Pinned Repositories
WelfareForEveryOne
복지사각지대 해소를 위한 맞춤 복지 추천 앱: 2021 프로보노 공모전 대상(과학기술정보통신부장관상) 수상
2022-Samsung-AI-Challenge
2022 Samsung AI Challenge (Materials Discovery)
Bayesian-Disruption-Prediction
Research-repository: Bayesian neural networks for predicting disruptions using EFIT and diagnostic data in KSTAR
Disruption-Prediciton-based-on-Multimodal-Deep-Learning
Research-repository: Disruption Prediction and Analysis through Multimodal Deep Learning in KSTAR
Fusion-Reactor-Design-Optimization
Source code for nuclear fusion reactor design optimization through deep reinforcement learning
K-MolOCR-Detection
Project : K-MolOCR, detection code for recognizing the Molecular structure in the text PDF
KSTAR-data-driven-tokamak-simulator
Neural network based simulator for virtual KSTAR tokamak environment
Physics-informed-ml-study
study code for physics informed machine learning and deep learning
Tokamak-GS-solver
Grad-Shafranov equation solver for hydrostatic equilibrium in Tokamak plasma
Tokamak-Plasma-Operation-Control-based-on-RL
Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR
ZINZINBIN's Repositories
ZINZINBIN/Tokamak-Plasma-Operation-Control-based-on-RL
Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR
ZINZINBIN/Physics-informed-ml-study
study code for physics informed machine learning and deep learning
ZINZINBIN/Tokamak-GS-solver
Grad-Shafranov equation solver for hydrostatic equilibrium in Tokamak plasma
ZINZINBIN/2022-Samsung-AI-Challenge
2022 Samsung AI Challenge (Materials Discovery)
ZINZINBIN/Bayesian-Disruption-Prediction
Research-repository: Bayesian neural networks for predicting disruptions using EFIT and diagnostic data in KSTAR
ZINZINBIN/Disruption-Prediciton-based-on-Multimodal-Deep-Learning
Research-repository: Disruption Prediction and Analysis through Multimodal Deep Learning in KSTAR
ZINZINBIN/Fusion-Reactor-Design-Optimization
Source code for nuclear fusion reactor design optimization through deep reinforcement learning
ZINZINBIN/KSTAR-data-driven-tokamak-simulator
Neural network based simulator for virtual KSTAR tokamak environment
ZINZINBIN/parallel-computing
Scientific parallel computing source code
ZINZINBIN/PIC-plasma-simulation
PIC code simulation for two-stream instability in Plasmas
ZINZINBIN/Bayesian-Neural-Network
Reproduction for the paper : Weight uncertainty in neural networks
ZINZINBIN/computational-physics
computational physics study code referred from Richard Fitzpatrick
ZINZINBIN/Differential-Equation-Numerical-Analysis
SNU Lectures : Differential Equations and Numerical Analysis (code + pdf)
ZINZINBIN/K-MolOCR-Detection
Project : K-MolOCR, detection code for recognizing the Molecular structure in the text PDF
ZINZINBIN/KIAS-parallel-computing-AI
2022 KIAS CAC summer school : Parallel computing and AI
ZINZINBIN/MHD-plasma-simulation
MHD computational code
ZINZINBIN/SPH-simulation
Smoothed Particle Hydrodynamics (SPH) simulation
ZINZINBIN/ZINZINBIN
my profile
ZINZINBIN/zinzinbin.github.io
Academic homepage
ZINZINBIN/Adversarial-training
study code for adversarial training and generative model
ZINZINBIN/DACON_KWRA_Competition
팔당댐 홍수 안전운영에 따른 한강 수위예측 AI 경진대회
ZINZINBIN/Data-driven-plasma-simulation
Plasma Simulation with Physics-informed Neural Network and Neural Differential Operator
ZINZINBIN/Gauss-labs-pre-test
Gauss labs pretest code repository
ZINZINBIN/GaussLabs-mini-project
Review : Reversible Instance Normalization for accurate time-series-forecasting against distribution shift
ZINZINBIN/gnn-study
GNN study with pytorch geometric
ZINZINBIN/KSTAR-Bayesian-Feedforward-Control
Bayesian optimization for KSTAR offline ramp-up feedforward control
ZINZINBIN/ORF522
Codes for linear and nonlinear optimization course at Princeton
ZINZINBIN/pseudolab.github.io
가짜연구소 블로그
ZINZINBIN/RL-study
Reinforcement Learning Study Code
ZINZINBIN/VEST-RL-control
SNU VEST control parameters optimization based on DRL