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Replication Data for: A symmetry-preserving and transferable representation for learning the Kohn-Sham density matrix2026 Zenodo (CERN European Organization for Nuclear Research) dataset Materials Science Machine Learning in Materials Science Open access
Liwei Zhang, Patrizia Mazzeo, Michele Nottoli, Edoardo Cignoni, Lorenzo Cupellini, Benjamin Stamm
1citations -
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Roi Kugel, Joop Schaye, Matthieu Schaller, John C Helly, Joey Braspenning, Willem Elbers, +14 more
89citations -
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach2021 ACM Journal on Emerging Technologies in Computing Systems article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Dominik Šišejković, Farhad Merchant, Lennart M. Reimann, Ahmed Hallawa, Rainer Leupers
85citations -
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks2022 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Engineering Advanced Memory and Neural Computing Open access
Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci
5citations -
Predicting Controlled Attenuation Parameter and Elastographic Modulus from Handheld Ultrasound Device Data using Machine Learning2025 Zeitschrift für Gastroenterologie conference-paper Medicine Ultrasound Imaging and Elastography
Tobias Seibel, Paul‐Henry Koop, Jakob Schäfer, Omid Chaghaneh, Kai Markus Schneider, Jochen Hampe, +3 more
0citations -
Forecasting future states of the environment with machine learning: a case study on water scarcity2026 Journal of Industrial Ecology article Environmental Science Environmental Impact and Sustainability Open access
Niklas Engberg, Carlos Felipe Blanco, Valerio Barbarossa, Conny A. Bakker, Ruud Balkenende, Justin Z. Lian, +1 more
0citations