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ram-cherukuri's Projects

modulus icon modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

modulus-launch icon modulus-launch

Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

modulus-sym icon modulus-sym

An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions

modulus-toolchain icon modulus-toolchain

Suite of utilities aiming to simplify the workflow required to build models using Physics Informed Neural Networks and, eventually, Physics ML more broadly. This includes facilities for project management, problem definition, debugging, model configuration and training, and model inference.

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