| Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions | Jun 9, 2025 | Physical SimulationsPrediction | CodeCode Available | 0 |
| AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation | Mar 13, 2025 | Physical Simulations | —Unverified | 0 |
| DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction | Mar 7, 2025 | Autonomous DrivingObject | —Unverified | 0 |
| Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems | Feb 24, 2025 | Computational EfficiencyPDE Surrogate Modeling | CodeCode Available | 2 |
| Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC | Feb 10, 2025 | 3D GenerationNeRF | —Unverified | 0 |
| Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation | Feb 7, 2025 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| Multi-Physics Simulations via Coupled Fourier Neural Operator | Jan 28, 2025 | Operator learningPhysical Simulations | —Unverified | 0 |
| PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? | Jan 1, 2025 | Image-to-Image TranslationPhysical Simulations | —Unverified | 0 |
| Soft Checksums to Flag Untrustworthy Machine Learning Surrogate Predictions and Application to Atomic Physics Simulations | Dec 4, 2024 | Physical Simulations | —Unverified | 0 |
| Realistic Surgical Simulation from Monocular Videos | Dec 3, 2024 | Physical Simulations | —Unverified | 0 |