Publications per year
Publications per year
Overview
Education/Academic qualification
Eng-Informatics, Doctorate Degree
Fingerprint
Dive into the research topics where Yan Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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A transfer learning approach to energy-efficient control of small and medium-sized commercial buildings
Liu, Y., Yoon, Y., Amasyali, K., Pasini, M. L., Smith, R., Im, P. & Zandi, H., Jun 15 2026, In: Applied Energy. 413, 127745.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A GPU-Accelerated Generative Adversarial Model for Causal Inference
Tam, W. K. & Liu, Y. Y., Sep 25 2025, In: Concurrency and Computation: Practice and Experience. 37, 21-22, e70231.Research output: Contribution to journal › Article › peer-review
Open Access -
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings
Amasyali, K., Liu, Y. & Zandi, H., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Scopus citations -
Energy performance evaluation of the ASHRAE Guideline 36 control and reinforcement learning–based control using field measurements
Yoon, Y., Amasyali, K., Li, Y., Im, P., Bae, Y., Liu, Y. & Zandi, H., Dec 15 2024, In: Energy and Buildings. 325, 115005.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations
Datasets
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Height Above Nearest Drainage (HAND) and Hydraulic Property Table for CONUS - Version 0.21 (20200601)
Liu, Y. (Creator), Tarboton, D. (Creator) & Maidment, D. R. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), May 27 2020
DOI: 10.13139/ORNLNCCS/1630903
Dataset
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Height Above Nearest Drainage (HAND) and Hydraulic Property Table for CONUS
Liu, Y. (Creator), Tarboton, D. (Creator) & Maidment, D. R. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Apr 6 2020
DOI: 10.13139/ORNLNCCS/1608331
Dataset
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Road Lidar Dataset for the TxDOT Austin District
Liu, Y. (Creator), Maidment, D. (Creator), Carter, A. (Creator) & Whiteaker, T. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2024
DOI: 10.13139/ornlnccs/2472925
Dataset