hanfengzhai

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

BubbleNet

A physics-informed deep learning architecture for inferring bubble dynamics

DARPA-FFT

Time-series prediction model for the DARPA FFT Challenge

DeepONets

FNO-Elasticity

Using FNO to learning elasticity model of composite materials

hanfengzhai.github.io

Personal Webpage

multiscale-graphene-fracture

Source codes for study on multiscale bridging & thermal gradient effect on graphene crack propagation

PIDOC

Using physics-informed neural network to simulate nonlinear control

PyLAMDO

A Python-Lammps implementation for Materials Optimization and Design

OpenDiS

Open Source Dislocation Dynamics Simulation Framework and Libraries

hanfengzhai/BayesianOptimization

A Python implementation of global optimization with gaussian processes.

hanfengzhai/DARPA-FFT

Time-series prediction model for the DARPA FFT Challenge

hanfengzhai/DeepONets

hanfengzhai/BO-COFs

Python code for the paper Bayesian Optimization of Nanoporous Materials. (By WSU & OSU, 2021, MSDE, using simulation data from CoM)

hanfengzhai/CGCF-ConfGen

:test_tube: Learning Neural Generative Dynamics for Molecular Conformation Generation (ICLR 2021)

hanfengzhai/CornellCSWiki

Student-run wiki for students interested in computer science at Cornell University

hanfengzhai/dwave-SimulatedAnnealing

An implementation of a simulated annealing sampler for general Ising model graphs in C++ with a dimod Python wrapper.

hanfengzhai/ganhacks

starter from "How to Train a GAN?" at NIPS2016

hanfengzhai/gdynet

Unsupervised learning of atomic scale dynamics from molecular dynamics.

hanfengzhai/geneticalgorithm

Genetic Algorithm Package for Python

hanfengzhai/HEA-ML

Python project for predicting if alloy compositions will solidify as single-phase solid solutions.

hanfengzhai/jingjieyeo.github.io

Official website of the J2 Lab @ Cornell University, headed by Prof. Jingjie Yeo

hanfengzhai/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

hanfengzhai/kliff

KIM-based Learning-Integrated Fitting Framework (KLIFF).

hanfengzhai/LIGGGHTS-PUBLIC

official release of the LIGGGHTS® DEM software by DCS Computing. For further info, forums, and bug reports, please visit http://www.cfdem.com. For the DEM software Aspherix® by DCS Computing that replaces LIGGGHTS, please visit https://www.aspherix-dem.com/

hanfengzhai/MOR-Physics

hanfengzhai/OpenMDAO

OpenMDAO repository.

hanfengzhai/polyga

polymer design with GA by Georgia Tech

hanfengzhai/pylammpsmpi

Parallel Lammps Python interface

hanfengzhai/q-e

Mirror of the Quantum ESPRESSO repository. Please do not post Issues or pull requests here. Use gitlab.com/QEF/q-e instead.

hanfengzhai/qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

hanfengzhai/qiskit-tutorials

A collection of Jupyter notebooks showing how to use the Qiskit SDK

hanfengzhai/quantumComputing

Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum Computing for Both Theories and Codes - I update it regularly.

hanfengzhai/SindyAutoencoders

hanfengzhai/SuperGAT

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

hanfengzhai/tf-gnn-samples

TensorFlow implementations of Graph Neural Networks

hanfengzhai/TherMaG

Engineering Design of Thermal-Magnetic Generator with Multidisciplinary Design Optimization

hanfengzhai/topy

Topology Optimization using Python

hanfengzhai/uncertainty-toolbox

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

hanfengzhai/XSEDE-setup

system setup for supercomputing resources