hanfengzhai
Working on multiscale computational mechanics, scientific machine learning & design optimization for materials modeling & design
Stanford University452 Escondido Mall, Building 520, CA
hanfengzhai's Stars
litten/hexo-theme-yilia
一个简洁优雅的hexo主题 A simple and elegant theme for hexo.
pnnl/neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
HaaLeo/swarmlib
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
brucefan1983/GPUMD
Graphics Processing Units Molecular Dynamics
materialsvirtuallab/maml
Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.
IBM/UQ360
Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.
plasmo-dev/Plasmo.jl
A Platform for Scalable Modeling and Optimization
maziarraissi/PetGPT
Train your own PetGPT at home!
bessagroup/f3dasm
Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)
nicknochnack/OpenAI-Reinforcement-Learning-with-Custom-Environment
This code accompanies the YouTube tutorial where we build a custom OpenAI environment for reinforcement learning.
pswpswpsw/nif
A library for dimensionality reduction on spatial-temporal PDE
LLNL/ParaDiS
ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and interaction of large ensembles of dislocations
PasaOpasen/geneticalgorithm2-6.8.7
Supported highly optimized and flexible genetic algorithm package for python3.8+
OpenDiS/OpenDiS
Open Source Dislocation Dynamics Simulation Framework and Libraries
qdevpsi3/qrl-dqn-gym
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
ghliu/mean-field-fcdnn
bwvdnbro/python_finite_volume_solver
Scripts that are used during the 1D finite volume method tutorial.
aryandeshwal/BO_of_COFs
Python code for the paper Bayesian Optimization of Nanoporous Materials.
nonlinearfun/CU-BENs
CU-BEN serial version: geometric and material nonlinear static and transient dynamic structural analysis/ linear acoustic fluid structure interaction
deepmodeling-activity/SC21_DP_Tutorial
SC21_DP_Tutorial
CBonneville45/BayesianDeepLearningPDE
rmatsum836/true_graphene
TRUE Simulation of a Graphene Slit Pore
hanfengzhai/swarmlib
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
xgxg1314/PINN_control