| Physics Embedded Neural Network Vehicle Model and Applications in Risk-Aware Autonomous Driving Using Latent Features | Jul 16, 2022 | Autonomous DrivingFriction | —Unverified | 0 |
| Physics-Guided Neural Networks for Feedforward Control: An Orthogonal Projection-Based Approach | Jan 10, 2022 | Friction | —Unverified | 0 |
| Physics-guided neural networks for feedforward control with input-to-state stability guarantees | Jan 20, 2023 | Friction | —Unverified | 0 |
| Physics-Informed Deep Learning of Rate-and-State Fault Friction | Dec 14, 2023 | Deep LearningFriction | —Unverified | 0 |
| Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties | Jun 27, 2023 | FrictionScene Understanding | —Unverified | 0 |
| PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation | Apr 23, 2025 | FrictionModel-based Reinforcement Learning | —Unverified | 0 |
| PIP: Physical Interaction Prediction via Mental Simulation with Span Selection | Sep 10, 2021 | FrictionSemantic Object Interaction Classification | —Unverified | 0 |
| Predicting 3D Rigid Body Dynamics with Deep Residual Network | Jul 9, 2024 | FrictionPhysics-informed machine learning | —Unverified | 0 |
| Predicting Friction System Performance with Symbolic Regression and Genetic Programming with Factor Variables | Jul 19, 2021 | Frictionregression | —Unverified | 0 |
| Predicting the near-wall region of turbulence through convolutional neural networks | Jul 15, 2021 | Friction | —Unverified | 0 |
