joelpaulson/nsPCE

Stars
4
Rank 3,304,323 (Top 66 %)
Language
MATLAB
License
GNU General Publi...
Created over 5 years ago
Updated over 5 years ago

joelpaulson/nsPCE

joelpaulson

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

ADCHEM_ML_MPC_Workshop_2021

Code associated with the ADCHEM 2021 Workshop on Machine Learning and Model Predictive Control

Sargent_Centre_BO_Summer_School_2024

This repository contains the code and slides associated with the Sargent Centre PSE Summer School on Bayesian Optimization held in September 2024.

Jupyter Notebook

Great_Lakes_PSE_Workshop_2023

Code and slides associated with Great Lakes PSE Student Workshop held in April 2023

Jupyter Notebook

LCSS_DataDrivenScenarioOptimization

This is the code used to generate the results in a recent paper titled "Data-Driven Scenario Optimization for Automated Controller Tuning with Probabilistic Performance Guarantees"

DYCOPS22_ML_MPC_Workshop

Code associated with the DYCOPS 2022 Workshop on Exploiting Machine Learning Methods for Approximation and Design of Model Predictive Control

COBALT

Constrained Bayesian Optimization of Computationally Expensive Grey-Box (Hybrid First-Principles and Data-Driven) Models