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IDEAS-lab

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  1. epwshiftr epwshiftr Public

    Create future EnergyPlus Weather files using CMIP6 data

    R 33 8

  2. data-science-bldg-energy-efficiency data-science-bldg-energy-efficiency Public

    Jupyter Notebook 14 6

  3. eplusr-paper eplusr-paper Public

    Data and code for Jia and Chong (2020): Hongyuan Jia and Adrian Chong (2020). eplusr: A framework for integrating building energy simulation and data-driven analytics. (Accepted in Energy and Build…

    6 3

  4. SIMAUD2020-3tier-platform SIMAUD2020-3tier-platform Public

    TeX 6

  5. microclimate-dl-predict microclimate-dl-predict Public

    Jupyter Notebook 5 7

  6. reproducing-building-simulation reproducing-building-simulation Public

    An example of reproducible building energy model calibration

    HTML 3 2

Repositories

Showing 10 of 29 repositories
  • lab-website Public

    website for ideas lab

    HTML 2 MIT 4 1 0 Updated Mar 12, 2025
  • epwshiftr Public

    Create future EnergyPlus Weather files using CMIP6 data

    R 33 8 11 0 Updated Dec 26, 2024
  • ComfortPredict-ActiveTL Public
    Jupyter Notebook 1 1 0 0 Updated Jul 8, 2024
  • microclimate-dl-predict Public
    Jupyter Notebook 5 MIT 7 0 0 Updated May 11, 2024
  • sbb-calibration Public

    Repository describing the calibration of sbb testbed energyplus model

    R 0 MIT 0 0 0 Updated Mar 5, 2024
  • epwshiftr-bs2023 Public

    Repository for the epwshiftr BS2023 conference paper

    TeX 0 0 0 0 Updated Jan 3, 2024
  • robod Public

    This repository contains the data files and relevant analysis code for ROBOD, Room-level Occupancy and Building Operation Dataset.

    Jupyter Notebook 1 1 0 0 Updated Nov 7, 2023
  • deep-occupancy-detection Public

    This repository contains the source code for the feature selection algorithm and deep learning models (DNN, GRU, bi-GRU, LSTM, bi-LSTM) implemented for occupancy prediction across multiple space types based on a minimum sensing approach.

    Jupyter Notebook 0 1 0 0 Updated May 16, 2023
  • single-and-multiple-output-Bayesian-calibration Public

    For MOBC paper

    Python 1 MIT 2 0 0 Updated May 16, 2023
  • r4bes Public

    Open-source book introducing the application of building science to building energy simulation with R

    R 2 0 4 2 Updated Mar 9, 2023
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