Blacksburg, VA

Arka Daw

Advanced
@arkadaw9

PhD Student, Computer Science Department of Virginia Tech.

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

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

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PID-GAN. Jupyter Notebook

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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)

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dam-pytorch. PyTorch Official Implementation of DiscriminAtive Masking (NeurIPS 2021)

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PyTorch-GAN. PyTorch implementations of Generative Adversarial Networks.

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