Papers matching “machine learning for physics” 76
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Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers2021 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Agastya P. Bhati, Shunzhou Wan, Austin Clyde, Mathis Bode, Mikhail Titov, André Merzky, +20 more
42citations -
Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
P. Bechtle, Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander Schmidt, +4 more
0citations -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat2022 CentAUR (University of Reading) book-chapter Computer Science Model-Driven Software Engineering Techniques Open access
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe⋆, Armin Moin, Atta Badii, +2 more
3citations -
Personalized Electrical Muscle Stimulation for Precise Weight Perception in Virtual Reality: A Machine Learning Approach2025 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Computer Science Virtual Reality Applications and Impacts
Apostolos Vrontos, Reza Zolnouri, Verena Nitsch, A. Mertens, Christopher Brandl
0citations -
Precise Quantum Angle Generator Designed for Noisy Quantum Devices2023 European Physical Society Conference on High Energy Physics (EPS-HEP) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Simon Schnake, Florian Rehm, Dirk Krücker, Michele Grossi, Sofia Vallecorsa, Valle Varo, +1 more
0citations -
qCLUE: a quantum clustering algorithm for multi-dimensional datasets2024 Frontiers in Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Dhruv Gopalakrishnan, Luca Dellantonio, Antonio Di Pilato, W. Redjeb, Felice Pantaleo, Michele Mosca
3citations -
Quantum Circuit Discovery for Fault-Tolerant Logical State Preparation with Reinforcement Learning2025 Physical Review X article Computer Science Quantum Computing Algorithms and Architecture Open access
Remmy A. M. Zen, Jan Ollé, Luis Colmenárez, Matteo Ballerini Puviani, Florian Marquardt
5citations -
A Full Quantum Generative Adversarial Network Model for High Energy Physics Simulations2026 Journal of Physics Conference Series conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Florian Rehm, Sofia Vallecorsa, Michele Grossi, K. Borras, Dirk Krücker
6citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations