teeratornk

AI-for-Trading

Udacity nanodegree: AI for Trading

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

hp-VPINNs

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

jcp_YJCPH_110030_git

supplementary_scripts_for_JCP_manuscript

neurodiffeq

A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.

pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

PINNs-2

PyTorch Implementation of Physics-informed Neural Networks

supplementary_scripts_for_HMC_manuscript

These scripts are used for 'A Locally Conservative Finite Element Framework for Coupled Hydro-Mechanical-Chemical Processes in Heterogeneous Porous Media'

torch-fenics

PyTorch-FEniCS interface

teeratornk/jcp_YJCPH_110030_git

supplementary_scripts_for_JCP_manuscript

teeratornk/PINNs-2

PyTorch Implementation of Physics-informed Neural Networks

teeratornk/supplementary_scripts_for_HMC_manuscript

These scripts are used for 'A Locally Conservative Finite Element Framework for Coupled Hydro-Mechanical-Chemical Processes in Heterogeneous Porous Media'

teeratornk/hp-VPINNs

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

teeratornk/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

teeratornk/neurodiffeq

A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.

teeratornk/AI-for-Trading

Udacity nanodegree: AI for Trading

teeratornk/artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

teeratornk/deepxde

Deep learning library for solving differential equations and more

teeratornk/dslectures

Course materials for introductory data science

teeratornk/GeneticAlgorithmPython

Genetic Algorithm Implementation in Python using NumPy

teeratornk/hybrid-fem-nn

teeratornk/inverse_identification_soft_tissue

teeratornk/pinn

Physics-informed neural networks package

teeratornk/PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

teeratornk/PINNs-1

Physics-Informed Neural Networks for solving PDEs

teeratornk/POD-PINN

POD-PINN code and manuscript

teeratornk/POD-UQNN

Uncertainty Quantification in the POD-NN framework

teeratornk/PyFEM

A Python finite element code

teeratornk/pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMA-ES

teeratornk/pytorch-beginner

pytorch tutorial for beginners

teeratornk/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

teeratornk/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

teeratornk/sciann-applications

A place to share problems solved with SciANN

teeratornk/SR_collection

teeratornk/test_distance

teeratornk/topy

Topology Optimization using Python

teeratornk/torch_models

Deep learning models in PyTorch

teeratornk/tutorials

PyTorch tutorials.

teeratornk/Ubuntu

First steps for Ubuntu