[{"page":"1617–1642","publisher":"ACM","_id":"65474","language":[{"iso":"eng"}],"user_id":"15504","doi":"10.1145/3712255.3716537","editor":[{"full_name":"Filipic, Bogdan","last_name":"Filipic","first_name":"Bogdan"}],"year":"2025","title":"Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches","status":"public","author":[{"full_name":"Rook, Jeroen","last_name":"Rook","first_name":"Jeroen","id":"102977"},{"full_name":"López-Ibáñez, Manuel","first_name":"Manuel","last_name":"López-Ibáñez"}],"date_updated":"2026-04-21T11:51:59Z","date_created":"2026-04-21T11:50:48Z","type":"conference","department":[{"_id":"819"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025","citation":{"mla":"Rook, Jeroen, and Manuel López-Ibáñez. “Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>, edited by Bogdan Filipic, ACM, 2025, pp. 1617–1642, doi:<a href=\"https://doi.org/10.1145/3712255.3716537\">10.1145/3712255.3716537</a>.","bibtex":"@inproceedings{Rook_López-Ibáñez_2025, title={Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches}, DOI={<a href=\"https://doi.org/10.1145/3712255.3716537\">10.1145/3712255.3716537</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Rook, Jeroen and López-Ibáñez, Manuel}, editor={Filipic, Bogdan}, year={2025}, pages={1617–1642} }","ama":"Rook J, López-Ibáñez M. Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches. In: Filipic B, ed. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>. ACM; 2025:1617–1642. doi:<a href=\"https://doi.org/10.1145/3712255.3716537\">10.1145/3712255.3716537</a>","ieee":"J. Rook and M. López-Ibáñez, “Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>, 2025, pp. 1617–1642, doi: <a href=\"https://doi.org/10.1145/3712255.3716537\">10.1145/3712255.3716537</a>.","apa":"Rook, J., &#38; López-Ibáñez, M. (2025). Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches. In B. Filipic (Ed.), <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i> (pp. 1617–1642). ACM. <a href=\"https://doi.org/10.1145/3712255.3716537\">https://doi.org/10.1145/3712255.3716537</a>","chicago":"Rook, Jeroen, and Manuel López-Ibáñez. “Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025</i>, edited by Bogdan Filipic, 1617–1642. ACM, 2025. <a href=\"https://doi.org/10.1145/3712255.3716537\">https://doi.org/10.1145/3712255.3716537</a>.","short":"J. Rook, M. López-Ibáñez, in: B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 1617–1642."}},{"date_created":"2025-05-14T09:59:50Z","department":[{"_id":"58"},{"_id":"623"}],"type":"conference","citation":{"apa":"Kress, C., Mihaylov, M. M., Schwabe, T., Silberhorn, C., &#38; Scheytt, J. C. (n.d.). Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source. <i>PIERS Proceedings </i>. PhotonIcs and Electromagnetics Research Symposium (PIERS), Abu Dhabi. <a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">https://doi.org/10.1109/PIERS-Spring66516.2025.11276835</a>","ieee":"C. Kress, M. M. Mihaylov, T. Schwabe, C. Silberhorn, and J. C. Scheytt, “Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source,” presented at the PhotonIcs and Electromagnetics Research Symposium (PIERS), Abu Dhabi, doi: <a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">10.1109/PIERS-Spring66516.2025.11276835</a>.","chicago":"Kress, Christian, Martin Miroslavov Mihaylov, Tobias Schwabe, Christine Silberhorn, and J. Christoph Scheytt. “Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source.” In <i>PIERS Proceedings </i>. PhotonIcs and Electromagnetics Research Symposium (PIERS), n.d. <a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">https://doi.org/10.1109/PIERS-Spring66516.2025.11276835</a>.","short":"C. Kress, M.M. Mihaylov, T. Schwabe, C. Silberhorn, J.C. Scheytt, in: PIERS Proceedings , PhotonIcs and Electromagnetics Research Symposium (PIERS), n.d.","mla":"Kress, Christian, et al. “Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source.” <i>PIERS Proceedings </i>, PhotonIcs and Electromagnetics Research Symposium (PIERS), doi:<a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">10.1109/PIERS-Spring66516.2025.11276835</a>.","ama":"Kress C, Mihaylov MM, Schwabe T, Silberhorn C, Scheytt JC. Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source. In: <i>PIERS Proceedings </i>. PhotonIcs and Electromagnetics Research Symposium (PIERS). doi:<a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">10.1109/PIERS-Spring66516.2025.11276835</a>","bibtex":"@inproceedings{Kress_Mihaylov_Schwabe_Silberhorn_Scheytt, title={Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source}, DOI={<a href=\"https://doi.org/10.1109/PIERS-Spring66516.2025.11276835\">10.1109/PIERS-Spring66516.2025.11276835</a>}, booktitle={PIERS Proceedings }, publisher={PhotonIcs and Electromagnetics Research Symposium (PIERS)}, author={Kress, Christian and Mihaylov, Martin Miroslavov and Schwabe, Tobias and Silberhorn, Christine and Scheytt, J. Christoph} }"},"publication":"PIERS Proceedings ","project":[{"name":"PONyDAC: SPP 2111 - PONyDAC II - Präziser Optischer Nyquist-Puls-Synthesizer DAC","_id":"302"},{"_id":"175","name":"TRR 142 - C11: TRR 142 - Kompakte Photonenpaar-Quelle mit ultraschnellen Modulatoren auf Basis von CMOS und LNOI (C11*)"}],"abstract":[{"lang":"eng","text":"The generation of optically broadband Nyquist pulse sequences using an integrated Mach-Zehnder modulator (MZM) in a thin-film lithium-niobate (TFLN) platform with repetition rates of 5 to 32 GHz and optical bandwidths of up to 160 GHz is demonstrated. Nyquist pulse sequences with high optical bandwidth can be used as synchronization and control signals in quantum sources based on photon pair generation."}],"_id":"59895","language":[{"iso":"eng"}],"publisher":"PhotonIcs and Electromagnetics Research Symposium (PIERS)","user_id":"13256","doi":"10.1109/PIERS-Spring66516.2025.11276835","author":[{"id":"13256","first_name":"Christian","last_name":"Kress","orcid":"0000-0002-4403-2237","full_name":"Kress, Christian"},{"id":"42449","full_name":"Mihaylov, Martin Miroslavov","last_name":"Mihaylov","first_name":"Martin Miroslavov"},{"id":"39217","first_name":"Tobias","last_name":"Schwabe","full_name":"Schwabe, Tobias"},{"full_name":"Silberhorn, Christine","last_name":"Silberhorn","first_name":"Christine","id":"26263"},{"id":"37144","first_name":"J. Christoph","orcid":"0000-0002-5950-6618 ","last_name":"Scheytt","full_name":"Scheytt, J. Christoph"}],"conference":{"start_date":"2025-05-03","name":"PhotonIcs and Electromagnetics Research Symposium (PIERS)","location":"Abu Dhabi","end_date":"2025-05-09"},"title":"Broadband Nyquist Pulse Generation on TFLN Platform for Integrated Quantum Source","status":"public","year":"2025","publication_status":"accepted","date_updated":"2026-04-29T14:27:08Z"},{"year":"2025","title":"On the complexity of estimating ground state entanglement and free  energy","status":"public","author":[{"id":"71541","orcid":"0000-0002-9992-3379","last_name":"Gharibian","first_name":"Sevag","full_name":"Gharibian, Sevag"},{"last_name":"Kamminga","first_name":"Jonas","full_name":"Kamminga, Jonas"}],"date_updated":"2026-04-30T14:08:44Z","_id":"61778","language":[{"iso":"eng"}],"user_id":"71541","publication":"arXiv:2510.06796","citation":{"chicago":"Gharibian, Sevag, and Jonas Kamminga. “On the Complexity of Estimating Ground State Entanglement and Free  Energy.” <i>ArXiv:2510.06796</i>, 2025.","short":"S. Gharibian, J. Kamminga, ArXiv:2510.06796 (2025).","apa":"Gharibian, S., &#38; Kamminga, J. (2025). On the complexity of estimating ground state entanglement and free  energy. In <i>arXiv:2510.06796</i>.","ieee":"S. Gharibian and J. Kamminga, “On the complexity of estimating ground state entanglement and free  energy,” <i>arXiv:2510.06796</i>. 2025.","ama":"Gharibian S, Kamminga J. On the complexity of estimating ground state entanglement and free  energy. <i>arXiv:251006796</i>. Published online 2025.","bibtex":"@article{Gharibian_Kamminga_2025, title={On the complexity of estimating ground state entanglement and free  energy}, journal={arXiv:2510.06796}, author={Gharibian, Sevag and Kamminga, Jonas}, year={2025} }","mla":"Gharibian, Sevag, and Jonas Kamminga. “On the Complexity of Estimating Ground State Entanglement and Free  Energy.” <i>ArXiv:2510.06796</i>, 2025."},"abstract":[{"text":"Understanding the entanglement structure of local Hamiltonian ground spaces\r\nis a physically motivated problem, with applications ranging from tensor\r\nnetwork design to quantum error-correcting codes. To this end, we study the\r\ncomplexity of estimating ground state entanglement, and more generally entropy\r\nestimation for low energy states and Gibbs states. We find, in particular, that\r\nthe classes qq-QAM [Kobayashi, le Gall, Nishimura, SICOMP 2019] (a quantum\r\nanalogue of public-coin AM) and QMA(2) (QMA with unentangled proofs) play a\r\ncrucial role for such problems, showing: (1) Detecting a high-entanglement\r\nground state is qq-QAM-complete, (2) computing an additive error approximation\r\nto the Helmholtz free energy (equivalently, a multiplicative error\r\napproximation to the partition function) is in qq-QAM, (3) detecting a\r\nlow-entanglement ground state is QMA(2)-hard, and (4) detecting low energy\r\nstates which are close to product states can range from QMA-complete to\r\nQMA(2)-complete. Our results make progress on an open question of [Bravyi,\r\nChowdhury, Gosset and Wocjan, Nature Physics 2022] on free energy, and yield\r\nthe first QMA(2)-complete Hamiltonian problem using local Hamiltonians (cf. the\r\nsparse QMA(2)-complete Hamiltonian problem of [Chailloux, Sattath, CCC 2012]).","lang":"eng"}],"external_id":{"arxiv":["2510.06796"]},"date_created":"2025-10-10T13:45:28Z","type":"preprint","department":[{"_id":"7"},{"_id":"623"}]},{"department":[{"_id":"58"}],"type":"conference","date_created":"2025-11-06T09:47:40Z","citation":{"ama":"Luchterhandt L, Govindasamy V, Wang Y, Scheytt C, Mueller W, Dömer R. A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids. In: <i>2025 Forum on Specification &#38; Design Languages (FDL)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">10.1109/fdl68117.2025.11165408</a>","bibtex":"@inproceedings{Luchterhandt_Govindasamy_Wang_Scheytt_Mueller_Dömer_2025, title={A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids}, DOI={<a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">10.1109/fdl68117.2025.11165408</a>}, booktitle={2025 Forum on Specification &#38; Design Languages (FDL)}, publisher={IEEE}, author={Luchterhandt, Lars and Govindasamy, Vivek and Wang, Yutong and Scheytt, Christoph and Mueller, Wolfgang and Dömer, Rainer}, year={2025} }","mla":"Luchterhandt, Lars, et al. “A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids.” <i>2025 Forum on Specification &#38; Design Languages (FDL)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">10.1109/fdl68117.2025.11165408</a>.","chicago":"Luchterhandt, Lars, Vivek Govindasamy, Yutong Wang, Christoph Scheytt, Wolfgang Mueller, and Rainer Dömer. “A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids.” In <i>2025 Forum on Specification &#38; Design Languages (FDL)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">https://doi.org/10.1109/fdl68117.2025.11165408</a>.","short":"L. Luchterhandt, V. Govindasamy, Y. Wang, C. Scheytt, W. Mueller, R. Dömer, in: 2025 Forum on Specification &#38; Design Languages (FDL), IEEE, 2025.","apa":"Luchterhandt, L., Govindasamy, V., Wang, Y., Scheytt, C., Mueller, W., &#38; Dömer, R. (2025). A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids. <i>2025 Forum on Specification &#38; Design Languages (FDL)</i>. <a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">https://doi.org/10.1109/fdl68117.2025.11165408</a>","ieee":"L. Luchterhandt, V. Govindasamy, Y. Wang, C. Scheytt, W. Mueller, and R. Dömer, “A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids,” 2025, doi: <a href=\"https://doi.org/10.1109/fdl68117.2025.11165408\">10.1109/fdl68117.2025.11165408</a>."},"publication":"2025 Forum on Specification & Design Languages (FDL)","user_id":"16243","doi":"10.1109/fdl68117.2025.11165408","_id":"62108","publisher":"IEEE","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2026-05-08T09:12:31Z","author":[{"full_name":"Luchterhandt, Lars","first_name":"Lars","last_name":"Luchterhandt"},{"full_name":"Govindasamy, Vivek","last_name":"Govindasamy","first_name":"Vivek"},{"last_name":"Wang","first_name":"Yutong","full_name":"Wang, Yutong"},{"first_name":"Christoph","last_name":"Scheytt","full_name":"Scheytt, Christoph"},{"first_name":"Wolfgang","last_name":"Mueller","full_name":"Mueller, Wolfgang"},{"first_name":"Rainer","last_name":"Dömer","full_name":"Dömer, Rainer"}],"year":"2025","status":"public","title":"A Quantitative Guide to Navigate Speed/Accuracy Tradeoffs in System Level Design of RISC-V Processor Grids"},{"date_created":"2026-05-13T09:44:21Z","type":"conference","department":[{"_id":"27"},{"_id":"518"}],"oa":"1","publication":"Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies","citation":{"mla":"Bröker, Mika, et al. “Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations.” <i>Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>, ACM, 2025, doi:<a href=\"https://doi.org/10.1145/3728179.3728187\">10.1145/3728179.3728187</a>.","bibtex":"@inproceedings{Bröker_Menzel_Plessl_2025, title={Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations}, DOI={<a href=\"https://doi.org/10.1145/3728179.3728187\">10.1145/3728179.3728187</a>}, booktitle={Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Bröker, Mika and Menzel, Johannes and Plessl, Christian}, year={2025} }","ama":"Bröker M, Menzel J, Plessl C. Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations. In: <i>Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. ACM; 2025. doi:<a href=\"https://doi.org/10.1145/3728179.3728187\">10.1145/3728179.3728187</a>","ieee":"M. Bröker, J. Menzel, and C. Plessl, “Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations,” 2025, doi: <a href=\"https://doi.org/10.1145/3728179.3728187\">10.1145/3728179.3728187</a>.","apa":"Bröker, M., Menzel, J., &#38; Plessl, C. (2025). Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations. <i>Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. <a href=\"https://doi.org/10.1145/3728179.3728187\">https://doi.org/10.1145/3728179.3728187</a>","chicago":"Bröker, Mika, Johannes Menzel, and Christian Plessl. “Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations.” In <i>Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. ACM, 2025. <a href=\"https://doi.org/10.1145/3728179.3728187\">https://doi.org/10.1145/3728179.3728187</a>.","short":"M. Bröker, J. Menzel, C. Plessl, in: Proceedings of the 15th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2025."},"main_file_link":[{"open_access":"1"}],"language":[{"iso":"eng"}],"_id":"65618","publisher":"ACM","user_id":"16153","doi":"10.1145/3728179.3728187","status":"public","title":"Evaluating the Strong Scaling Potential of AI Engines for Molecular Dynamics Simulations","year":"2025","author":[{"full_name":"Bröker, Mika","first_name":"Mika","last_name":"Bröker"},{"first_name":"Johannes","last_name":"Menzel","full_name":"Menzel, Johannes"},{"last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian","full_name":"Plessl, Christian","id":"16153"}],"publication_status":"published","date_updated":"2026-05-13T09:45:17Z"},{"external_id":{"arxiv":["2401.02368"]},"citation":{"short":"D. Rudolph, S. Gharibian, D. Nagaj, in: 16th Innovations in Theoretical Computer Science (ITCS), 2025, pp. 1–24.","chicago":"Rudolph, Dorian, Sevag Gharibian, and Daniel Nagaj. “Quantum 2-SAT on Low Dimensional Systems Is $\\mathsf{QMA}_1$-Complete:  Direct Embeddings and Black-Box Simulation.” In <i>16th Innovations in Theoretical Computer Science (ITCS)</i>, 325:1–24, 2025. <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">https://doi.org/10.4230/LIPIcs.ITCS.2025.85</a>.","apa":"Rudolph, D., Gharibian, S., &#38; Nagaj, D. (2025). Quantum 2-SAT on low dimensional systems is $\\mathsf{QMA}_1$-complete:  Direct embeddings and black-box simulation. <i>16th Innovations in Theoretical Computer Science (ITCS)</i>, <i>325</i>(85), 1–24. <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">https://doi.org/10.4230/LIPIcs.ITCS.2025.85</a>","ieee":"D. Rudolph, S. Gharibian, and D. Nagaj, “Quantum 2-SAT on low dimensional systems is $\\mathsf{QMA}_1$-complete:  Direct embeddings and black-box simulation,” in <i>16th Innovations in Theoretical Computer Science (ITCS)</i>, 2025, vol. 325, no. 85, pp. 1–24, doi: <a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">10.4230/LIPIcs.ITCS.2025.85</a>.","ama":"Rudolph D, Gharibian S, Nagaj D. Quantum 2-SAT on low dimensional systems is $\\mathsf{QMA}_1$-complete:  Direct embeddings and black-box simulation. In: <i>16th Innovations in Theoretical Computer Science (ITCS)</i>. Vol 325. ; 2025:1-24. doi:<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">10.4230/LIPIcs.ITCS.2025.85</a>","bibtex":"@inproceedings{Rudolph_Gharibian_Nagaj_2025, title={Quantum 2-SAT on low dimensional systems is $\\mathsf{QMA}_1$-complete:  Direct embeddings and black-box simulation}, volume={325}, DOI={<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">10.4230/LIPIcs.ITCS.2025.85</a>}, number={85}, booktitle={16th Innovations in Theoretical Computer Science (ITCS)}, author={Rudolph, Dorian and Gharibian, Sevag and Nagaj, Daniel}, year={2025}, pages={1–24} }","mla":"Rudolph, Dorian, et al. “Quantum 2-SAT on Low Dimensional Systems Is $\\mathsf{QMA}_1$-Complete:  Direct Embeddings and Black-Box Simulation.” <i>16th Innovations in Theoretical Computer Science (ITCS)</i>, vol. 325, no. 85, 2025, pp. 1–24, doi:<a href=\"https://doi.org/10.4230/LIPIcs.ITCS.2025.85\">10.4230/LIPIcs.ITCS.2025.85</a>."},"_id":"50272","page":"1-24","volume":325,"user_id":"71541","status":"public","date_created":"2024-01-07T20:09:13Z","department":[{"_id":"7"},{"_id":"623"}],"type":"conference","publication":"16th Innovations in Theoretical Computer Science (ITCS)","issue":"85","abstract":[{"lang":"eng","text":"Despite the fundamental role the Quantum Satisfiability (QSAT) problem has\r\nplayed in quantum complexity theory, a central question remains open: At which\r\nlocal dimension does the complexity of QSAT transition from \"easy\" to \"hard\"?\r\nHere, we study QSAT with each constraint acting on a $k$-dimensional and\r\n$l$-dimensional qudit pair, denoted $(k,l)$-QSAT. Our first main result shows\r\nthat, surprisingly, QSAT on qubits can remain $\\mathsf{QMA}_1$-hard, in that\r\n$(2,5)$-QSAT is $\\mathsf{QMA}_1$-complete. In contrast, $2$-SAT on qubits is\r\nwell-known to be poly-time solvable [Bravyi, 2006]. Our second main result\r\nproves that $(3,d)$-QSAT on the 1D line with $d\\in O(1)$ is also\r\n$\\mathsf{QMA}_1$-hard. Finally, we initiate the study of 1D $(2,d)$-QSAT by\r\ngiving a frustration-free 1D Hamiltonian with a unique, entangled ground state.\r\n  Our first result uses a direct embedding, combining a novel clock\r\nconstruction with the 2D circuit-to-Hamiltonian construction of [Gosset, Nagaj,\r\n2013]. Of note is a new simplified and analytic proof for the latter (as\r\nopposed to a partially numeric proof in [GN13]). This exploits Unitary Labelled\r\nGraphs [Bausch, Cubitt, Ozols, 2017] together with a new \"Nullspace Connection\r\nLemma\", allowing us to break low energy analyses into small patches of\r\nprojectors, and to improve the soundness analysis of [GN13] from\r\n$\\Omega(1/T^6)$ to $\\Omega(1/T^2)$, for $T$ the number of gates. Our second\r\nresult goes via black-box reduction: Given an arbitrary 1D Hamiltonian $H$ on\r\n$d'$-dimensional qudits, we show how to embed it into an effective null-space\r\nof a 1D $(3,d)$-QSAT instance, for $d\\in O(1)$. Our approach may be viewed as a\r\nweaker notion of \"simulation\" (\\`a la [Bravyi, Hastings 2017], [Cubitt,\r\nMontanaro, Piddock 2018]). As far as we are aware, this gives the first\r\n\"black-box simulation\"-based $\\mathsf{QMA}_1$-hardness result, i.e. for\r\nfrustration-free Hamiltonians."}],"language":[{"iso":"eng"}],"doi":"10.4230/LIPIcs.ITCS.2025.85","author":[{"first_name":"Dorian","last_name":"Rudolph","full_name":"Rudolph, Dorian","id":"57863"},{"full_name":"Gharibian, Sevag","orcid":"0000-0002-9992-3379","last_name":"Gharibian","first_name":"Sevag","id":"71541"},{"full_name":"Nagaj, Daniel","last_name":"Nagaj","first_name":"Daniel"}],"title":"Quantum 2-SAT on low dimensional systems is $\\mathsf{QMA}_1$-complete:  Direct embeddings and black-box simulation","year":"2025","intvolume":"       325","publication_status":"published","date_updated":"2026-05-15T08:38:31Z"},{"date_created":"2024-07-04T09:02:42Z","external_id":{"arxiv":["2407.03073"]},"department":[{"_id":"7"},{"_id":"623"}],"type":"journal_article","citation":{"short":"H. Buhrman, S. Gharibian, Z. Landau, F.L. Gall, N. Schuch, S. Tamaki, Physical Review Letters 135 (2025) 030601.","chicago":"Buhrman, Harry, Sevag Gharibian, Zeph Landau, François Le Gall, Norbert Schuch, and Suguru Tamaki. “Beating Grover Search for Low-Energy Estimation and State Preparation.” <i>Physical Review Letters</i> 135 (2025): 030601. <a href=\"https://doi.org/10.1103/29qw-bssx\">https://doi.org/10.1103/29qw-bssx</a>.","ieee":"H. Buhrman, S. Gharibian, Z. Landau, F. L. Gall, N. Schuch, and S. Tamaki, “Beating Grover search for low-energy estimation and state preparation,” <i>Physical Review Letters</i>, vol. 135, p. 030601, 2025, doi: <a href=\"https://doi.org/10.1103/29qw-bssx\">10.1103/29qw-bssx</a>.","apa":"Buhrman, H., Gharibian, S., Landau, Z., Gall, F. L., Schuch, N., &#38; Tamaki, S. (2025). Beating Grover search for low-energy estimation and state preparation. <i>Physical Review Letters</i>, <i>135</i>, 030601. <a href=\"https://doi.org/10.1103/29qw-bssx\">https://doi.org/10.1103/29qw-bssx</a>","bibtex":"@article{Buhrman_Gharibian_Landau_Gall_Schuch_Tamaki_2025, title={Beating Grover search for low-energy estimation and state preparation}, volume={135}, DOI={<a href=\"https://doi.org/10.1103/29qw-bssx\">10.1103/29qw-bssx</a>}, journal={Physical Review Letters}, author={Buhrman, Harry and Gharibian, Sevag and Landau, Zeph and Gall, François Le and Schuch, Norbert and Tamaki, Suguru}, year={2025}, pages={030601} }","ama":"Buhrman H, Gharibian S, Landau Z, Gall FL, Schuch N, Tamaki S. Beating Grover search for low-energy estimation and state preparation. <i>Physical Review Letters</i>. 2025;135:030601. doi:<a href=\"https://doi.org/10.1103/29qw-bssx\">10.1103/29qw-bssx</a>","mla":"Buhrman, Harry, et al. “Beating Grover Search for Low-Energy Estimation and State Preparation.” <i>Physical Review Letters</i>, vol. 135, 2025, p. 030601, doi:<a href=\"https://doi.org/10.1103/29qw-bssx\">10.1103/29qw-bssx</a>."},"publication":"Physical Review Letters","abstract":[{"lang":"eng","text":"Estimating ground state energies of many-body Hamiltonians is a central task\r\nin many areas of quantum physics. In this work, we give quantum algorithms\r\nwhich, given any $k$-body Hamiltonian $H$, compute an estimate for the ground\r\nstate energy and prepare a quantum state achieving said energy, respectively.\r\nSpecifically, for any $\\varepsilon>0$, our algorithms return, with high\r\nprobability, an estimate of the ground state energy of $H$ within additive\r\nerror $\\varepsilon M$, or a quantum state with the corresponding energy. Here,\r\n$M$ is the total strength of all interaction terms, which in general is\r\nextensive in the system size. Our approach makes no assumptions about the\r\ngeometry or spatial locality of interaction terms of the input Hamiltonian and\r\nthus handles even long-range or all-to-all interactions, such as in quantum\r\nchemistry, where lattice-based techniques break down. In this fully general\r\nsetting, the runtime of our algorithms scales as $2^{cn/2}$ for $c<1$, yielding\r\nthe first quantum algorithms for low-energy estimation breaking the natural\r\nbound based on Grover search. The core of our approach is remarkably simple,\r\nand relies on showing that any $k$-body Hamiltonian has a low-energy subspace\r\nof exponential dimension."}],"language":[{"iso":"eng"}],"_id":"55037","page":"030601","volume":135,"user_id":"71541","doi":"10.1103/29qw-bssx","author":[{"full_name":"Buhrman, Harry","first_name":"Harry","last_name":"Buhrman"},{"last_name":"Gharibian","orcid":"0000-0002-9992-3379","first_name":"Sevag","full_name":"Gharibian, Sevag","id":"71541"},{"full_name":"Landau, Zeph","first_name":"Zeph","last_name":"Landau"},{"first_name":"François Le","last_name":"Gall","full_name":"Gall, François Le"},{"first_name":"Norbert","last_name":"Schuch","full_name":"Schuch, Norbert"},{"first_name":"Suguru","last_name":"Tamaki","full_name":"Tamaki, Suguru"}],"year":"2025","title":"Beating Grover search for low-energy estimation and state preparation","status":"public","intvolume":"       135","publication_status":"published","date_updated":"2026-05-15T08:40:45Z"},{"date_created":"2025-10-10T13:44:52Z","external_id":{"arxiv":["2510.08545"]},"department":[{"_id":"7"},{"_id":"623"}],"type":"preprint","citation":{"bibtex":"@article{Chabaud_Gharibian_Mehraban_Motamedi_Naeij_Rudolph_Sambrani_2025, title={Energy, Bosons and Computational Complexity}, journal={arXiv:2510.08545}, author={Chabaud, Ulysse and Gharibian, Sevag and Mehraban, Saeed and Motamedi, Arsalan and Naeij, Hamid Reza and Rudolph, Dorian and Sambrani, Dhruva}, year={2025} }","ama":"Chabaud U, Gharibian S, Mehraban S, et al. Energy, Bosons and Computational Complexity. <i>arXiv:251008545</i>. Published online 2025.","mla":"Chabaud, Ulysse, et al. “Energy, Bosons and Computational Complexity.” <i>ArXiv:2510.08545</i>, 2025.","chicago":"Chabaud, Ulysse, Sevag Gharibian, Saeed Mehraban, Arsalan Motamedi, Hamid Reza Naeij, Dorian Rudolph, and Dhruva Sambrani. “Energy, Bosons and Computational Complexity.” <i>ArXiv:2510.08545</i>, 2025.","short":"U. Chabaud, S. Gharibian, S. Mehraban, A. Motamedi, H.R. Naeij, D. Rudolph, D. Sambrani, ArXiv:2510.08545 (2025).","ieee":"U. Chabaud <i>et al.</i>, “Energy, Bosons and Computational Complexity,” <i>arXiv:2510.08545</i>. 2025.","apa":"Chabaud, U., Gharibian, S., Mehraban, S., Motamedi, A., Naeij, H. R., Rudolph, D., &#38; Sambrani, D. (2025). Energy, Bosons and Computational Complexity. In <i>arXiv:2510.08545</i>."},"publication":"arXiv:2510.08545","abstract":[{"text":"We investigate the role of energy, i.e. average photon number, as a resource\r\nin the computational complexity of bosonic systems. We show three sets of\r\nresults: (1. Energy growth rates) There exist bosonic gate sets which increase\r\nenergy incredibly rapidly, obtaining e.g. infinite energy in finite/constant\r\ntime. We prove these high energies can make computing properties of bosonic\r\ncomputations, such as deciding whether a given computation will attain infinite\r\nenergy, extremely difficult, formally undecidable. (2. Lower bounds on\r\ncomputational power) More energy ``='' more computational power. For example,\r\ncertain gate sets allow poly-time bosonic computations to simulate PTOWER, the\r\nset of deterministic computations whose runtime scales as a tower of\r\nexponentials with polynomial height. Even just exponential energy and $O(1)$\r\nmodes suffice to simulate NP, which, importantly, is a setup similar to that of\r\nthe recent bosonic factoring algorithm of [Brenner, Caha, Coiteux-Roy and\r\nKoenig (2024)]. For simpler gate sets, we show an energy hierarchy theorem. (3.\r\nUpper bounds on computational power) Bosonic computations with polynomial\r\nenergy can be simulated in BQP, ``physical'' bosonic computations with\r\narbitrary finite energy are decidable, and the gate set consisting of Gaussian\r\ngates and the cubic phase gate can be simulated in PP, with exponential bound\r\non energy, improving upon the previous PSPACE upper bound. Finally, combining\r\nupper and lower bounds yields no-go theorems for a continuous-variable\r\nSolovay--Kitaev theorem for gate sets such as the Gaussian and cubic phase\r\ngates.","lang":"eng"}],"language":[{"iso":"eng"}],"_id":"61776","user_id":"71541","author":[{"last_name":"Chabaud","first_name":"Ulysse","full_name":"Chabaud, Ulysse"},{"orcid":"0000-0002-9992-3379","last_name":"Gharibian","first_name":"Sevag","full_name":"Gharibian, Sevag","id":"71541"},{"last_name":"Mehraban","first_name":"Saeed","full_name":"Mehraban, Saeed"},{"full_name":"Motamedi, Arsalan","first_name":"Arsalan","last_name":"Motamedi"},{"last_name":"Naeij","first_name":"Hamid Reza","full_name":"Naeij, Hamid Reza"},{"id":"57863","full_name":"Rudolph, Dorian","first_name":"Dorian","last_name":"Rudolph"},{"full_name":"Sambrani, Dhruva","first_name":"Dhruva","last_name":"Sambrani"}],"status":"public","year":"2025","title":"Energy, Bosons and Computational Complexity","date_updated":"2026-05-15T08:39:50Z"},{"language":[{"iso":"eng"}],"_id":"60432","user_id":"71541","author":[{"full_name":"Kremer, Simon-Luca","first_name":"Simon-Luca","last_name":"Kremer"},{"id":"57863","full_name":"Rudolph, Dorian","last_name":"Rudolph","first_name":"Dorian"},{"full_name":"Gharibian, Sevag","first_name":"Sevag","orcid":"0000-0002-9992-3379","last_name":"Gharibian","id":"71541"}],"year":"2025","title":"Quantum k-SAT Related Hypergraph Problems","status":"public","date_updated":"2026-05-15T08:41:01Z","date_created":"2025-06-27T06:56:35Z","external_id":{"arxiv":["2506.17066"]},"department":[{"_id":"7"},{"_id":"623"}],"type":"preprint","citation":{"chicago":"Kremer, Simon-Luca, Dorian Rudolph, and Sevag Gharibian. “Quantum K-SAT Related Hypergraph Problems.” <i>ArXiv:2506.17066</i>, 2025.","short":"S.-L. Kremer, D. Rudolph, S. Gharibian, ArXiv:2506.17066 (2025).","apa":"Kremer, S.-L., Rudolph, D., &#38; Gharibian, S. (2025). Quantum k-SAT Related Hypergraph Problems. In <i>arXiv:2506.17066</i>.","ieee":"S.-L. Kremer, D. Rudolph, and S. Gharibian, “Quantum k-SAT Related Hypergraph Problems,” <i>arXiv:2506.17066</i>. 2025.","ama":"Kremer S-L, Rudolph D, Gharibian S. Quantum k-SAT Related Hypergraph Problems. <i>arXiv:250617066</i>. Published online 2025.","bibtex":"@article{Kremer_Rudolph_Gharibian_2025, title={Quantum k-SAT Related Hypergraph Problems}, journal={arXiv:2506.17066}, author={Kremer, Simon-Luca and Rudolph, Dorian and Gharibian, Sevag}, year={2025} }","mla":"Kremer, Simon-Luca, et al. “Quantum K-SAT Related Hypergraph Problems.” <i>ArXiv:2506.17066</i>, 2025."},"publication":"arXiv:2506.17066","abstract":[{"lang":"eng","text":"The Quantum k-SAT problem is the quantum generalization of the k-SAT problem.\r\nIt is the problem whether a given local Hamiltonian is frustration-free.\r\nFrustration-free means that the ground state of the k-local Hamiltonian\r\nminimizes the energy of every local interaction term simultaneously. This is a\r\ncentral question in quantum physics and a canonical QMA_1-complete problem. The\r\nQuantum k-SAT problem is not as well studied as the classical k-SAT problem in\r\nterms of special tractable cases, approximation algorithms and parameterized\r\ncomplexity. In this paper, we will give a graph-theoretic study of the Quantum\r\nk-SAT problem with the structures core and radius. These hypergraph structures\r\nare important to solve the Quantum k-SAT problem. We can solve a Quantum k-SAT\r\ninstance in polynomial time if the derived hypergraph has a core of size n-m+a,\r\nwhere a is a constant, and the radius is at most logarithmic. If it exists, we\r\ncan find a core of size n-m+a with the best possible radius in polynomial time,\r\nwhereas finding a general minimum core with minimal radius is NP-hard."}]},{"author":[{"id":"20531","first_name":"Elmar","last_name":"Moritzer","full_name":"Moritzer, Elmar"},{"id":"70091","full_name":"Brandes, Philipp","orcid":"0009-0005-9707-0885","first_name":"Philipp","last_name":"Brandes"},{"first_name":"Max Siegfried","last_name":"Westphal","full_name":"Westphal, Max Siegfried"},{"full_name":"Claes, Leander","orcid":"0000-0002-4393-268X","first_name":"Leander","last_name":"Claes","id":"11829"},{"full_name":"Wippermann, Mareen","first_name":"Mareen","last_name":"Wippermann","id":"74624"},{"full_name":"Düchting, Julia","last_name":"Düchting","first_name":"Julia"},{"last_name":"Henning","first_name":"Bernd","full_name":"Henning, Bernd","id":"213"}],"status":"public","year":"2025","title":"Zerstörungsfreie Ultraschall-Prüfung von Organoblechen","intvolume":"      2025","date_updated":"2026-05-18T13:20:58Z","language":[{"iso":"ger"}],"_id":"63440","page":"26–29","volume":2025,"user_id":"11829","citation":{"ama":"Moritzer E, Brandes P, Westphal MS, et al. Zerstörungsfreie Ultraschall-Prüfung von Organoblechen. <i>WAK Jahresmagazin</i>. 2025;2025:26–29.","bibtex":"@article{Moritzer_Brandes_Westphal_Claes_Wippermann_Düchting_Henning_2025, title={Zerstörungsfreie Ultraschall-Prüfung von Organoblechen}, volume={2025}, journal={WAK Jahresmagazin}, author={Moritzer, Elmar and Brandes, Philipp and Westphal, Max Siegfried and Claes, Leander and Wippermann, Mareen and Düchting, Julia and Henning, Bernd}, year={2025}, pages={26–29} }","mla":"Moritzer, Elmar, et al. “Zerstörungsfreie Ultraschall-Prüfung von Organoblechen.” <i>WAK Jahresmagazin</i>, vol. 2025, 2025, pp. 26–29.","short":"E. Moritzer, P. Brandes, M.S. Westphal, L. Claes, M. Wippermann, J. Düchting, B. Henning, WAK Jahresmagazin 2025 (2025) 26–29.","chicago":"Moritzer, Elmar, Philipp Brandes, Max Siegfried Westphal, Leander Claes, Mareen Wippermann, Julia Düchting, and Bernd Henning. “Zerstörungsfreie Ultraschall-Prüfung von Organoblechen.” <i>WAK Jahresmagazin</i> 2025 (2025): 26–29.","apa":"Moritzer, E., Brandes, P., Westphal, M. S., Claes, L., Wippermann, M., Düchting, J., &#38; Henning, B. (2025). Zerstörungsfreie Ultraschall-Prüfung von Organoblechen. <i>WAK Jahresmagazin</i>, <i>2025</i>, 26–29.","ieee":"E. Moritzer <i>et al.</i>, “Zerstörungsfreie Ultraschall-Prüfung von Organoblechen,” <i>WAK Jahresmagazin</i>, vol. 2025, pp. 26–29, 2025."},"publication":"WAK Jahresmagazin","project":[{"name":"FaMOUS: Ein ultraschallbasiertes Messverfahren unter Berücksichtigung viskoelastischer Eigenschaften zur Charakterisierung der Faser-Matrix-Haftung bei Organoblechen sowie deren realitätsnahe Modellierung","grant_number":"495847374","_id":"157"}],"date_created":"2026-01-05T08:42:55Z","department":[{"_id":"9"},{"_id":"321"},{"_id":"367"},{"_id":"49"}],"keyword":["Faser-Kunststoff-Verbunde (FKV)","Faserverstärkte Kunststoffe (FVK)","Organobleche","Ultraschall"],"type":"journal_article"},{"status":"public","year":"2025","title":"Band Switching for Mobile Energy Optimization in 5G Networks and Beyond","author":[{"full_name":"Illian, Marvin","last_name":"Illian","first_name":"Marvin","orcid":"0009-0007-2992-8346","id":"44169"},{"last_name":"Luchterhandt","first_name":"Björn","full_name":"Luchterhandt, Björn"},{"full_name":"Wang, Lin","last_name":"Wang","first_name":"Lin","orcid":"0000-0001-7181-6128","id":"102868"}],"conference":{"end_date":"2025-11-08","name":"ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch), co-located with ACM MobiCom","start_date":"2025-11-04","location":"Hong Kong, China"},"date_updated":"2026-05-20T08:46:32Z","language":[{"iso":"eng"}],"_id":"61256","user_id":"44169","doi":"10.1145/3737897.3767294","publication":"Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)","citation":{"ieee":"M. Illian, B. Luchterhandt, and L. Wang, “Band Switching for Mobile Energy Optimization in 5G Networks and Beyond,” presented at the ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch), co-located with ACM MobiCom, Hong Kong, China, 2025, doi: <a href=\"https://doi.org/10.1145/3737897.3767294\">10.1145/3737897.3767294</a>.","apa":"Illian, M., Luchterhandt, B., &#38; Wang, L. (2025). Band Switching for Mobile Energy Optimization in 5G Networks and Beyond. <i>Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)</i>. ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch), co-located with ACM MobiCom, Hong Kong, China. <a href=\"https://doi.org/10.1145/3737897.3767294\">https://doi.org/10.1145/3737897.3767294</a>","chicago":"Illian, Marvin, Björn Luchterhandt, and Lin Wang. “Band Switching for Mobile Energy Optimization in 5G Networks and Beyond.” In <i>Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)</i>, 2025. <a href=\"https://doi.org/10.1145/3737897.3767294\">https://doi.org/10.1145/3737897.3767294</a>.","short":"M. Illian, B. Luchterhandt, L. Wang, in: Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch), 2025.","mla":"Illian, Marvin, et al. “Band Switching for Mobile Energy Optimization in 5G Networks and Beyond.” <i>Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)</i>, 2025, doi:<a href=\"https://doi.org/10.1145/3737897.3767294\">10.1145/3737897.3767294</a>.","bibtex":"@inproceedings{Illian_Luchterhandt_Wang_2025, title={Band Switching for Mobile Energy Optimization in 5G Networks and Beyond}, DOI={<a href=\"https://doi.org/10.1145/3737897.3767294\">10.1145/3737897.3767294</a>}, booktitle={Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)}, author={Illian, Marvin and Luchterhandt, Björn and Wang, Lin}, year={2025} }","ama":"Illian M, Luchterhandt B, Wang L. Band Switching for Mobile Energy Optimization in 5G Networks and Beyond. In: <i>Proceedings of the 20th Workshop on Mobility in the Evolving Internet Architecture (MobiArch)</i>. ; 2025. doi:<a href=\"https://doi.org/10.1145/3737897.3767294\">10.1145/3737897.3767294</a>"},"quality_controlled":"1","date_created":"2025-09-12T11:22:18Z","type":"conference","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}]},{"department":[{"_id":"644"}],"type":"journal_article","date_created":"2025-04-11T23:27:51Z","project":[{"name":"ESN4NW: Energieoptimierte Supercomputer-Netzwerke durch die Nutzung von Windenergie","_id":"449"}],"citation":{"ieee":"M. Ahmadi, L. Knorr, and H. Meschede, “Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks,” <i>Renewable Energy</i>, Art. no. 123073, 2025, doi: <a href=\"https://doi.org/10.1016/j.renene.2025.123073\">10.1016/j.renene.2025.123073</a>.","apa":"Ahmadi, M., Knorr, L., &#38; Meschede, H. (2025). Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks. <i>Renewable Energy</i>, Article 123073. <a href=\"https://doi.org/10.1016/j.renene.2025.123073\">https://doi.org/10.1016/j.renene.2025.123073</a>","chicago":"Ahmadi, Mehdi, Lukas Knorr, and Henning Meschede. “Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks.” <i>Renewable Energy</i>, 2025. <a href=\"https://doi.org/10.1016/j.renene.2025.123073\">https://doi.org/10.1016/j.renene.2025.123073</a>.","short":"M. Ahmadi, L. Knorr, H. Meschede, Renewable Energy (2025).","mla":"Ahmadi, Mehdi, et al. “Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks.” <i>Renewable Energy</i>, 123073, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.renene.2025.123073\">10.1016/j.renene.2025.123073</a>.","bibtex":"@article{Ahmadi_Knorr_Meschede_2025, title={Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks}, DOI={<a href=\"https://doi.org/10.1016/j.renene.2025.123073\">10.1016/j.renene.2025.123073</a>}, number={123073}, journal={Renewable Energy}, publisher={Elsevier BV}, author={Ahmadi, Mehdi and Knorr, Lukas and Meschede, Henning}, year={2025} }","ama":"Ahmadi M, Knorr L, Meschede H. Improvement of Wind Power Utilization Through Flexible Operation of Data Center in Wind Parks. <i>Renewable Energy</i>. 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SDEWES, 2025.","bibtex":"@inproceedings{Prina_Knorr_Schlosser_Meschede_Misconel Schreiber_Manepace_Sparber_2025, title={Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling}, publisher={SDEWES}, author={Prina, Matteo Giacomo and Knorr, Lukas and Schlosser, Florian and Meschede, Henning and Misconel Schreiber, Steffi and Manepace, Andrea and Sparber, Wolfram}, year={2025} }","ama":"Prina MG, Knorr L, Schlosser F, et al. Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling. In: SDEWES; 2025.","ieee":"M. G. Prina <i>et al.</i>, “Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling,” presented at the 20th Conference on Sustainable Development of Energy, Water and Environment Systems, Dubrovnik, 2025.","apa":"Prina, M. G., Knorr, L., Schlosser, F., Meschede, H., Misconel Schreiber, S., Manepace, A., &#38; Sparber, W. 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Koldewey, M. N. Rohde, G. Strobel, J. M. Vehmeyer, T. Fichtler, and R. Dumitrescu, “Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems,” 2025, doi: <a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">10.1109/ice/itmc65658.2025.11106522</a>.","apa":"Koldewey, C., Rohde, M. N., Strobel, G., Vehmeyer, J. M., Fichtler, T., &#38; Dumitrescu, R. (2025). Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems. <i>2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>. <a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">https://doi.org/10.1109/ice/itmc65658.2025.11106522</a>","short":"C. Koldewey, M.N. Rohde, G. Strobel, J.M. Vehmeyer, T. Fichtler, R. Dumitrescu, in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), IEEE, 2025.","chicago":"Koldewey, Christian, Malte Nick Rohde, Gero Strobel, Julia Marie Vehmeyer, Timm Fichtler, and Roman Dumitrescu. “Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems.” In <i>2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>. IEEE, 2025. <a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">https://doi.org/10.1109/ice/itmc65658.2025.11106522</a>.","mla":"Koldewey, Christian, et al. “Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems.” <i>2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>, IEEE, 2025, doi:<a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">10.1109/ice/itmc65658.2025.11106522</a>.","bibtex":"@inproceedings{Koldewey_Rohde_Strobel_Vehmeyer_Fichtler_Dumitrescu_2025, title={Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems}, DOI={<a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">10.1109/ice/itmc65658.2025.11106522</a>}, booktitle={2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)}, publisher={IEEE}, author={Koldewey, Christian and Rohde, Malte Nick and Strobel, Gero and Vehmeyer, Julia Marie and Fichtler, Timm and Dumitrescu, Roman}, year={2025} }","ama":"Koldewey C, Rohde MN, Strobel G, Vehmeyer JM, Fichtler T, Dumitrescu R. Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems. In: <i>2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)</i>. IEEE; 2025. doi:<a href=\"https://doi.org/10.1109/ice/itmc65658.2025.11106522\">10.1109/ice/itmc65658.2025.11106522</a>"},"publication":"2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)","date_created":"2025-10-24T06:31:07Z","department":[{"_id":"563"}],"type":"conference","author":[{"full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian","id":"43136"},{"last_name":"Rohde","first_name":"Malte Nick","full_name":"Rohde, Malte Nick"},{"full_name":"Strobel, Gero","first_name":"Gero","last_name":"Strobel"},{"id":"84394","full_name":"Vehmeyer, Julia Marie","last_name":"Vehmeyer","first_name":"Julia Marie"},{"first_name":"Timm","last_name":"Fichtler","orcid":"https://orcid.org/0000-0001-6034-4399","full_name":"Fichtler, Timm","id":"66731"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","last_name":"Dumitrescu","id":"16190"}],"title":"Embedding Generative AI into Products – 10 Design Principles for Building Intelligent Systems","year":"2025","status":"public","date_updated":"2026-06-12T10:03:59Z","publication_status":"published","publisher":"IEEE","_id":"61955","language":[{"iso":"eng"}],"doi":"10.1109/ice/itmc65658.2025.11106522","user_id":"15782"}]