Pinned Repositories
ADCHEM_ML_MPC_Workshop_2021
Code associated with the ADCHEM 2021 Workshop on Machine Learning and Model Predictive Control
COBALT
Constrained Bayesian Optimization of Computationally Expensive Grey-Box (Hybrid First-Principles and Data-Driven) Models
DYCOPS22_ML_MPC_Workshop
Code associated with the DYCOPS 2022 Workshop on Exploiting Machine Learning Methods for Approximation and Design of Model Predictive Control
Great_Lakes_PSE_Workshop_2023
Code and slides associated with Great Lakes PSE Student Workshop held in April 2023
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"
nsPCE
pykcenter
Python package for globally solving the kcenter clustering problem
TorchSISSO
PiratesOpt
joelpaulson's Repositories
joelpaulson/ADCHEM_ML_MPC_Workshop_2021
Code associated with the ADCHEM 2021 Workshop on Machine Learning and Model Predictive Control
joelpaulson/Great_Lakes_PSE_Workshop_2023
Code and slides associated with Great Lakes PSE Student Workshop held in April 2023
joelpaulson/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"
joelpaulson/COBALT
Constrained Bayesian Optimization of Computationally Expensive Grey-Box (Hybrid First-Principles and Data-Driven) Models
joelpaulson/DYCOPS22_ML_MPC_Workshop
Code associated with the DYCOPS 2022 Workshop on Exploiting Machine Learning Methods for Approximation and Design of Model Predictive Control
joelpaulson/nsPCE
joelpaulson/pykcenter
Python package for globally solving the kcenter clustering problem