Neural-TECMD-Battery-model

Official PyTorch implementation of PTS/PSRN: Fast and efficient symbolic expression discovery through parallelized tree search. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

Chemical Reaction Neural Network

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

A C daemon that turns your webcam into a light sensor. It will adjust screen backlight based on ambient brightness.

Distributed High-Performance Symbolic Regression in Julia

Code accompanying my blog post: So, what is a physics-informed neural network?

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries