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upvoted 7 papers 24 days ago

Hybrid Neural-MPM for Interactive Fluid Simulations in Real-Time

Paper • 2505.18926 • Published May 25 • 20

RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting

Paper • 2505.22535 • Published May 28 • 2

The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning

Paper • 2412.00568 • Published Nov 30, 2024 • 23

A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling

Paper • 2506.07969 • Published Jun 9 • 1

PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics

Paper • 2409.09811 • Published Sep 15, 2024 • 1

Space and Time Continuous Physics Simulation From Partial Observations

Paper • 2401.09198 • Published Jan 17, 2024 • 1

Floating-Body Hydrodynamic Neural Networks

Paper • 2509.13783 • Published Sep 17 • 1

upvoted 8 papers about 1 month ago

Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks

Paper • 2412.16523 • Published Dec 21, 2024 • 2

EuLagNet: Eulerian Fluid Prediction with Lagrangian Dynamics

Paper • 2402.02425 • Published Feb 4, 2024 • 2

Gravity-Informed Deep Learning Framework for Predicting Ship Traffic Flow and Invasion Risk of Non-Indigenous Species via Ballast Water Discharge

Paper • 2401.13098 • Published Jan 23, 2024 • 2

DiTEC-WDN: A Large-Scale Dataset of Water Distribution Network Scenarios under Diverse Hydraulic Conditions

Paper • 2503.17167 • Published Mar 21 • 1

AquaCast: Urban Water Dynamics Forecasting with Precipitation-Informed Multi-Input Transformer

Paper • 2509.09458 • Published Sep 11 • 1

ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction

Paper • 2402.00712 • Published Feb 1, 2024 • 2

Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh

Paper • 2311.06253 • Published Sep 11, 2023 • 1

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Paper • 2404.10024 • Published Apr 15, 2024 • 1