PIC-Lab

ADMM_VVO

ATLA_robust_RL

Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

campus_load_forecasting

A repo for district energy system long-term hourly electric demand forecasting using R

community_energy_control

A repo for hosting the community energy control and simulation frameworks developed under a Sloan-funded project

EENG598_AI4Power

Repo for EENG598 Class AI for power and renewable energy systems

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

PIC-Lab.github.io

Website for Power, Intelligence and Computing (PIC) Lab led by Dr. Qiuhua Huang

SA_PPO

[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning

GridCal

GridCal, a cross-platform power systems software written in Python with user interface, used in academia and industry.

PIC-Lab/ADMM_VVO

PIC-Lab/ATLA_robust_RL

Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework

PIC-Lab/campus_load_forecasting

A repo for district energy system long-term hourly electric demand forecasting using R

PIC-Lab/community_energy_control

A repo for hosting the community energy control and simulation frameworks developed under a Sloan-funded project

PIC-Lab/EENG598_AI4Power

Repo for EENG598 Class AI for power and renewable energy systems

PIC-Lab/harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

PIC-Lab/Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

PIC-Lab/PIC-Lab.github.io

Website for Power, Intelligence and Computing (PIC) Lab led by Dr. Qiuhua Huang

PIC-Lab/SA_PPO

[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning