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    29 repositories

    • lab-website

      Public
      website for ideas lab
      HTML
      •
      MIT License
      •4•2•1•0•Updated Dec 5, 2024Dec 5, 2024

    • ComfortPredict-ActiveTL

      Public
      Jupyter Notebook
      •1•1•0•0•Updated Jul 8, 2024Jul 8, 2024

    • epwshiftr

      Public
      Create future EnergyPlus Weather files using CMIP6 data
      energyplusesgfclimate-changecmip6epw
      R
      •
      Other
      •7•32•11•0•Updated May 17, 2024May 17, 2024

    • microclimate-dl-predict

      Public
      Jupyter Notebook
      •
      MIT License
      •6•3•0•0•Updated May 11, 2024May 11, 2024

    • sbb-calibration

      Public
      Repository describing the calibration of sbb testbed energyplus model
      R
      •
      MIT License
      •0•0•0•0•Updated Mar 5, 2024Mar 5, 2024

    • epwshiftr-bs2023

      Public
      Repository for the epwshiftr BS2023 conference paper
      TeX
      •0•0•0•0•Updated Jan 3, 2024Jan 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, 2023Nov 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
      •1•0•0•0•Updated May 16, 2023May 16, 2023

    • single-and-multiple-output-Bayesian-calibration

      Public
      For MOBC paper
      Python
      •
      MIT License
      •2•1•0•0•Updated May 16, 2023May 16, 2023

    • r4bes

      Public
      Open-source book introducing the application of building science to building energy simulation with R
      R
      •0•2•4•2•Updated Mar 9, 2023Mar 9, 2023

    • calibrating-building-simulation-review

      Public
      TeX
      •
      MIT License
      •2•2•0•0•Updated Dec 29, 2022Dec 29, 2022

    • mixed-mode

      Public
      This repository contains lab website for mixed mode ventilation in tropics
      HTML
      •
      MIT License
      •1•0•0•0•Updated May 26, 2022May 26, 2022

    • aws-raspberrypi-sensing

      Public
      This repository contains the source code for extracting raspberry pi motion and distance sensor data and uploading them to AWS DynamoDB.
      Python
      •0•0•0•0•Updated Nov 5, 2021Nov 5, 2021

    • reproducing-building-simulation

      Public
      An example of reproducible building energy model calibration
      HTML
      •
      MIT License
      •2•3•0•0•Updated Oct 13, 2021Oct 13, 2021

    • vizpro

      Public
      JavaScript
      •
      MIT License
      •0•3•0•0•Updated Aug 9, 2021Aug 9, 2021

    • reprod-bes

      Public
      TeX
      •
      Other
      •1•0•0•0•Updated May 17, 2021May 17, 2021

    • data-science-bldg-energy-efficiency

      Public
      Jupyter Notebook
      •
      MIT License
      •5•14•0•0•Updated Apr 29, 2021Apr 29, 2021

    • 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 Buildings).
      rdata-analysismulti-objective-optimizationdata-explorationenergyplusparametric-analysiseplusrbayesian-calibrationdata-driven-analytics
      Other
      •3•6•1•0•Updated Dec 14, 2020Dec 14, 2020

    • releasing-research-code

      Public
      Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
      MIT License
      •718•2•0•0•Updated May 31, 2020May 31, 2020

    • SIMAUD2020-3tier-platform

      Public
      TeX
      •0•6•2•0•Updated May 19, 2020May 19, 2020

    • knitr_case_studies

      Public
      Inference case studies in knitr
      HTML
      •97•0•0•0•Updated Mar 9, 2020Mar 9, 2020

    • HVAC-RL-Control

      Public
      DRP Control for HVAC
      HTML
      •15•0•0•0•Updated Oct 22, 2019Oct 22, 2019

    • high-resolution_load_profiling

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Sep 19, 2019Sep 19, 2019

    • BEM_BMS_mapping

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Sep 9, 2019Sep 9, 2019

    • Gym-Eplus

      Public
      HTML
      •
      GNU General Public License v3.0
      •28•0•0•0•Updated Jun 20, 2019Jun 20, 2019

    • eplusrIntro

      Public
      Interfacing EnergyPlus Using R -- Intro to 'eplusr' Package
      CSS
      •
      Creative Commons Zero v1.0 Universal
      •2•0•0•0•Updated May 15, 2019May 15, 2019

    • bc-stan

      Public
      Bayesian calibration of Building Energy Models using Stan modeling language
      R
      •
      MIT License
      •9•0•0•0•Updated Mar 29, 2019Mar 29, 2019

    • gbEplus

      Public
      Open source gbXML to EnergyPlus convertor
      Roff
      •
      MIT License
      •7•2•0•0•Updated Mar 5, 2019Mar 5, 2019

    • eplusr

      Public
      A Toolkit for Using EnergyPlus in R.
      R
      •
      Other
      •13•1•0•0•Updated Mar 1, 2019Mar 1, 2019