{"total":15,"rows":[{"id":"2112.15275","title":"Learned Coarse Models for Efficient Turbulence Simulation","created":"2021-12-31","cited_by_count":91,"area":null},{"id":"2201.09113","title":"Predicting Physics in Mesh-reduced Space with Temporal Attention","created":"2022-01-22","cited_by_count":84,"area":null},{"id":"2304.00818","title":"Swarm Reinforcement Learning For Adaptive Mesh Refinement","created":"2023-04-03","cited_by_count":17,"area":null},{"id":"2302.11864","title":"Grounding Graph Network Simulators using Physical Sensor Observations","created":"2023-02-23","cited_by_count":15,"area":null},{"id":"2301.11841","title":"PhysGraph: Physics-Based Integration Using Graph Neural Networks","created":"2023-01-27","cited_by_count":5,"area":null},{"id":"2205.01222","title":"Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations","created":"2022-05-02","cited_by_count":3,"area":null},{"id":"2106.05143","title":"Neural UpFlow: A Scene Flow Learning Approach to Increase the Apparent Resolution of Particle-Based Liquids","created":"2021-06-09","cited_by_count":2,"area":null},{"id":"2209.02316","title":"Wavelet-based Loss for High-frequency Interface Dynamics","created":"2022-09-06","cited_by_count":2,"area":null},{"id":"2509.10659","title":"M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations","created":"2025-09-12","cited_by_count":2,"area":null},{"id":"2211.11298","title":"Exploring Physical Latent Spaces for High-Resolution Flow Restoration","created":"2022-11-21","cited_by_count":1,"area":null},{"id":"2404.11766","title":"End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver","created":"2024-04-17","cited_by_count":1,"area":null},{"id":"2406.08188","title":"Attention-Based Learning for Fluid State Interpolation and Editing in a Time-Continuous Framework","created":"2024-06-12","cited_by_count":1,"area":null},{"id":"2511.12709","title":"Adaptive Graph Rewiring to Mitigate Over-Squashing in Mesh-Based GNNs for Fluid Dynamics Simulations","created":"2025-11-16","cited_by_count":1,"area":null},{"id":"2111.10206","title":"Subspace Graph Physics: Real-Time Rigid Body-Driven Granular Flow Simulation","created":"2021-11-18","cited_by_count":0,"area":null},{"id":"2410.15495","title":"SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers","created":"2024-10-20","cited_by_count":0,"area":null}],"next_cursor":null}