Quantitative Methods · Quantitative Biology
Measuring and modeling the motor system with machine learning
Sébastien B. Hausmann, Alessandro Marin Vargas, Alexander Mathis, Mackenzie W. Mathis
2021-09-16
Machine Learning · Computer Science
Machine Learning with Physics Knowledge for Prediction: A Survey
Joe Watson, Chen Song, Oliver Weeger, Theo Gruner +11
2025-05-16
Computational Physics · Physics
Machine learning and the physical sciences
Giuseppe Carleo, Ignacio Cirac, Kyle Cranmer, Laurent Daudet +4
2019-12-09
Machine Learning · Computer Science
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey
R. Bhushan Gopaluni, Aditya Tulsyan, Benoit Chachuat, Biao Huang +5
2022-09-23
Machine Learning · Computer Science
Learning continuous models for continuous physics
Aditi S. Krishnapriyan, Alejandro F. Queiruga, N. Benjamin Erichson, Michael W. Mahoney
2023-11-23
Machine Learning · Computer Science
Discussing the Spectrum of Physics-Enhanced Machine Learning; a Survey on Structural Mechanics Applications
Marcus Haywood-Alexander, Wei Liu, Kiran Bacsa, Zhilu Lai +1
2024-04-23
Robotics · Computer Science
Motion Planning and Control for Mobile Robot Navigation Using Machine Learning: a Survey
Xuesu Xiao, Bo Liu, Garrett Warnell, Peter Stone
2022-03-01
Robotics · Computer Science
A Survey of Behavior Learning Applications in Robotics -- State of the Art and Perspectives
Alexander Fabisch, Christoph Petzoldt, Marc Otto, Frank Kirchner
2024-09-13
Machine Learning · Computer Science
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods
Artur P. Toshev, Ludger Paehler, Andrea Panizza, Nikolaus A. Adams
2023-04-04
Systems and Control · Electrical Eng. & Systems
Safe Physics-Informed Machine Learning for Dynamics and Control
Jan Drgona, Truong X. Nghiem, Thomas Beckers, Mahyar Fazlyab +5
2025-06-16
Machine Learning · Computer Science
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
Zhongkai Hao, Songming Liu, Yichi Zhang, Chengyang Ying +3
2023-03-08
Machine Learning · Computer Science
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning
Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer +1
2022-04-01
Machine Learning · Computer Science
Distributed Machine Learning in Materials that Couple Sensing, Actuation, Computation and Communication
Dana Hughes, Nikolaus Correll
2016-06-14