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Azadeh Omidfar Sawyer

Carnegie Mellon University

Pittsburgh, PA 15213-3890

United States

  • Carnegie Mellon University

SCHOLARLY PAPERS

2

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222

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Generalized Building Energy and Carbon Emissions Benchmarking with Post-Prediction Analysis

Developments in the Built Environment
Number of pages: 40 Posted: 09 Jun 2023 Last Revised: 15 Mar 2024
Tian Li, Tianqi Liu, Azadeh Omidfar Sawyer, Pingbo Tang, Vivian Loftness, Yi Lu and Jiarong Xie
University of Nebraska-Lincoln, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University
Downloads 122 (608,822)

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Generalized Energy Benchmarking, Carbon Emissions Benchmarking, Data-driven Method, Machine learning, Tree Boosting, Post-prediction Analysis

2.

An Innovative Building Energy Use Analysis by Unsupervised Classification and Supervised Regression Models

ASHRAE 2023 Annual Conference
Number of pages: 10 Posted: 01 Mar 2024
Tian Li, Jiarong Xie, Tianqi Liu, Yi Lu and Azadeh Omidfar Sawyer
University of Nebraska-Lincoln, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University and Carnegie Mellon University
Downloads 100 (704,534)

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AI-driven, Energy benchmarking, Machine learning, Unsupervised learning, Supervised Learning