carnopy
non-profit
AI & ML interests
Thermodynamics-Informed ML
-
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
Paper • 2211.08064 • Published -
An Introduction to Sparse Identification of Nonlinear Dynamics for Engineering Applications
Paper • 2607.15077 • Published • 1 -
Fourier Neural Operator for Parametric Partial Differential Equations
Paper • 2010.08895 • Published • 1 -
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
Paper • 2506.17345 • Published
Thermodynamics-Informed ML models
-
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
Paper • 2211.08064 • Published -
An Introduction to Sparse Identification of Nonlinear Dynamics for Engineering Applications
Paper • 2607.15077 • Published • 1 -
Fourier Neural Operator for Parametric Partial Differential Equations
Paper • 2010.08895 • Published • 1 -
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
Paper • 2506.17345 • Published