Discover @arkadaw9 Open Source projects

Arka Daw (@arkadaw9)

arkadaw9

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Registered almost 5 years ago
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Python
75.0 %

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Location 🇺🇸 United States
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Python
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PGNN

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

PGA_LSTM

Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling

PID-GAN

Jupyter Notebook

r3_sampling_icml2023

Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling" (accepted at ICML 2023)