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06/14/2023
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation
Hybrid Optimization Software Suite (HOSS), which is a combined finite-di...
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04/24/2023
Reconstructing Turbulent Flows Using Physics-Aware Spatio-Temporal Dynamics and Test-Time Refinement
Simulating turbulence is critical for many societally important applicat...
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02/11/2022
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature
This paper proposes a new data-driven method for predicting water temper...
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10/11/2021
Heterogeneous Stream-reservoir Graph Networks with Data Assimilation
Accurate prediction of water temperature in streams is critical for moni...
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09/06/2021