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  1. ADCHEM_ML_MPC_Workshop_2021 ADCHEM_ML_MPC_Workshop_2021 Public

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

    MATLAB 14 1

  2. Sargent_Centre_BO_Summer_School_2024 Sargent_Centre_BO_Summer_School_2024 Public

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

    Jupyter Notebook 9 1

  3. Great_Lakes_PSE_Workshop_2023 Great_Lakes_PSE_Workshop_2023 Public

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

    Jupyter Notebook 8 2

  4. DYCOPS22_ML_MPC_Workshop DYCOPS22_ML_MPC_Workshop Public

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

    MATLAB 6

  5. nsPCE nsPCE Public

    MATLAB 5

  6. LCSS_DataDrivenScenarioOptimization LCSS_DataDrivenScenarioOptimization Public

    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"

    MATLAB 5