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  • Carnegie Mellon University
  • Pittsburgh USA

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  1. TSFM_Building TSFM_Building Public

    Forked from nesl/TSFM_Building

    Implementation of Time Series Foundation Models for Predictive Building Analytics

    Python

  2. BeyondAverage_EvaluatingIATinGBM BeyondAverage_EvaluatingIATinGBM Public

    Investigating the impact of using Indoor Average Temperature in Grey Box Modeling for One Step and One-Day (24-Step) Ahead predictions

    Python

  3. GBM4SingleZoneMultiNodeSystems GBM4SingleZoneMultiNodeSystems Public

    Utilizing Differential Evolution (DE) and Sequential Least Squares Programming (SLSQP) to fit Physics Informed ML models of Single Zone Multi Node Systems for Energy Flexibility Applications

    Python

  4. Sensors4SingleZoneSystems Sensors4SingleZoneSystems Public

    Jupyter Notebook 1

  5. EvolutionaryOptimization EvolutionaryOptimization Public

    Three different Contrained Optimization Algorithms are presented with example topology optimization scenarios

    MATLAB 1