The transmission system expansion project application to study illustrative three-nodes energy system
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Updated
Nov 15, 2022 - Julia
The transmission system expansion project application to study illustrative three-nodes energy system
This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification
Energy Economical Model has been developed to quantitatively answer the following question for industrial units, "What is the best energy source mix for my facility and operations?"
The transmission system expansion project applicatin to study Nordic's energy system
Local-Global MCMC kernels: the best of both worlds (NeurIPS 2022)
Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"
Course project for CS726 @ IIT Bombay.
The transmission system expansion project applicatin to study Nordic's energy system
Cooling and Heating Optimization based on Deep Q-Learning.
Naive implementations of deep reinforcement learning algorithms
A CNN model trained to learn the distribution of the MNIST digits.
Post-hoc Out-of-Distribution Detection
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on prospective configuration.
A practical method for training energy-based language models.
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
This is the repo for the master thesis at ITA - RWTH Aachen
Machine learning applications
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