Pinned Repositories
--dcem-Pytorch
The Differentiable Cross-Entropy Method
autoreg-pde-diffusion
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
finitevolume-python
Finite Volume simulation of the Kelvin-Helmholtz Instability
GradientPathologiesPINNs
heat-pinn
A Physics-Informed Neural Network to solve 2D steady-state heat equation.
LearningToLearn
Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.
My-awesome-PINN-papers
PIDOC
Physics-Informed Deep Operator Control (PIDOC), a deep learning method for controlling nonlinear chaos
xgxg1314's Repositories
xgxg1314/PIDOC
Physics-Informed Deep Operator Control (PIDOC), a deep learning method for controlling nonlinear chaos
xgxg1314/PINN_control
xgxg1314/Adaptive_Activation_Functions
We proposed the simple adaptive activation functions deep neural networks. The proposed method is simple and easy to implement in any neural networks architecture.
xgxg1314/Allen-Cahn-FNO
Fourier Neural Operators to solve for Allen Cahn PDE equations
xgxg1314/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
xgxg1314/deeponet-fno
DeepONet & FNO (with practical extensions)
xgxg1314/dlADMM
dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers
xgxg1314/EPDE
EPDE - partial differential equations discovery framework
xgxg1314/Gang-neuron
It may be time to improve the neuron of artificial neural network (IEEE preprints-IEEE preprints ranking （TechRxiv）: Top 1 in yearly popularity-You should cite it.): https://doi.org/10.36227/techrxiv.12477266. Dendrite Net: A White-Box Module for Classification, Regression, and System Identification: https://arxiv.org/abs/2004.03955.
xgxg1314/hamiltonianNNetODEs
Hamiltonian Neural Networks for solving Differential Equations
xgxg1314/ifem
iFEM is a MATLAB software package containing robust, efficient, and easy-following codes for the main building blocks of adaptive finite element methods on unstructured simplicial grids in both two and three dimensions.
xgxg1314/markdown-nice
支持主题设计的 Markdown 编辑器，让排版变 Nice
xgxg1314/Multi-task-Physics-informed-neural-networks
xgxg1314/nash-mtl
Official implementation of "Multi-Task Learning as a Bargaining Game".
xgxg1314/new-optimization-algorithms-for-neural-network-training-using-operator-splitting-techniques
Implementation of the algorithms presented in https:/arxiv.org
xgxg1314/paperswithcode-client
API Client for paperswithcode.com
xgxg1314/pbdl-book
Welcome to the Physics-based Deep Learning Book (v0.1)
xgxg1314/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
xgxg1314/Physics-informed-Deep-MC-QR
xgxg1314/picasso
Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty
xgxg1314/PIMBRL
Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control
xgxg1314/pytorchTutorial2022
PyTorch Tutorials from my YouTube channel
xgxg1314/sciann
Deep learning for Engineers - Physics Informed Deep Learning
xgxg1314/SolidsPy
2D-Finite Element Analysis with Python
xgxg1314/sonnet
TensorFlow-based neural network library
xgxg1314/symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
xgxg1314/TensorDiffEq
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
xgxg1314/TRIPODS_Winter_School_2022
Practicum on Supervised Learning in Function Spaces
xgxg1314/zotero-mdnotes
A Zotero plugin to export item metadata and notes as markdown files
xgxg1314/zotero-scihub
A plugin that will automatically download PDFs of zotero items from sci-hub