecular Beam Epitaxy VL - 260 ER - TY - CHAP AU - Kruse, Iris AU - Kanning, Julian ED - Kruse, Iris ED - Kanning, Julian ID - 46125 SN - 978-3-96848-101-2 T2 - So viel Größenwahn muss sein! Kinderliteratur, Schule und Gesellschaft. Zum Bildungsauftrag des Literaturunterrichts in der Grundschule. TI - "So viel Größenwahn muss sein!". Zur Einführung. ER - TY - JOUR AB - Zusammenfassung Einleitung Motorische Symptome bei Morbus Parkinson lassen sich durch körperliche Aktivität modifizieren. Inwiefern dies auch für nicht-motorische, autonome Symptome gilt, ist weitaus weniger bekannt. Die Erkrankung weist zudem eine Vielzahl an geschlechterspezifischen Unterschieden auf. Epidemiologische Untersuchungen deuten zum Beispiel auf einen besseren primärpräventiven Effekt durch körperliche Aktivität bei Männern als bei Frauen hin. Daten zu geschlechterspezifischen Effekten auf das autonome Nervensystem sind jedoch limitiert. Im Rahmen der vorliegenden Pilotstudie sollen mögliche geschlechterspezifische Effekte einer Bewegungsintervention auf Störungen der hämodynamischen Regulation als Manifestation nicht-motorischer Symptome untersucht werden. Diese sind aufgrund ihrer oft gegensätzlichen hypo- und hypertonen Ausprägung schwierig medikamentös zu behandeln, lassen sich aber gegebenenfalls durch Bewegungsinterventionen modifizieren. Methodik Bei 42 Patienten und Patientinnen (Alter: 70,3 Jahre; 24 Männer; 18 Frauen) wurden vor und nach einer mehrwöchigen, stationären Parkinsonkomplexbehandlung hämodynamische Parameter in einem Schellongtest untersucht. Mittels anschließender Regressionsanalyse erfolgte eine Quantifizierung der Abhängigkeit von den Faktoren Alter, Body Mass Index, Krankheitsdauer, Vorerkrankungen, Sitzendblutdruck und hypotensiv wirkender Medikamente. Ergebnis Bei 44% der Männer und 46% der Frauen traten hämodynamische Regulationsstörungen im Stand und in Rückenlage mindestens einmal auf. Eine vor Therapiebeginn präsentierte Regulationsstörung im Stand zeigte sich in keiner Geschlechtergruppe durch die Parkinsonkomplexbehandlung verändert. Frauen zeigten zu Therapieende jedoch einen signifikant niedrigeren Blutdruck im Liegen (p=0,022*). Unabhängig von der Komplextherapie fiel der Blutdruck in Rückenlage bei Frauen nach Orthostasebelastung höher aus als davor (vor Therapie: p=0,015 *; nach Therapie: p=0,021*). Jedes Lebensjahr erhöhte das Risiko für eine hämodynamische Regulationsstörung in Rückenlage in der Gesamtgruppe um 12,4% (Regressionskoeffizient B=0,117; p=0,014 *; Exp(B)=1,124). Schlussfolgerung Systematische Effekte auf Blutdruckwerte im Rahmen von Orthostasereaktionen durch eine Parkinsonkomplexbehandlung konnten nicht nachgewiesen werden. Allerdings zeigte sich bei Frauen nach Parkinsonkomplexbehandlung eine Senkung der Blutdruckwerte in Rückenlage. Das scheinbar unsystematische, teils geschlechterspezifische Auftreten hämodynamischer Regulationsstörungen fordert ein individualmedizinisch angelegtes Vorgehen im therapeutischen Alltag. AU - Siche-Pantel, Franziska AU - Jakobsmeyer, Rasmus AU - Buschfort, Rüdiger AU - Mühlenberg, Manfred AU - Michels, Heinke AU - Oesterschlink, Julian AU - Reinsberger, Claus ID - 46137 IS - 02 JF - B&G Bewegungstherapie und Gesundheitssport KW - General Medicine SN - 1613-0863 TI - Geschlechterspezifische Effekte in der bewegungstherapeutischen Behandlung von hämodynamischen Regulationsstörungen bei Morbus Parkinson VL - 39 ER - TY - JOUR AB - This work reports a fully guided setup for single-mode squeezing on integrated titanium-indiffused periodically poled nonlinear resonators. A continuous-wave laser beam is delivered and the squeezed field is collected by single-mode fibers; up to −3.17(9) dB of useful squeezing is available in fibers. To showcase the usefulness of such a fiber-coupled device, we applied the generated squeezed light in a fiber-based phase sensing experiment, showing a quantum enhancement in the signal-to-noise ratio of 0.35 dB. Moreover, our investigation of the effect of photorefraction on the cavity resonance condition suggests that it causes system instabilities at high powers. AU - Domeneguetti, Renato AU - Stefszky, Michael AU - Herrmann, Harald AU - Silberhorn, Christine AU - Andersen, Ulrik L. AU - Neergaard-Nielsen, Jonas S. AU - Gehring, Tobias ID - 46138 IS - 11 JF - Optics Letters KW - Atomic and Molecular Physics KW - and Optics SN - 0146-9592 TI - Fully guided and phase locked Ti:PPLN waveguide squeezing for applications in quantum sensing VL - 48 ER - TY - JOUR AU - Brosch, Anian AU - Tinazzi, Fabio AU - Wallscheid, Oliver AU - Zigliotto, Mauro AU - Böcker, Joachim ID - 46147 JF - IEEE Transactions on Power Electronics KW - Electrical and Electronic Engineering SN - 0885-8993 TI - Finite Set Sensorless Control With Minimum a Priori Knowledge and Tuning Effort for Interior Permanent Magnet Synchronous Motors ER - TY - CHAP AU - Janzen, Thomas AU - Gabel, Stephan AU - Gampert, Martha AU - Matz, Frauke AU - Reckermann, Julia ED - Mrohs, Lorenz ED - Hess, Miriam ED - Lindner, Konstantin ED - Schlüter, Julia ED - Overhage, Sven ID - 46154 T2 - Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen TI - Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik ER - TY - JOUR AB - The rise of exascale supercomputers has fueled competition among GPU vendors, driving lattice QCD developers to write code that supports multiple APIs. Moreover, new developments in algorithms and physics research require frequent updates to existing software. These challenges have to be balanced against constantly changing personnel. At the same time, there is a wide range of applications for HISQ fermions in QCD studies. This situation encourages the development of software featuring a HISQ action that is flexible, high-performing, open source, easy to use, and easy to adapt. In this technical paper, we explain the design strategy, provide implementation details, list available algorithms and modules, and show key performance indicators for SIMULATeQCD, a simple multi-GPU lattice code for large-scale QCD calculations, mainly developed and used by the HotQCD collaboration. The code is publicly available on GitHub. AU - Mazur, Lukas AU - Bollweg, Dennis AU - Clarke, David A. AU - Altenkort, Luis AU - Kaczmarek, Olaf AU - Larsen, Rasmus AU - Shu, Hai-Tao AU - Goswami, Jishnu AU - Scior, Philipp AU - Sandmeyer, Hauke AU - Neumann, Marius AU - Dick, Henrik AU - Ali, Sajid AU - Kim, Jangho AU - Schmidt, Christian AU - Petreczky, Peter AU - Mukherjee, Swagato ID - 46120 JF - Computer Physics Communications TI - SIMULATeQCD: A simple multi-GPU lattice code for QCD calculations ER - TY - JOUR AU - Altenkort, Luis AU - Eller, Alexander M. AU - Francis, Anthony AU - Kaczmarek, Olaf AU - Mazur, Lukas AU - Moore, Guy D. AU - Shu, Hai-Tao ID - 46119 IS - 1 JF - Physical Review D SN - 2470-0010 TI - Viscosity of pure-glue QCD from the lattice VL - 108 ER - TY - JOUR AU - Bruns, Julia AU - Hagena, Maike AU - Gasteiger, Hedwig ID - 46155 JF - Teaching and Teacher Education KW - Education SN - 0742-051X TI - Professional Development Enacted by Facilitators in the Context of Early Mathematics Education: Scaling up or Dilution of Effects? VL - 132 ER - TY - BOOK ED - Biehler, Rolf ED - Liebendörfer, Michael ED - Gueudet, Ghislaine ED - Rasmussen, Chris ED - Winsløw, Carl ID - 46157 SN - 1869-4918 TI - Practice-Oriented Research in Tertiary Mathematics Education ER - TY - CHAP AU - Kostan, Anastassija ED - Loos, Christian ED - Stephan, Paul ID - 46174 T2 - Widerständige Glieder. Der Leib als politischer Standort TI - Feministische Neomaterialismen: Die ontologische Immanenz und posthumanistische Performativität von Natur, Kultur und Technik ER - TY - JOUR AB - While FPGA accelerator boards and their respective high-level design tools are maturing, there is still a lack of multi-FPGA applications, libraries, and not least, benchmarks and reference implementations towards sustained HPC usage of these devices. As in the early days of GPUs in HPC, for workloads that can reasonably be decoupled into loosely coupled working sets, multi-accelerator support can be achieved by using standard communication interfaces like MPI on the host side. However, for performance and productivity, some applications can profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities here when extending the dataflow characteristics to their communication interfaces. In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA support and three missing benchmarks that particularly characterize or stress inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented for current boards with Intel and Xilinx FPGAs, we established a baseline for multi-FPGA performance. Additionally, for the communication-centric benchmarks, we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched inter-FPGA network that is currently only available for one of the boards. The evaluation with parallel execution on up to 26 FPGA boards makes use of one of the largest academic FPGA installations. AU - Meyer, Marius AU - Kenter, Tobias AU - Plessl, Christian ID - 38041 JF - ACM Transactions on Reconfigurable Technology and Systems KW - General Computer Science SN - 1936-7406 TI - Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks ER - TY - CHAP AU - Topalović, Elvira AU - Drepper, Laura AU - Härtel, Kira ED - Bangel, Melanie ED - Rautenberg, Iris ID - 46180 T2 - Schriftspracherwerb im Spannungsfeld zwischen Wissen und Können TI - Lerngegenstand „Doppelkonsonanz“ in der Grundschule: Explizites und implizites Lernen im Längsschnitt ER - TY - CHAP AU - Hansmeier, Tim AU - Kenter, Tobias AU - Meyer, Marius AU - Riebler, Heinrich AU - Platzner, Marco AU - Plessl, Christian ED - Haake, Claus-Jochen ED - Meyer auf der Heide, Friedhelm ED - Platzner, Marco ED - Wachsmuth, Henning ED - Wehrheim, Heike ID - 45893 T2 - On-The-Fly Computing -- Individualized IT-services in dynamic markets TI - Compute Centers I: Heterogeneous Execution Environments VL - 412 ER - TY - CONF AU - Opdenhövel, Jan-Oliver AU - Plessl, Christian AU - Kenter, Tobias ID - 46190 T2 - Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies TI - Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation ER - TY - CONF AU - Faj, Jennifer AU - Kenter, Tobias AU - Faghih-Naini, Sara AU - Plessl, Christian AU - Aizinger, Vadym ID - 46188 T2 - Proceedings of the Platform for Advanced Scientific Computing Conference TI - Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes ER - TY - CONF AU - Prouveur, Charles AU - Haefele, Matthieu AU - Kenter, Tobias AU - Voss, Nils ID - 46189 T2 - Proceedings of the Platform for Advanced Scientific Computing Conference TI - FPGA Acceleration for HPC Supercapacitor Simulations ER - TY - CHAP AB - We present a concept for quantifying evaluative phrases to later compare rating texts numerically instead of just relying on stars or grades. We achievethis by combining deep learning models in an aspect-based sentiment analysis pipeline along with sentiment weighting, polarity, and correlation analyses that combine deep learning results with metadata. The results provide new insights for the medical field. Our application domain, physician reviews, shows that there are millions of review texts on the Internet that cannot yet be comprehensively analyzed because previous studies have focused on explicit aspects from other domains (e.g., products). We identify, extract, and classify implicit and explicit aspect phrases equally from German-language review texts. To do so, we annotated aspect phrases representing reviews on numerous aspects of a physician, medical practice, or practice staff. We apply the best performing transformer model, XLM-RoBERTa, to a large physician review dataset and correlate the results with existing metadata. As a result, we can show different correlations between the sentiment polarity of certain aspect classes (e.g., friendliness, practice equipment) and physicians’ professions (e.g., surgeon, ophthalmologist). As a result, we have individual numerical scores that contain a variety of information based on deep learning algorithms that extract textual (evaluative) information and metadata from the Web. AU - Kersting, Joschka AU - Geierhos, Michaela ED - Cuzzocrea, Alfredo ED - Gusikhin, Oleg ED - Hammoudi, Slimane ED - Quix, Christoph ID - 46205 SN - 1865-0929 T2 - Data Management Technologies and Applications TI - Towards Comparable Ratings: Quantifying Evaluative Phrases in Physician Reviews VL - 1860 ER - TY - JOUR AU - Ficara, Elena AU - Beall, Jc ID - 46209 IS - 2 JF - History and Philosophy of Logic TI - Hegelian Conjunction, Hegelian Contradiction VL - 44 ER - TY - JOUR AU - Ficara, Elena AU - Priest, Graham ID - 46210 IS - 2 JF - History and Philosophy of Logic TI - The Formalization of Dialectics VL - 44 ER - TY - JOUR AU - Weber, Daniel AU - Schenke, Maximilian AU - Wallscheid, Oliver ID - 46213 JF - IEEE Access KW - General Engineering KW - General Materials Science KW - General Computer Science KW - Electrical and Electronic Engineering SN - 2169-3536 TI - Steady-State Error Compensation for Reinforcement Learning-Based Control of Power Electronic Systems VL - 11 ER - TY - CONF AU - Weber, Daniel AU - Schenke, Maximilian AU - Wallscheid, Oliver ID - 46212 T2 - 2023 International Conference on Future Energy Solutions (FES) TI - Safe Reinforcement Learning-Based Control in Power Electronic Systems ER - TY - JOUR AB - Ernährungsarmut wird als Problem in Deutschland weitgehend vernachlässigt. Von materieller Ernährungsarmut betroffen sind Menschen, denen es aufgrund fehlender finanzieller Mittel nicht möglich ist, sich gesundheitsfördernd zu ernähren. Etwa 3,5 % der Bevölkerung (rund drei Millionen Menschen) sind durch materielle Ernährungsarmut gefährdet. Damit einher geht oft auch soziale Ernährungsarmut, die Menschen von der sozialen Teilhabe ausschließt, die z. B. durch gemeinsames Essen ermöglicht wird. Essen ist nicht nur von Bedeutung für die körperliche Gesundheit, sondern auch zentral für die psychische Gesundheit und das Wohlbefinden sowie für die soziale Zugehörigkeit, was sich wiederum auf die körperliche Gesundheit auswirkt. Die sozialen Funktionen des Essens werden vielfach übersehen – und bei der Berechnung des Regelbedarfs ausgeblendet. Gerade die Corona-Pandemie hat gezeigt, wie fehlende soziale Kontakte und sozialer Ausschluss sich auf die physische, psychische und soziale Gesundheit auswirken können. Aus Sicht des WBAE (Wissenschaftliche Beirat für Agrarpolitik, Ernährung und gesundheitlichen Verbraucherschutz) ist deshalb der integrative Blick auf die materielle und soziale Ernährungsarmut zentral, da sie sich gegenseitig verstärken können. Diese Stellungnahme befasst sich mit der Frage, wie sich die Corona-Pandemie auf von Ernährungsarmut gefährdete Menschen ausgewirkt hat und was daraus gelernt werden kann. Ein wichtiger Aspekt ist der zeitweilige Wegfall von Essensangeboten in Kitas, Schulen, Tafeln und anderen karitativen Essensangeboten, die ein Sicherheitsnetz für Menschen in Ernährungsarmut darstellen. Die Stellungnahme zieht auf dieser Basis auch Schluss-folgerungen zur Ernährungsarmut außerhalb von Pandemiebedingungen. Im Hinblick auf die Notwendigkeit der Vermeidung von Fehlernährung in Haushalten, die von Ernährungsarmut bedroht sind, kommt der WBAE zu dem Schluss, dass diese Risikogruppe während der Pandemie nicht ausreichend im Fokus der Maßnahmen zur Abmilderung der Pandemiefolgen stand. Dies zeigt sich schon daran, dass kaum Daten erhoben wurden. Deutschland verfügt über kein klares Indikatoren- und Zielsystem und kein Monitoring zur Ernährungsarmut. Die wenigen vorhandenen Daten weisen auf problematische Entwicklungen hin. Insgesamt wurden durch den Bund sehr umfangreiche Mittel zur Bewältigung der wirtschaftlichen und sozialen Folgen der Corona-Pandemie und zur Einkommenssicherung während der Pandemie eingesetzt. Dies ist unter dem Blickwinkel „Ernährungsarmut” positiv zu bewerten. Es ist davon auszugehen, dass diese Maßnahmen verhindert haben, dass noch mehr Haushalte von Ernährungsarmut betroffen waren. Insgesamt zeigt die Analyse jedoch, dass es kaum gezielte Maßnahmen gab, um den Ausfall von Kita- und Schulernährung durch alternative Formen der Bereitstellung von Lebensmitteln oder einer warmen Mahlzeit aufzufangen. Maßnahmen auf Bundesebene fehlten, um Länder, Kommunen und nicht-staatliche Organisationen dabei zu unterstützen. Auswertungen der Pandemiemaßnahmen vergleichbarer Länder zeigen, dass dort schnelle und flexible Maßnahmen zur Bereitstellung von Lebensmitteln eine wichtige Rolle gespielt haben, um armutsgefährdete Haushalte zu unterstützen. In Deutschland wurden vorwiegend finanzielle Transfers genutzt, z. T. zeitlich verzögert und wenig zielgruppenspezifisch. Vor diesem Hintergrund hat der WBAE mögliche Maßnahmen gegen Ernährungsarmut – in Krisen, aber auch generell – untersucht: (1) finanzielle Transfers (einmalig oder fortlaufend), (2) Lebensmittelgutscheine („Voucher“), (3) Lebensmittelpakete und (4) warme Mahlzeiten, wobei die letzten beiden Optionen jeweils zur Abholung oder zur Auslieferung angeboten werden können. Die untersuchten internationalen Beispiele zeigen Möglichkeiten, wie z. T. mit schnellen und teilweise innovativen Ansätzen auf Lockdown-Maßnahmen reagiert wurde. Im Grundsatz spricht aus Sicht des WBAE aber vieles für das deutsche System zur Bekämpfung der Ernährungsarmut, das im Kern auf einem Bürgergeld beruht. Ein solches Bürgergeld muss jedoch ausreichend sein, um materielle und soziale Ernährungsarmut zu vermeiden. Die aktuellen, im Bürgergeld für Essen und Getränke zur Verfügung stehenden Beträge entsprechen allerdings nicht diesem Anspruch. Bei der Einführung des Bürgergelds im Jahr 2023 wurde zwar zeitnah auf die hohe Inflation reagiert. Die Berechnungsmethodik für die Bedarfsermittlung wurde aber nicht angepasst, sodass der Regelsatz nach wie vor nicht für eine gesundheitsfördernde Ernährung ausreicht. Die soziale Funktion von Ernährung wird bei der Berechnung des Regelsatzes nicht berücksichtigt. Um bei akutem Handlungsbedarf, wie z. B. auch bei der derzeitigen Inflation, schneller reagieren zu können, sollten außerdem Systeme zur Auszahlung sozial differenzierter „Krisentransfers” an vulnerable Haushalte mit geringem Verwaltungsaufwand ermöglicht werden. Darüber hinaus sollte für den zentralen Bereich der Kinder-ernährung der Schutz einer adäquaten Grundsicherung durch einen Systemwechsel zu einer integrativen, beitragsfreien und somit nicht-diskriminierenden Kita- und Schulverpflegung ergänzt werden, die zudem den DGE-Qualitätsstandards entspricht. Schließlich sollte der Staat privates, ehrenamtliches Engagement ergänzend fördern, z. B. durch Infrastrukturunterstützung bei karitativen Essensangeboten. Eine Herausforderung der Gestaltung von karitativen Lebensmittelangeboten besteht darin, dass sie oft als stigmatisierend und beschämend wahrgenommen werden und der Nachweis eines Anspruches teils schwierig ist. Zudem bestehen oft nur wenige Wahlmöglichkeiten, sodass individuelle Präferenzen oder Unverträglichkeiten nur sehr eingeschränkt berücksichtigt werden können. Im Hinblick auf die soziale Dimension der Ernährung kommt hinzu, dass wichtige soziale Funktionen des Essens, wie das gemeinsame Essen, also Kommensalität, nicht oder nur sehr eingeschränkt ermöglicht wird. Auch bleiben diejenigen, die versorgt werden, dabei meist unter sich. Vor dem Hintergrund dieser Gesamteinschätzung empfiehlt der WBAE die folgenden, in Abbildung Z 1 dargestellten Maßnahmen (siehe Beitrag). Zusammenfassend betont der WBAE die in Deutschland weiterhin unterschätzten Risiken materieller und sozialer Ernährungsarmut. Im Rahmen der geplanten Nationalen Ernährungsstrategie der Bundesregierung sollte dem Thema Ernährungsarmut aus Sicht des WBAE eine herausgehobene Bedeutung zugemessen werden. AU - Birner, Regina AU - Linseisen, Jakob AU - Arens-Azevedo, Ulrike AU - Balmann, Alfons AU - Biesalski, Hans Konrad AU - Bosy-Westphal, Anja AU - Buyken, Anette AU - Döring, Thomas AU - Feindt, Peter AU - Götz, Kay-Uwe AU - Iweala, Sarah AU - Martínez, José AU - Nieberg, Hiltrud AU - Nöthlings, Ute AU - Pischetsrieder, Monika AU - Renner, Britta AU - Spiller, Achim AU - Voget-Kleschin, Lieske AU - Weingarten, Peter AU - Wesseler, Justus AU - Wieck, Christine ID - 46214 JF - Berichte über Landwirtschaft TI - Ernährungsarmut unter Pandemiebedingungen ER - TY - JOUR AU - Renner, Britta AU - Buyken, Anette AU - Gedrich, Kurt AU - Lorkowski, Stefan AU - Watzl, Bernhard AU - Linseisen, Jakob AU - Daniel, Hannelore AU - Conrad, Johanna AU - Ferrario, Paola G. AU - Holzapfel, Christina AU - Leitzmann, Michael AU - Richter, Margrit AU - Simon, Marie-Christine AU - Sina, Christian AU - Wirsam, Jan ID - 46217 JF - Advances in Nutrition KW - Nutrition and Dietetics KW - Medicine (miscellaneous) KW - Food Science SN - 2161-8313 TI - Perspective: A Conceptual Framework for Adaptive Personalized Nutrition Advice Systems ER - TY - CONF AU - Kaufhold, Marc-André AU - Bayer, Markus AU - Bäumler, Julian AU - Reuter, Christian AU - Stieglitz, Stefan AU - Basyurt, Ali Sercan AU - Mirbabaie, Milad AU - Fuchß, Christoph AU - Eyilmez, Kaan ID - 46216 T2 - Mensch und Computer TI - CYLENCE: Strategies and Tools for Cross-Media Reporting, Detection, and Treatment of Cyberbullying and Hatespeech in Law Enforcement Agencies ER - TY - GEN AU - Lienen, Christian AU - Nowosad, Alexander Philipp AU - Platzner, Marco ID - 46229 TI - Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms ER - TY - GEN AU - N., N. ID - 46221 TI - Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks ER - TY - JOUR AU - Demir, Caglar AU - Ngonga Ngomo, Axel-Cyrille ID - 46243 JF - ECML-PKDD TI - Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras ER - TY - JOUR AU - Demir, Caglar AU - Ngonga Ngomo, Axel-Cyrille ID - 46251 JF - International Joint Conference on Artificial Intelligence TI - Neuro-Symbolic Class Expression Learning ER - TY - JOUR AU - Ma, Yulai AU - Mattiolo, Davide AU - Steffen, Eckhard AU - Wolf, Isaak Hieronymus ID - 46256 IS - 3 JF - SIAM Journal on Discrete Mathematics KW - General Mathematics SN - 0895-4801 TI - Pairwise Disjoint Perfect Matchings in r-Edge-Connected r-Regular Graphs VL - 37 ER - TY - CONF AU - Meier, Jana AU - Vogelsang, Christoph AU - Küth, Simon AU - Scholl , Daniel AU - Watson, Christina AU - Seifert, Andreas ID - 46261 TI - Welche Rolle spielt eine reflexive Haltung für eine qualitätsvolle Unterrichtsreflexion? – Zusammenhänge zwischen einer quasi-experimentellen Einstellung und der Reflexionsperformanz von Lehramtsstudierenden [Einzelbeitrag]. ER - TY - CONF AU - Scholl, Daniel AU - Küth, Simon AU - Vogelsang, Christoph AU - Meier, Jana AU - Watson, Christina AU - Seifert, Andreas ID - 46262 TI - Das Unterrichtsplanungsprinzip der Interdependenz – Eine netzwerkanalytische Untersuchung der Begründungsstrukturen beim Planungsentscheiden [Einzelbeitrag]. ER - TY - CONF AU - Scholl, Daniel AU - Vogelsang, Christoph AU - Küth, Simon AU - Meier, Jana AU - Watson, Christina AU - Seifert, Andreas ID - 46263 TI - Eine reflexive Haltung als Grundlage einer hochwertigen Unterrichtsreflexion? Zusammenhänge zwischen einer quasi-experimentellen Einstellung zur Reflexion und der Reflexionsperformanz von Lehramtsstudierenden [Einzelbeitrag]. ER - TY - GEN ED - Meier, Jana ED - Küth, Simon ED - Scholl , Daniel ED - Vogelsang, Christoph ED - Watson, Christina ID - 46260 TI - Der Zyklus von Planung und Reflexion. Zusammenhänge zwischen der generischen Unterrichtsplanungsfähigkeit und der Reflexionskompetenz angehender Lehrkräfte. ER - TY - CONF AB - State-of-the-art LLC resonant converters use MOSFETs in their inverter stage, which allows high switching frequencies and thus the use of compact magnetic components. The large parasitic output capacitance and the poor reverse-recovery behaviour of the inherent body diode of high-voltage (600 V) silicon MOSFETs require soft switching, i.e. zero-voltage switching (ZVS). Otherwise, the high turn-on switching losses would lead to excessive heating and ultimately to the destruction of the switch. Therefore, MOSFET-based LLC converters are operated in the so-called inductive region only, which enables ZVS. The use of robust and cost-effective IGBTs instead of MOSFETs is particularly advantageous for automotive applications, since in addition to high reliability low costs are an important objective here. Since IGBTs are characterized by dominant turn-off losses and generally higher switching losses compared to MOSFETs, the aim is to operate them with zero-current switching (ZCS) and at low switching frequencies below the resonance frequency. In this region also the voltage transfer characteristic is steeper, which qualifies for applications with a strongly varying input-to-output voltage ratio, such as given for automotive on-board DC-DC converters connecting the (high-voltage) traction battery with the (12 V) auxiliary battery. In this paper, a stress value analysis based on a switched-model simulation is used to design a ZCS LLC converter and take advantage of the mentioned benefits of IGBTs as well as of the steeper voltage transfer characteristic. Within this operation region below the resonance frequency, however, a new phenomenon of several current pulses occurring during a single switching period through the rectifier components may appear. Generally, in applications with high output currents a synchronous rectifier (SR) is often used to keep the conduction losses of the rectifier stage at a moderate level: Low-voltage MOSFETs, which actively need to be gated synchronously to the polarity of the current pulses, are employed then instead of more lossy rectifier diodes. However, standard SR driver ICs have been shown to be unable to properly rectify the multi-pulse output currents of the proposed LLC operation, resulting in high conduction losses of the rectifier stage. A cost-effective hardware concept is presented which ensures proper rectification by using standard SR-ICs that are actively overdriven by the converter’s central microcontroller. A 2 kW prototype for an EV on-board DC-DC converter was built to show the effectiveness of the method, documenting an increase in efficiency by up to 4.1 % compared to a purely SR-IC-based solution. Overall efficiency is very similar to that of a conventional (MOSFET-based) LLC converter so that the ZCS-operated LLC IGBT-converter represents a cost-effective alternative, which even shows 10 % less worst-case losses. AU - Urbaneck, Daniel AU - Schafmeister, Frank AU - Böcker, Joachim ID - 46269 KW - LLC Converter KW - IGBT KW - ZCS KW - Synchronous Rectification T2 - PCIM Europe 2023 TI - Advanced Synchronous Rectification for an IGBT-Based ZCS LLC Converter with High Output Currents for a 2 kW Automotive DC-DC Stage ER - TY - CONF AB - The computation of electron repulsion integrals (ERIs) over Gaussian-type orbitals (GTOs) is a challenging problem in quantum-mechanics-based atomistic simulations. In practical simulations, several trillions of ERIs may have to be computed for every time step. In this work, we investigate FPGAs as accelerators for the ERI computation. We use template parameters, here within the Intel oneAPI tool flow, to create customized designs for 256 different ERI quartet classes, based on their orbitals. To maximize data reuse, all intermediates are buffered in FPGA on-chip memory with customized layout. The pre-calculation of intermediates also helps to overcome data dependencies caused by multi-dimensional recurrence relations. The involved loop structures are partially or even fully unrolled for high throughput of FPGA kernels. Furthermore, a lossy compression algorithm utilizing arbitrary bitwidth integers is integrated in the FPGA kernels. To our best knowledge, this is the first work on ERI computation on FPGAs that supports more than just the single most basic quartet class. Also, the integration of ERI computation and compression it a novelty that is not even covered by CPU or GPU libraries so far. Our evaluation shows that using 16-bit integer for the ERI compression, the fastest FPGA kernels exceed the performance of 10 GERIS ($10 \times 10^9$ ERIs per second) on one Intel Stratix 10 GX 2800 FPGA, with maximum absolute errors around $10^{-7}$ - $10^{-5}$ Hartree. The measured throughput can be accurately explained by a performance model. The FPGA kernels deployed on 2 FPGAs outperform similar computations using the widely used libint reference on a two-socket server with 40 Xeon Gold 6148 CPU cores of the same process technology by factors up to 6.0x and on a new two-socket server with 128 EPYC 7713 CPU cores by up to 1.9x. AU - Wu, Xin AU - Kenter, Tobias AU - Schade, Robert AU - Kühne, Thomas AU - Plessl, Christian ID - 43228 T2 - 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) TI - Computing and Compressing Electron Repulsion Integrals on FPGAs ER - TY - JOUR AB - The non-orthogonal local submatrix method applied to electronic structure–based molecular dynamics simulations is shown to exceed 1.1 EFLOP/s in FP16/FP32-mixed floating-point arithmetic when using 4400 NVIDIA A100 GPUs of the Perlmutter system. This is enabled by a modification of the original method that pushes the sustained fraction of the peak performance to about 80%. Example calculations are performed for SARS-CoV-2 spike proteins with up to 83 million atoms. AU - Schade, Robert AU - Kenter, Tobias AU - Elgabarty, Hossam AU - Lass, Michael AU - Kühne, Thomas AU - Plessl, Christian ID - 45361 JF - The International Journal of High Performance Computing Applications KW - Hardware and Architecture KW - Theoretical Computer Science KW - Software SN - 1094-3420 TI - Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics ER - TY - JOUR AB - Site-controlled Ga droplets on AlGaAs substrates are fabricated using area-selective deposition of Ga through apertures in a mask during molecular beam epitaxy (MBE). The Ga droplets can be crystallized into GaAs quantum dots using a crystallization step under As flux. In order to model the complex process, including the masked deposition of the droplets and a reduction of their number during a thermal annealing step, a multiscale kinetic Monte Carlo (mkMC) simulation of self-assembled Ga droplet formation on AlGaAs is expanded for area-selective deposition. The simulation has only two free model parameters: the activation energy for surface diffusion and the activation energy for thermal escape of adatoms from a droplet. Simulated droplet numbers within the opening of the aperture agree quantitatively with the experimental results down to the perfect site-control, with one droplet per aperture. However, the model parameters are different compared to those of the self-assembled droplet growth. We attribute this to the presence of the mask in close proximity to the surface, which modifies the local process temperature and the As background. This approach also explains the dependence of the model parameters on the size of the aperture. AU - Feddersen, Stefan AU - Zolatanosha, Viktoryia AU - Alshaikh, Ahmed AU - Reuter, Dirk AU - Heyn, Christian ID - 46278 IS - 3 JF - Nanomaterials KW - General Materials Science KW - General Chemical Engineering SN - 2079-4991 TI - Modeling of Masked Droplet Deposition for Site-Controlled Ga Droplets VL - 13 ER - TY - JOUR AU - Sieland, Benedikt AU - Stahn, Marcel AU - Schoch, Roland AU - Daniliuc, Constantin AU - Spicher, Sebastian AU - Grimme, Stefan AU - Hansen, Andreas AU - Paradies, Jan ID - 46277 JF - Angewandte Chemie International Edition KW - General Chemistry KW - Catalysis SN - 1433-7851 TI - Dispersion Energy‐Stabilized Boron and Phosphorus Lewis Pairs ER - TY - CONF AU - Clausing, Lennart AU - Guetattfi, Zakarya AU - Kaufmann, Paul AU - Lienen, Christian AU - Platzner, Marco ID - 45913 T2 - Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC) TI - On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64 ER - TY - CHAP AU - Tophinke, Doris ED - Feilke, Helmuth ID - 46099 T2 - Zwischen Fake und Fakt TI - "Tankrabatt" und "Freiheitsenergie". Wie der Blog "neusprech.org" politische Euphemismen entlarvt VL - 300 ER - TY - JOUR AU - Merten, Marie-Luis AU - Wever, Marcel AU - Tophinke, Doris AU - Geierhos, Michaela AU - Hüllermeier, Eyke ID - 45673 JF - International Journal of Corpus Linguistics TI - Annotation uncertainty in the context of grammatical change ER - TY - THES AU - Tornede, Alexander ID - 45780 TI - Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions ER - TY - THES AU - Spiess-Bru, Clarissa ID - 46296 TI - Information Asymmetry and Gendered Behavior in Organizations and Digital Markets ER - TY - CONF AB - A frequency-flexible Nyquist pulse synthesizer is presented with optical pulse bandwidths up to fopt=100 GHz and repetition rates equal to fopt/9, fabricated in an electronic-photonic co-integrated platform utilizing linear on-chip drivers. AU - Kress, Christian AU - Schwabe, Tobias AU - Silberhorn, Christine AU - Scheytt, J. Christoph ID - 45578 T2 - Conference on Lasers and Electro-Optics (CLEO) 2023 TI - Generation of 100 GHz Periodic Nyquist Pulses using Cascaded Mach-Zehnder Modulators in a Silicon Electronic-Photonic Platform ER - TY - JOUR AU - Homt, Martina AU - Bloh, Bea ID - 46354 IS - 1 JF - Lehrerbildung auf dem Prüfstand TI - Der formelle Diskurs Forschenden Lernens in der Lehrerbildung. Ein Blick zurück nach vorn VL - 16 ER - TY - CHAP AU - Ksouri-Gerwien, Christoph AU - Vorbohle, Christian ED - Schallmo, D.R.A. ED - Kundisch, Dennis ED - Lang, K. ID - 37704 T2 - Digitale Plattformen und Ökosysteme im B2B-Bereich TI - Anwendung von System Dynamics zur Geschäftsmodellinnovation in einem B2B-Ökosystem ER - TY - CONF AB - Effect chain modelling is a method for creating information models for impact analyses of changes in system elements. For the estimation of change propagation, dependencies between requirements must be detected. The high number of require- ment dependencies in the engineering of complex technical systems results in the need for automation. In a study, it was shown that transformer models (BERT) are suitable for the automated dependency analysis of requirements. However, there are currently deficits in the applicability of the models for different projects without an extensive and heterogeneous training database. This paper investigates how active learning can be used to train BERT models (active-BERT) in order to increase the performance of the models for classifying requi- rement dependencies of projects with heterogeneous require- ments. The results show that the performance of the models increases significantly through active learning. Through active- BERT, engineers are enabled to model effect chains efficiently and to handle requirement changes effectively. AU - Gräßler, Iris AU - Preuß, Daniel ED - Hölzle, Katharina ED - Kreimeyer, Matthias ED - Roth, Daniel ED - Maier, Thomas ED - Riedel, Oliver ID - 45661 SN - 2364-4885 T2 - Stuttgarter Symposium für Produktentwicklung SSP 2023 TI - Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung ER - TY - BOOK AU - Fuchs, Christian ID - 42949 SN - 9781032362724 TI - Digital Democracy and the Digital Public Sphere VL - 6 ER - TY - GEN AB - Effective photoinduced charge transfer makes molecular bimetallic assemblies attractive for applications as active light induced proton reduction systems. For a more sustainable future, development of competitive base metal dyads is mandatory. However, the electron transfer mechanisms from the photosensitizer to the proton reduction catalyst in base metal dyads remain so far unexplored. We study a Fe-Co dyad that exhibits photocatalytic H2 production activity using femtosecond X-ray emission spectroscopy, complemented by ultrafast optical spectroscopy and theoretical time-dependent DFT calculations, to understand the electronic and structural dynamics after photoexcitation and during the subsequent charge transfer process from the FeII photosensitizer to the cobaloxime catalyst. Using this novel approach, the simultaneous measurement of the transient Kalpha X-ray emission at the iron and cobalt K-edges in a two-colour experiment is enabled making it possible to correlate the excited state dynamics to the electron transfer processes. The methodology, therefore, provides a clear and direct spectroscopic evidence of the Fe->Co electron transfer responsible for the proton reduction activity. AU - Nowakowski, Michał AU - Huber-Gedert, Marina AU - Elgabarty, Hossam AU - Kubicki, Jacek AU - Kertem, Ahmet AU - Lindner, Natalia AU - Khakhulin, Dimitry AU - Lima, Frederico Alves AU - Choi, Tae-Kyu AU - Biednov, Mykola AU - Piergies, Natalia AU - Zalden, Peter AU - Kubicek, Katerina AU - Rodriguez-Fernandez, Angel AU - Salem, Mohammad Alaraby AU - Kühne, Thomas AU - Gawelda, Wojciech AU - Bauer, Matthias ID - 40982 T2 - arxiv TI - Ultrafast two-colour X-ray emission spectroscopy reveals excited state landscape in a base metal dyad ER - TY - CONF AB - The article shows how to learn models of dynamical systems from data which are governed by an unknown variational PDE. Rather than employing reduction techniques, we learn a discrete field theory governed by a discrete Lagrangian density $L_d$ that is modelled as a neural network. Careful regularisation of the loss function for training $L_d$ is necessary to obtain a field theory that is suitable for numerical computations: we derive a regularisation term which optimises the solvability of the discrete Euler--Lagrange equations. Secondly, we develop a method to find solutions to machine learned discrete field theories which constitute travelling waves of the underlying continuous PDE. AU - Offen, Christian AU - Ober-Blöbaum, Sina ED - Nielsen, F ED - Barbaresco, F ID - 42163 KW - System identification KW - discrete Lagrangians KW - travelling waves T2 - Geometric Science of Information TI - Learning discrete Lagrangians for variational PDEs from data and detection of travelling waves VL - 14071 ER - TY - JOUR AB - The principle of least action is one of the most fundamental physical principle. It says that among all possible motions connecting two points in a phase space, the system will exhibit those motions which extremise an action functional. Many qualitative features of dynamical systems, such as the presence of conservation laws and energy balance equations, are related to the existence of an action functional. Incorporating variational structure into learning algorithms for dynamical systems is, therefore, crucial in order to make sure that the learned model shares important features with the exact physical system. In this paper we show how to incorporate variational principles into trajectory predictions of learned dynamical systems. The novelty of this work is that (1) our technique relies only on discrete position data of observed trajectories. Velocities or conjugate momenta do not need to be observed or approximated and no prior knowledge about the form of the variational principle is assumed. Instead, they are recovered using backward error analysis. (2) Moreover, our technique compensates discretisation errors when trajectories are computed from the learned system. This is important when moderate to large step-sizes are used and high accuracy is required. For this, we introduce and rigorously analyse the concept of inverse modified Lagrangians by developing an inverse version of variational backward error analysis. (3) Finally, we introduce a method to perform system identification from position observations only, based on variational backward error analysis. AU - Ober-Blöbaum, Sina AU - Offen, Christian ID - 29240 JF - Journal of Computational and Applied Mathematics KW - Lagrangian learning KW - variational backward error analysis KW - modified Lagrangian KW - variational integrators KW - physics informed learning SN - 0377-0427 TI - Variational Learning of Euler–Lagrange Dynamics from Data VL - 421 ER - TY - JOUR AB - The numerical solution of an ordinary differential equation can be interpreted as the exact solution of a nearby modified equation. Investigating the behaviour of numerical solutions by analysing the modified equation is known as backward error analysis. If the original and modified equation share structural properties, then the exact and approximate solution share geometric features such as the existence of conserved quantities. Conjugate symplectic methods preserve a modified symplectic form and a modified Hamiltonian when applied to a Hamiltonian system. We show how a blended version of variational and symplectic techniques can be used to compute modified symplectic and Hamiltonian structures. In contrast to other approaches, our backward error analysis method does not rely on an ansatz but computes the structures systematically, provided that a variational formulation of the method is known. The technique is illustrated on the example of symmetric linear multistep methods with matrix coefficients. AU - McLachlan, Robert AU - Offen, Christian ID - 29236 IS - 1 JF - Journal of Geometric Mechanics KW - variational integrators KW - backward error analysis KW - Euler--Lagrange equations KW - multistep methods KW - conjugate symplectic methods TI - Backward error analysis for conjugate symplectic methods VL - 15 ER - TY - JOUR AB - Recently, Hamiltonian neural networks (HNN) have been introduced to incorporate prior physical knowledge when learning the dynamical equations of Hamiltonian systems. Hereby, the symplectic system structure is preserved despite the data-driven modeling approach. However, preserving symmetries requires additional attention. In this research, we enhance the HNN with a Lie algebra framework to detect and embed symmetries in the neural network. This approach allows to simultaneously learn the symmetry group action and the total energy of the system. As illustrating examples, a pendulum on a cart and a two-body problem from astrodynamics are considered. AU - Dierkes, Eva AU - Offen, Christian AU - Ober-Blöbaum, Sina AU - Flaßkamp, Kathrin ID - 37654 IS - 6 JF - Chaos SN - 1054-1500 TI - Hamiltonian Neural Networks with Automatic Symmetry Detection VL - 33 ER - TY - CHAP AU - Dehmel, Lukas ED - Kondratjuk, Maria ID - 46473 T2 - Grundlagen der Erwachsenen- und Weiterbildungsforschung TI - 6.3.2 Medienpädagogische Professionalisierung in der beruflichen Weiterbildung. Eine Studie aus Perspektive der biografischen Medienforschung. Steckbrief zur Dissertation. ER - TY - JOUR AU - Unterstell, Rembert ID - 46471 IS - 1 JF - german research – Magazine of the Deutsche Forschungsgemeinschaft TI - „Allowing the Economy to Breathe Even During the Crisis“ – Interview with Tax Expert Caren Sureth-Sloane ER - TY - GEN ED - Ade, Larissa ED - Breiwe, René ED - Dehmel, Lukas ED - Wolf, Karsten D. ED - Rummler, Klaus ED - Dander, Valentin ED - Grünberger, Nina ED - Schiefner-Rohs, Mandy ID - 46474 IS - 53 TI - ENT | GRENZ | UNGEN in der Medienpädagogik. Perspektiven im Anschluss an den 28. Kongress der DGfE ER - TY - JOUR AU - Dehmel, Lukas AU - Meister, Dorothee AU - Gerhardts, Lara ID - 46472 IS - 53 JF - Zeitschrift MedienPädagogik TI - Die Entgrenzung von Kommunikationskulturen in Lehrpersonenkollegien. Reflexion einer unbeabsichtigten Begleiterscheinung der Arbeit mit Tablets. ER - TY - CHAP AB - Dieser Beitrag bietet verschiedene professionelle Perspektiven auf den popmusikalischen Kommunikationsprozesses innerhalb postdigitaler Popmusikjournalismuskulturen. Neben einer wissenschaftlichen Rahmung, Übersicht und Strukturierung des Untersuchungsfelds und des Forschungsstands versammelt der Beitrag multiperspektivische Thesen, die journalistische Praktiken und ihre Reflexionen von Produktion über Distribution und Rezeption/Nutzung bis zur Weiterverarbeitung inklusive Archivierung/Institutionalisierung/Musealisierung aufgreifen und herausstellen. Die aufgestellten Thesen gelten als Aufschlag für die zukünftige Analyse des so fundamentalen und doch auch immer wieder übersehenen Berufsfeldes und seiner Rezeption zwischen Faszination und Exploitation. AU - Godlewsky, Tanja AU - Jacke, Christoph AU - Roenneke, Stefanie AU - Venker, Thomas ED - Moormann, Peter ED - Ruth, Nicolas ID - 46475 SN - 2626-6199 T2 - Musik und Internet. Aktuelle Phänomene populärer Kulturen TI - Pop(musik)journalismen zwischen Printmagazin-Krise und postdigitaler Realität – Forschungsüberblick und multiperspektivische Thesen ER - TY - CONF AB - Abstract. Increasing resource efficiency is a major challenge and affects almost every aspect of social and economic life. The mobility sector in particular is responsible for a large share of primary energy consumption and is increasingly in the focus of public interest. One possibility to adress these challenges is to reduce the vehicle weight by means of lightweight construction technologies such as multi-material systems. These assemblies consist of workpieces with different mechanical and geometrical properties, which poses a major challenge for joining technology. Mechanical joining processes such as semi-tubular self-piercing riveting are often used in the production of these assemblies, but due to their process characteristics, they are rigid and can only react to changing process variables to a limited extent. One way to increase the versatility of self-piercing riveting is to superimpose a tumbling kinematics on the punch. During tumbling, an angular offset of the punch axis to the tool axis is set and the contact area between punch and workpiece is reduced. In this work, investigations were carried out to determine how the tumbling strategy, consisting of the parameters tumbling angle, tumbling onset and tumbling kinematics, affects the material flow of the rivet element. For this purpose, experimental tests are conducted with the typical materials of conventional multi-material systems and the geometric joint formations are determined by means of macrographs. AU - Wituschek, S. AU - Elbel, L. AU - Lechner, M. ID - 46476 SN - 2474-395X T2 - Materials Research Proceedings TI - Versatile self-piercing riveting with a tumbling superimposed punch ER - TY - JOUR AU - Lange, Nina Amelie AU - Schapeler, Timon AU - Höpker, Jan Philipp AU - Protte, Maximilian AU - Bartley, Tim ID - 46468 IS - 2 JF - Physical Review A SN - 2469-9926 TI - Degenerate photons from a cryogenic spontaneous parametric down-conversion source VL - 108 ER - TY - JOUR AU - Bartelheimer, Christian AU - zur Heiden, Philipp AU - Berendes, Carsten Ingo AU - Beverungen, Daniel ID - 46478 JF - European Journal of Information Systems KW - Library and Information Sciences KW - Information Systems SN - 0960-085X TI - Designing digital actor engagement platforms for local high streets: an action design research study ER - TY - THES AB - Ever increasing demands on the performance of microchips are leading to ever more complex semiconductor technologies with ever shrinking feature sizes. Complex applications with high demands on safety and reliability, such as autonomous driving, are simultaneously driving the requirements for test and diagnosis of VLSI circuits. Throughout the life cycle of a microchip, uncertainties occur that affect its timing behavior. For example, weak circuit structures, aging effects, or process variations can lead to a change in the timing behavior of the circuit. While these uncertainties do not necessarily lead to a change of the functional behavior, they can lead to a reliability problem. With modular and hybrid compaction two test instruments are presented in this work that can be used for X-tolerant test response compaction in the built-in Faster-than-At-Speed Test (FAST) which is used to detect uncertainties in VLSI circuits. One challenge for test response compaction during FAST is the high and varying X-rate at the outputs of the circuit under test. By dividing the circuit outputs into test groups and separately compacting these test groups using stochastic compactors, the modular compaction is able to handle these high and varying X-rates. To deal with uncertainties on logic interconnects, a method for distinguishing crosstalk and process variation is presented. In current semiconductor technologies, the number of parasitic coupling capacitances between logic interconnects is growing. These coupling capacitances can lead to crosstalk, which causes increased current flow in the logic interconnects, which in turn can lead to increased electromigration. In the presented method, delay maps describing the timing behavior of the circuit outputs at different operating points are used to train artificial neural networks which classify the tested circuits into fault-free and faulty. AU - Sprenger, Alexander ID - 46482 KW - Testantwortkompaktierung KW - Prozessvariation KW - Silicon Lifecycle Management TI - Testinstrumente und Testdatenanalyse zur Verarbeitung von Unsicherheiten in Logikblöcken hochintegrierter Schaltungen ER - TY - CONF AB - We present a miniaturized pulse shaping device that creates an arbitrary dispersion through the interaction of multiple metasurfaces on less than 2 mm3 volume. For this, a metalens and a grating-metasurface between two silver mirrors are fabricated. The grating contains further phase information to achieve the device's pulse shaping functionality. AU - Geromel, René AU - Georgi, Philip AU - Protte, Maximilian AU - Bartley, Tim AU - Huang, Lingling AU - Zentgraf, Thomas ID - 46485 T2 - CLEO: Fundamental Science 2023 TI - Dispersion control with integrated plasmonic metasurfaces ER - TY - JOUR AB - We present the fabrication of strain-free quantum dots in the In0.53Ga0.47As/In0.52Al0.48As-system lattice matched to InP, as future sources for single and entangled photons for long-haul fiber-based quantum communication in the optical C-band. We achieved these quantum dots by local droplet etching via InAl droplets in an In0.52Al0.48As layer and subsequent filling of the holes with In0.53Ga0.47As. Here, we present detailed investigations of the hole morphologies measured by atomic force microscopy. Statistical analysis of a set of nanoholes reveals a high degree of symmetry for nearly half of them when etched at optimized temperatures. Overgrowth with 50–150 nm In0.52Al0.48As increases their diameter and elongates the holes along the [01̄1]-direction. By systematically scanning the parameter space, we were able to fill the holes with In0.53Ga0.47As, and by capping the filled holes and performing photoluminescence measurements, we observe photoluminescence emission in the O-band up into the C-band depending on the filling height of the nanoholes. AU - Deutsch, D. AU - Buchholz, C. AU - Zolatanosha, V. AU - Jöns, K. D. AU - Reuter, D. ID - 44851 IS - 5 JF - AIP Advances KW - General Physics and Astronomy SN - 2158-3226 TI - Telecom C-band photon emission from (In,Ga)As quantum dots generated by filling nanoholes in In0.52Al0.48As layers VL - 13 ER - TY - JOUR AU - Müller, Hendrik AU - Weinberger, Christian AU - Grundmeier, Guido AU - de los Arcos de Pedro, Maria Teresa ID - 46480 JF - Journal of Electron Spectroscopy and Related Phenomena KW - Physical and Theoretical Chemistry KW - Spectroscopy KW - Condensed Matter Physics KW - Atomic and Molecular Physics KW - and Optics KW - Radiation KW - Electronic KW - Optical and Magnetic Materials SN - 0368-2048 TI - UV-enhanced environmental charge compensation in near ambient pressure XPS VL - 264 ER -