--- _id: '53073' abstract: - lang: eng text: While shallow decision trees may be interpretable, larger ensemble models like gradient-boosted trees, which often set the state of the art in machine learning problems involving tabular data, still remain black box models. As a remedy, the Shapley value (SV) is a well-known concept in explainable artificial intelligence (XAI) research for quantifying additive feature attributions of predictions. The model-specific TreeSHAP methodology solves the exponential complexity for retrieving exact SVs from tree-based models. Expanding beyond individual feature attribution, Shapley interactions reveal the impact of intricate feature interactions of any order. In this work, we present TreeSHAP-IQ, an efficient method to compute any-order additive Shapley interactions for predictions of tree-based models. TreeSHAP-IQ is supported by a mathematical framework that exploits polynomial arithmetic to compute the interaction scores in a single recursive traversal of the tree, akin to Linear TreeSHAP. We apply TreeSHAP-IQ on state-of-the-art tree ensembles and explore interactions on well-established benchmark datasets. article_type: original author: - first_name: Maximilian full_name: Muschalik, Maximilian last_name: Muschalik - first_name: Fabian full_name: Fumagalli, Fabian id: '93420' last_name: Fumagalli - first_name: Barbara full_name: Hammer, Barbara last_name: Hammer - first_name: Eyke full_name: Huellermeier, Eyke id: '48129' last_name: Huellermeier citation: ama: 'Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352' apa: 'Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352' bibtex: '@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }' chicago: 'Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.' ieee: 'M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.' mla: 'Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.' short: M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396. date_created: 2024-03-27T14:50:04Z date_updated: 2024-03-27T15:06:39Z department: - _id: '660' doi: 10.1609/aaai.v38i13.29352 intvolume: ' 38' issue: '13' keyword: - Explainable Artificial Intelligence language: - iso: eng page: 14388-14396 project: - _id: '126' name: 'TRR 318 - C3: TRR 318 - Subproject C3' - _id: '109' grant_number: '438445824' name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren' - _id: '117' name: 'TRR 318 - C: TRR 318 - Project Area C' publication: Proceedings of the AAAI Conference on Artificial Intelligence publication_identifier: issn: - 2374-3468 - 2159-5399 publication_status: published publisher: Association for the Advancement of Artificial Intelligence (AAAI) status: public title: 'Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles' type: journal_article user_id: '93420' volume: 38 year: '2024' ... --- _id: '50406' abstract: - lang: eng text: "What is the power of polynomial-time quantum computation with access to an NP\r\noracle? In this work, we focus on two fundamental tasks from the study of\r\nBoolean satisfiability (SAT) problems: search-to-decision reductions, and\r\napproximate counting. We first show that, in strong contrast to the classical\r\nsetting where a poly-time Turing machine requires $\\Theta(n)$ queries to an NP\r\noracle to compute a witness to a given SAT formula, quantumly $\\Theta(\\log n)$\r\nqueries suffice. We then show this is tight in the black-box model - any\r\nquantum algorithm with \"NP-like\" query access to a formula requires\r\n$\\Omega(\\log n)$ queries to extract a solution with constant probability.\r\nMoving to approximate counting of SAT solutions, by exploiting a quantum link\r\nbetween search-to-decision reductions and approximate counting, we show that\r\nexisting classical approximate counting algorithms are likely optimal. First,\r\nwe give a lower bound in the \"NP-like\" black-box query setting: Approximate\r\ncounting requires $\\Omega(\\log n)$ queries, even on a quantum computer. We then\r\ngive a \"white-box\" lower bound (i.e. where the input formula is not hidden in\r\nthe oracle) - if there exists a randomized poly-time classical or quantum\r\nalgorithm for approximate counting making $o(log n)$ NP queries, then\r\n$\\text{BPP}^{\\text{NP}[o(n)]}$ contains a $\\text{P}^{\\text{NP}}$-complete\r\nproblem if the algorithm is classical and $\\text{FBQP}^{\\text{NP}[o(n)]}$\r\ncontains an $\\text{FP}^{\\text{NP}}$-complete problem if the algorithm is\r\nquantum." author: - first_name: Sevag full_name: Gharibian, Sevag id: '71541' last_name: Gharibian orcid: 0000-0002-9992-3379 - first_name: Jonas full_name: Kamminga, Jonas last_name: Kamminga citation: ama: 'Gharibian S, Kamminga J. BQP, meet NP: Search-to-decision reductions and approximate counting. arXiv:240103943. Published online 2024.' apa: 'Gharibian, S., & Kamminga, J. (2024). BQP, meet NP: Search-to-decision reductions and approximate counting. In arXiv:2401.03943.' bibtex: '@article{Gharibian_Kamminga_2024, title={BQP, meet NP: Search-to-decision reductions and approximate counting}, journal={arXiv:2401.03943}, author={Gharibian, Sevag and Kamminga, Jonas}, year={2024} }' chicago: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision Reductions and Approximate Counting.” ArXiv:2401.03943, 2024.' ieee: 'S. Gharibian and J. Kamminga, “BQP, meet NP: Search-to-decision reductions and approximate counting,” arXiv:2401.03943. 2024.' mla: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision Reductions and Approximate Counting.” ArXiv:2401.03943, 2024.' short: S. Gharibian, J. Kamminga, ArXiv:2401.03943 (2024). date_created: 2024-01-09T13:59:44Z date_updated: 2024-01-09T13:59:52Z external_id: arxiv: - '2401.03943' language: - iso: eng publication: arXiv:2401.03943 status: public title: 'BQP, meet NP: Search-to-decision reductions and approximate counting' type: preprint user_id: '71541' year: '2024' ... --- _id: '52212' author: - first_name: Karina full_name: Tews, Karina id: '40263' last_name: Tews - first_name: Dominik full_name: Teutenberg, Dominik id: '537' last_name: Teutenberg - first_name: Gerson full_name: Meschut, Gerson id: '32056' last_name: Meschut orcid: 0000-0002-2763-1246 - first_name: Moritz full_name: Buczek, Moritz id: '83727' last_name: Buczek - first_name: Tobias full_name: Duffe, Tobias id: '41322' last_name: Duffe - first_name: Gunter full_name: Kullmer, Gunter id: '291' last_name: Kullmer citation: ama: 'Tews K, Teutenberg D, Meschut G, Buczek M, Duffe T, Kullmer G. Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden. In: 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik. ; 2024.' apa: 'Tews, K., Teutenberg, D., Meschut, G., Buczek, M., Duffe, T., & Kullmer, G. (2024). Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden. 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik. 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik, Köln.' bibtex: '@inproceedings{Tews_Teutenberg_Meschut_Buczek_Duffe_Kullmer_2024, title={Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden}, booktitle={24. Kolloquium: Gemeinsame Forschung in der Klebtechnik}, author={Tews, Karina and Teutenberg, Dominik and Meschut, Gerson and Buczek, Moritz and Duffe, Tobias and Kullmer, Gunter}, year={2024} }' chicago: 'Tews, Karina, Dominik Teutenberg, Gerson Meschut, Moritz Buczek, Tobias Duffe, and Gunter Kullmer. “Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden.” In 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2024.' ieee: 'K. Tews, D. Teutenberg, G. Meschut, M. Buczek, T. Duffe, and G. Kullmer, “Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden,” presented at the 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik, Köln, 2024.' mla: 'Tews, Karina, et al. “Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden.” 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2024.' short: 'K. Tews, D. Teutenberg, G. Meschut, M. Buczek, T. Duffe, G. Kullmer, in: 24. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2024.' conference: end_date: 2024-02-28 location: Köln name: '24. Kolloquium: Gemeinsame Forschung in der Klebtechnik' start_date: 2024-02-27 date_created: 2024-02-29T12:24:25Z date_updated: 2024-02-29T12:33:41Z department: - _id: '157' language: - iso: ger publication: '24. Kolloquium: Gemeinsame Forschung in der Klebtechnik' status: public title: Bruchmechanisches Schnittebenenkonzept zur lebensdauergerechten Auslegung von hyperelastischen Klebverbindungen bei multiaxialen und variablen Belastungsamplituden type: conference user_id: '40263' year: '2024' ... --- _id: '49364' author: - first_name: Michel full_name: Scholtysik, Michel id: '50562' last_name: Scholtysik - first_name: Malte full_name: Rohde, Malte last_name: Rohde - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 - first_name: Roman full_name: Dumitrescu, Roman id: '16190' last_name: Dumitrescu citation: ama: 'Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Business strategy taxonomy and solution patterns for the circular economy. In: ; 2024.' apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Business strategy taxonomy and solution patterns for the circular economy. bibtex: '@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Business strategy taxonomy and solution patterns for the circular economy}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }' chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024. ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024. mla: Scholtysik, Michel, et al. Business Strategy Taxonomy and Solution Patterns for the Circular Economy. 2024. short: 'M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.' date_created: 2023-11-30T10:57:30Z date_updated: 2023-11-30T14:27:55Z department: - _id: '563' language: - iso: eng status: public title: Business strategy taxonomy and solution patterns for the circular economy type: conference user_id: '50562' year: '2024' ... --- _id: '51221' abstract: - lang: eng text: Charge transfer mechanism in the deprotonation-induced n-type doping of PCBM. author: - first_name: Chuan-Ding full_name: Dong, Chuan-Ding id: '67188' last_name: Dong - first_name: Fabian full_name: Bauch, Fabian id: '61389' last_name: Bauch orcid: 0009-0008-6279-077X - first_name: Yuanyuan full_name: Hu, Yuanyuan last_name: Hu - first_name: Stefan full_name: Schumacher, Stefan id: '27271' last_name: Schumacher orcid: 0000-0003-4042-4951 citation: ama: Dong C-D, Bauch F, Hu Y, Schumacher S. Charge transfer in superbase n-type doping of PCBM induced by deprotonation. Physical Chemistry Chemical Physics. 2024;26(5):4194-4199. doi:10.1039/d3cp05105f apa: Dong, C.-D., Bauch, F., Hu, Y., & Schumacher, S. (2024). Charge transfer in superbase n-type doping of PCBM induced by deprotonation. Physical Chemistry Chemical Physics, 26(5), 4194–4199. https://doi.org/10.1039/d3cp05105f bibtex: '@article{Dong_Bauch_Hu_Schumacher_2024, title={Charge transfer in superbase n-type doping of PCBM induced by deprotonation}, volume={26}, DOI={10.1039/d3cp05105f}, number={5}, journal={Physical Chemistry Chemical Physics}, publisher={Royal Society of Chemistry (RSC)}, author={Dong, Chuan-Ding and Bauch, Fabian and Hu, Yuanyuan and Schumacher, Stefan}, year={2024}, pages={4194–4199} }' chicago: 'Dong, Chuan-Ding, Fabian Bauch, Yuanyuan Hu, and Stefan Schumacher. “Charge Transfer in Superbase N-Type Doping of PCBM Induced by Deprotonation.” Physical Chemistry Chemical Physics 26, no. 5 (2024): 4194–99. https://doi.org/10.1039/d3cp05105f.' ieee: 'C.-D. Dong, F. Bauch, Y. Hu, and S. Schumacher, “Charge transfer in superbase n-type doping of PCBM induced by deprotonation,” Physical Chemistry Chemical Physics, vol. 26, no. 5, pp. 4194–4199, 2024, doi: 10.1039/d3cp05105f.' mla: Dong, Chuan-Ding, et al. “Charge Transfer in Superbase N-Type Doping of PCBM Induced by Deprotonation.” Physical Chemistry Chemical Physics, vol. 26, no. 5, Royal Society of Chemistry (RSC), 2024, pp. 4194–99, doi:10.1039/d3cp05105f. short: C.-D. Dong, F. Bauch, Y. Hu, S. Schumacher, Physical Chemistry Chemical Physics 26 (2024) 4194–4199. date_created: 2024-02-07T14:15:44Z date_updated: 2024-02-07T14:35:55Z department: - _id: '35' - _id: '15' doi: 10.1039/d3cp05105f intvolume: ' 26' issue: '5' keyword: - Physical and Theoretical Chemistry - General Physics and Astronomy language: - iso: eng page: 4194-4199 publication: Physical Chemistry Chemical Physics publication_identifier: issn: - 1463-9076 - 1463-9084 publication_status: published publisher: Royal Society of Chemistry (RSC) status: public title: Charge transfer in superbase n-type doping of PCBM induced by deprotonation type: journal_article user_id: '61389' volume: 26 year: '2024' ... --- _id: '51098' author: - first_name: Amelie full_name: Labusch, Amelie id: '65599' last_name: Labusch - first_name: Birgit full_name: Eickelmann, Birgit id: '40387' last_name: Eickelmann - first_name: Gianna full_name: Casamassima, Gianna id: '41118' last_name: Casamassima - first_name: Kerstin full_name: Drossel, Kerstin id: '48921' last_name: Drossel - first_name: G.B. full_name: Gudmundsdottir, G.B. last_name: Gudmundsdottir - first_name: A. full_name: Kazani, A. last_name: Kazani - first_name: L. full_name: Mifsud, L. last_name: Mifsud - first_name: M. full_name: Symeonaki, M. last_name: Symeonaki - first_name: G. full_name: Teidla-Kunitsõn, G. last_name: Teidla-Kunitsõn citation: ama: 'Labusch A, Eickelmann B, Casamassima G, et al. Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research. In: Holmarsdottir HB, Seland I, Hyggen C, Roth M, eds. Understanding the everyday digital lives of children and young people . Palgrave Macmillan; 2024:321-350. doi:https://doi.org/10.1007/978-3-031-46929-9' apa: 'Labusch, A., Eickelmann, B., Casamassima, G., Drossel, K., Gudmundsdottir, G. B., Kazani, A., Mifsud, L., Symeonaki, M., & Teidla-Kunitsõn, G. (2024). Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research. In H. B. Holmarsdottir, I. Seland, C. Hyggen, & M. Roth (Eds.), Understanding the everyday digital lives of children and young people (pp. 321–350). Palgrave Macmillan. https://doi.org/10.1007/978-3-031-46929-9' bibtex: '@inbook{Labusch_Eickelmann_Casamassima_Drossel_Gudmundsdottir_Kazani_Mifsud_Symeonaki_Teidla-Kunitsõn_2024, title={Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research}, DOI={https://doi.org/10.1007/978-3-031-46929-9}, booktitle={Understanding the everyday digital lives of children and young people }, publisher={Palgrave Macmillan}, author={Labusch, Amelie and Eickelmann, Birgit and Casamassima, Gianna and Drossel, Kerstin and Gudmundsdottir, G.B. and Kazani, A. and Mifsud, L. and Symeonaki, M. and Teidla-Kunitsõn, G.}, editor={Holmarsdottir, H.B. and Seland, I. and Hyggen, C. and Roth, M.}, year={2024}, pages={321–350} }' chicago: 'Labusch, Amelie, Birgit Eickelmann, Gianna Casamassima, Kerstin Drossel, G.B. Gudmundsdottir, A. Kazani, L. Mifsud, M. Symeonaki, and G. Teidla-Kunitsõn. “Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research.” In Understanding the everyday digital lives of children and young people , edited by H.B. Holmarsdottir, I. Seland, C. Hyggen, and M. Roth, 321–50. Palgrave Macmillan, 2024. https://doi.org/10.1007/978-3-031-46929-9.' ieee: 'A. Labusch et al., “Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research,” in Understanding the everyday digital lives of children and young people , H. B. Holmarsdottir, I. Seland, C. Hyggen, and M. Roth, Eds. Palgrave Macmillan, 2024, pp. 321–350.' mla: 'Labusch, Amelie, et al. “Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research.” Understanding the everyday digital lives of children and young people , edited by H.B. Holmarsdottir et al., Palgrave Macmillan, 2024, pp. 321–50, doi:https://doi.org/10.1007/978-3-031-46929-9.' short: 'A. Labusch, B. Eickelmann, G. Casamassima, K. Drossel, G.B. Gudmundsdottir, A. Kazani, L. Mifsud, M. Symeonaki, G. Teidla-Kunitsõn, in: H.B. Holmarsdottir, I. Seland, C. Hyggen, M. Roth (Eds.), Understanding the everyday digital lives of children and young people , Palgrave Macmillan, 2024, pp. 321–350.' date_created: 2024-01-31T12:36:49Z date_updated: 2024-03-20T10:29:28Z department: - _id: '462' doi: https://doi.org/10.1007/978-3-031-46929-9 editor: - first_name: H.B. full_name: Holmarsdottir, H.B. last_name: Holmarsdottir - first_name: I. full_name: Seland, I. last_name: Seland - first_name: C. full_name: Hyggen, C. last_name: Hyggen - first_name: M. full_name: Roth, M. last_name: Roth language: - iso: ger page: 321-350 publication: 'Understanding the everyday digital lives of children and young people ' publication_status: published publisher: Palgrave Macmillan status: public title: 'Children and young people’s ICT experiences in school education: Participatory research design to engage children and young people as experts in research' type: book_chapter user_id: '103823' year: '2024' ... --- _id: '51624' author: - first_name: Florian Lukas full_name: Staffel, Florian Lukas id: '27829' last_name: Staffel citation: ama: 'Staffel FL. Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023. Sehepunkte. 2024;24(2).' apa: 'Staffel, F. L. (2024). Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023. In Sehepunkte (Vol. 24, Issue 2).' bibtex: '@article{Staffel_2024, title={Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023.}, volume={24}, number={2}, journal={Sehepunkte}, author={Staffel, Florian Lukas}, year={2024} }' chicago: 'Staffel, Florian Lukas. “Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023.” Sehepunkte, 2024.' ieee: 'F. L. Staffel, “Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023.,” Sehepunkte, vol. 24, no. 2. 2024.' mla: 'Staffel, Florian Lukas. “Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023.” Sehepunkte, vol. 24, no. 2, 2024.' short: F.L. Staffel, Sehepunkte 24 (2024). date_created: 2024-02-20T15:10:06Z date_updated: 2024-02-20T15:11:52Z intvolume: ' 24' issue: '2' language: - iso: ger main_file_link: - open_access: '1' url: https://www.sehepunkte.de/2024/02/38365.html oa: '1' publication: Sehepunkte status: public title: 'Christian Marx: Wegbereiter der Globalisierung. Multinationale Unternehmen der westeuropäischen Chemieindustrie in der Zeit nach dem Boom (1960er-2000er Jahre) (= Nach dem Boom), Göttingen 2023.' type: review user_id: '27829' volume: 24 year: '2024' ... --- _id: '49363' author: - first_name: Michel full_name: Scholtysik, Michel id: '50562' last_name: Scholtysik - first_name: Malte full_name: Rohde, Malte last_name: Rohde - first_name: Christian full_name: Koldewey, Christian id: '43136' last_name: Koldewey orcid: https://orcid.org/0000-0001-7992-6399 - first_name: Roman full_name: Dumitrescu, Roman id: '16190' last_name: Dumitrescu citation: ama: 'Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas. In: ; 2024.' apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas. bibtex: '@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }' chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas,” 2024. ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” 2024. mla: Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas. 2024. short: 'M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.' date_created: 2023-11-30T10:56:31Z date_updated: 2023-11-30T14:27:45Z department: - _id: '563' language: - iso: eng status: public title: Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas type: conference user_id: '50562' year: '2024' ... --- _id: '52332' author: - first_name: Julie full_name: Intveen, Julie id: '56558' last_name: Intveen citation: ama: Intveen J. Commonwealth Connections. Discovering global dynamics through Model UN discourse. MEIN FACH - Englisch Sek II. 2024;1. apa: Intveen, J. (2024). Commonwealth Connections. Discovering global dynamics through Model UN discourse. MEIN FACH - Englisch Sek II, 1. bibtex: '@article{Intveen_2024, title={Commonwealth Connections. Discovering global dynamics through Model UN discourse}, volume={1}, journal={MEIN FACH - Englisch Sek II}, author={Intveen, Julie}, year={2024} }' chicago: Intveen, Julie. “Commonwealth Connections. Discovering Global Dynamics through Model UN Discourse.” MEIN FACH - Englisch Sek II 1 (2024). ieee: J. Intveen, “Commonwealth Connections. Discovering global dynamics through Model UN discourse,” MEIN FACH - Englisch Sek II, vol. 1, 2024. mla: Intveen, Julie. “Commonwealth Connections. Discovering Global Dynamics through Model UN Discourse.” MEIN FACH - Englisch Sek II, vol. 1, 2024. short: J. Intveen, MEIN FACH - Englisch Sek II 1 (2024). date_created: 2024-03-07T00:37:04Z date_updated: 2024-03-07T01:06:28Z intvolume: ' 1' language: - iso: eng publication: MEIN FACH - Englisch Sek II publication_status: published status: public title: Commonwealth Connections. Discovering global dynamics through Model UN discourse type: journal_article user_id: '56558' volume: 1 year: '2024' ... --- _id: '49652' abstract: - lang: eng text: Broadband coherent anti-Stokes Raman scattering (BCARS) is a powerful spectroscopy method combining high signal intensity with spectral sensitivity, enabling rapid imaging of heterogeneous samples in biomedical research and, more recently, in crystalline materials. However, BCARS encounters spectral distortion due to a setup-dependent non-resonant background (NRB). This study assesses BCARS reproducibility through a round robin experiment using two distinct BCARS setups and crystalline materials with varying structural complexity, including diamond, 6H-SiC, KDP, and KTP. The analysis compares setup-specific NRB correction procedures, detected and NRB-removed spectra, and mode assignment. We determine the influence of BCARS setup parameters like pump wavelength, pulse width, and detection geometry and provide a practical guide for optimizing BCARS setups for solid-state applications. article_number: '112' article_type: original author: - first_name: Franz full_name: Hempel, Franz last_name: Hempel - first_name: Federico full_name: Vernuccio, Federico last_name: Vernuccio - first_name: Lukas full_name: König, Lukas last_name: König - first_name: Robin full_name: Buschbeck, Robin last_name: Buschbeck - first_name: Michael full_name: Rüsing, Michael id: '22501' last_name: Rüsing orcid: 0000-0003-4682-4577 - first_name: Giulio full_name: Cerullo, Giulio last_name: Cerullo - first_name: Dario full_name: Polli, Dario last_name: Polli - first_name: Lukas M. full_name: Eng, Lukas M. last_name: Eng citation: ama: 'Hempel F, Vernuccio F, König L, et al. Comparing transmission- and epi-BCARS: a round robin on solid-state materials. Applied Optics. 2024;63(1). doi:10.1364/ao.505374' apa: 'Hempel, F., Vernuccio, F., König, L., Buschbeck, R., Rüsing, M., Cerullo, G., Polli, D., & Eng, L. M. (2024). Comparing transmission- and epi-BCARS: a round robin on solid-state materials. Applied Optics, 63(1), Article 112. https://doi.org/10.1364/ao.505374' bibtex: '@article{Hempel_Vernuccio_König_Buschbeck_Rüsing_Cerullo_Polli_Eng_2024, title={Comparing transmission- and epi-BCARS: a round robin on solid-state materials}, volume={63}, DOI={10.1364/ao.505374}, number={1112}, journal={Applied Optics}, publisher={Optica Publishing Group}, author={Hempel, Franz and Vernuccio, Federico and König, Lukas and Buschbeck, Robin and Rüsing, Michael and Cerullo, Giulio and Polli, Dario and Eng, Lukas M.}, year={2024} }' chicago: 'Hempel, Franz, Federico Vernuccio, Lukas König, Robin Buschbeck, Michael Rüsing, Giulio Cerullo, Dario Polli, and Lukas M. Eng. “Comparing Transmission- and Epi-BCARS: A Round Robin on Solid-State Materials.” Applied Optics 63, no. 1 (2024). https://doi.org/10.1364/ao.505374.' ieee: 'F. Hempel et al., “Comparing transmission- and epi-BCARS: a round robin on solid-state materials,” Applied Optics, vol. 63, no. 1, Art. no. 112, 2024, doi: 10.1364/ao.505374.' mla: 'Hempel, Franz, et al. “Comparing Transmission- and Epi-BCARS: A Round Robin on Solid-State Materials.” Applied Optics, vol. 63, no. 1, 112, Optica Publishing Group, 2024, doi:10.1364/ao.505374.' short: F. Hempel, F. Vernuccio, L. König, R. Buschbeck, M. Rüsing, G. Cerullo, D. Polli, L.M. Eng, Applied Optics 63 (2024). date_created: 2023-12-15T07:32:38Z date_updated: 2024-01-09T15:05:52Z department: - _id: '15' doi: 10.1364/ao.505374 intvolume: ' 63' issue: '1' keyword: - Atomic and Molecular Physics - and Optics - Engineering (miscellaneous) - Electrical and Electronic Engineering language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/pdf/2306.09701.pdf oa: '1' publication: Applied Optics publication_identifier: issn: - 1559-128X - 2155-3165 publication_status: published publisher: Optica Publishing Group quality_controlled: '1' related_material: link: - relation: confirmation url: https://arxiv.org/abs/2306.09701 status: public title: 'Comparing transmission- and epi-BCARS: a round robin on solid-state materials' type: journal_article user_id: '22501' volume: 63 year: '2024' ...