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08/18/2023
How important are specialized transforms in Neural Operators?
Simulating physical systems using Partial Differential Equations (PDEs) ...
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08/18/2023
HyperLoRA for PDEs
Physics-informed neural networks (PINNs) have been widely used to develo...
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03/24/2023
DeepEpiSolver: Unravelling Inverse problems in Covid, HIV, Ebola and Disease Transmission
The spread of many infectious diseases is modeled using variants of the ...
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03/13/2023
Symbolic Regression for PDEs using Pruned Differentiable Programs
Physics-informed Neural Networks (PINNs) have been widely used to obtain...
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12/20/2022
Real-time Health Monitoring of Heat Exchangers using Hypernetworks and PINNs
We demonstrate a Physics-informed Neural Network (PINN) based model for ...
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07/11/2022