holywater2 Goto Github PK
Name: Kim, Seongsu
Type: User
Company: POSTECH
Bio: Ph.D candidate of A.I. @ Ahn's Lab in POSTECH 1. Statistical Physics (Ising model, Monte Carlo Simul.) 2. Graph Neural Network
Location: Pohang, Republic of Korea
Name: Kim, Seongsu
Type: User
Company: POSTECH
Bio: Ph.D candidate of A.I. @ Ahn's Lab in POSTECH 1. Statistical Physics (Ising model, Monte Carlo Simul.) 2. Graph Neural Network
Location: Pohang, Republic of Korea
The practice and review of the Monte-Carlo method for Statistical Physics, especially for the Ising model.
My own codes and calculation for internship in CMBP Laboratory in GIST.
The repository of problem solving (especially algorithm problems of computer science)
Atomistic Line Graph Neural Network
Group Equivariant Linear Maps
This repository is made for preparing competent programming.
This is the source code of CubicGAN generating cubic crystal structures using improved WGAN.
Database generation by DiffCSP
DeepDream_Pytorch
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Diffusion Probabilistic CDVAE
[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
[arXiv'23] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
The implementation of the state-of-the-art and brand-new equivariant models. Most models are related to the geometric GNNs.
Code for the paper Equivariant Networks for Crystal Structures
Reference implementation of "Ewald-based Long-Range Message Passing for Molecular Graphs" (ICML 2023)
FTCP code
Graph convolution with tf.keras
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
GEOM: Energy-annotated molecular conformations
Gaussain plane-wave neural operator (GPWNO) is a novel approach to predict the electron density of molecule, combining two types of the bases: Gaussian-type orbital and plane-wave.
Official implementation of the NeurIPS 23 spotlight paper of ♾️InfGCN♾️.
Implementation of Long Range Ising Model by C++.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.