eltonpan
PhD Candidate at MIT | ML for Materials Currently at @olivettigroup Research intern at @google-research Ex-research intern at @OptiMaL-PSE-Lab
MITCambridge, MA
Pinned Repositories
3.320_atomistic_simulation_of_materials
MIT 3.320 Atomistic simulation of materials
6.S898_final_project_blog
MIT 6.S898 final project blog
ac-bo-hackathon.github.io
bayes-warmup
AC BO Hackathon Team bayes-warmup
constrained_RL_process_optimization
Code for Paper: Constrained Model-free Reinforcement Learning for Process Optimization
CS224N---Natural-Language-Processing-with-Deep-Learning
Stanford CS224n: Natural Language Processing with Deep Learning
cs224u-natural-language-understanding
CS224W-Machine-Learning-with-Graphs
RL_materials_generation
Code for Paper: Deep Reinforcement Learning for Inverse Inorganic Materials Design
zeosyn_dataset
ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-learning Rationalization of Hydrothermal Parameters (ACS Central Science 2024)
eltonpan's Repositories
eltonpan/zeosyn_dataset
ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-learning Rationalization of Hydrothermal Parameters (ACS Central Science 2024)
eltonpan/RL_materials_generation
Code for Paper: Deep Reinforcement Learning for Inverse Inorganic Materials Design
eltonpan/bayes-warmup
AC BO Hackathon Team bayes-warmup
eltonpan/constrained_RL_process_optimization
Code for Paper: Constrained Model-free Reinforcement Learning for Process Optimization
eltonpan/3.320_atomistic_simulation_of_materials
MIT 3.320 Atomistic simulation of materials
eltonpan/6.S898_final_project_blog
MIT 6.S898 final project blog
eltonpan/ac-bo-hackathon.github.io
eltonpan/CS224N---Natural-Language-Processing-with-Deep-Learning
Stanford CS224n: Natural Language Processing with Deep Learning
eltonpan/cs224u-natural-language-understanding
eltonpan/CS224W-Machine-Learning-with-Graphs
eltonpan/google-research
Google Research
eltonpan/eltonpan