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haytey's Projects

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

goasteroid icon goasteroid

:space_invader: Object-oriented programming language for writing smart contracts on all platforms. Built to work alongside BenchChain distributed virtual machines and cross-chain smart contract deployment, execution and management.

meachine-learning-approach-to-solve-the-mechanics-problems icon meachine-learning-approach-to-solve-the-mechanics-problems

This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value and time dependent problems. Here We have used the Deep Neural Network as a function approximator and converted the problem of directly solving the governing equation into a loss function optimization problem. It wo

pinn icon pinn

Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations

pinn-conduction icon pinn-conduction

Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems

sequential_pinn icon sequential_pinn

Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems

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