Chenghao Wei
Birth: 20 November 1994, China
Position: Researcher, Ooka Lab.
E-mail: 
Research topic: Building simulation, Deep learning, Architecture thermal environment and HVAC equipment
Biography
- Jun. 2013, Graduate from Nanchang No.2 High School
- Jun. 2018, Graduate from Central South University (Bachelor)
- Sept. 2020, Graduate from Yokohama National University (Master, Narumi Lab.)
- Sept. 2020, Entered doctoral course of The University of Tokyo (Ooka Lab.)
- Sept. 2023, Graduate from doctoral course of The University of Tokyo
Achievements
Peer-reviewed article
- Chenghao Wei, Ryozo Ooka
- Indoor airflow field reconstruction using physics-informed neural network
- doi.org/10.1016/j.buildenv.2023.110563
- Building and Environment, 242, 110563.
- Chenghao Wei, Miwako Fujita, Daisuke Narumi
- Evaluation of energy consumption and indoor thermal environment of grocery store using CFD model (Part 3): Effect of SC refrigerating and air conditioning load reduction and thermal comfort improvement by introducing measures
- Journal of Environmental Engineering (Transaction of AIJ), Vol.88, No.808, pp.537-546, 2023.6 (in Japanese)
- Chenghao Wei, Ryozo Ooka, Qi Zhou
- Performance comparison using different multilayer perceptron input–output formats to predict unsteady indoor temperature distribution
- doi.org/10.1002/2475-8876.12294
- Japan Architectural Review. 5 (2022) 661–671
- Chenghao Wei, Miwako Fujita, Daisuke Narumi
- Evaluation of energy consumption and indoor thermal environment of grocery store using CFD model (Part 2): Effect of A&C Set Temperature and Ventilation Volume on Energy Consumption of Display Cases and A&C using CFD Model
- Journal of Environmental Engineering (Transaction of AIJ), Vol.85, No.777, pp.837-847, 2020.11 (in Japanese)
- Chenghao Wei, Miwako Fujita, Daisuke Narumi
- Evaluation of energy consumption and indoor thermal environment of grocery store using CFD model (Part 1): Construction of refrigerated display case CFD models based on constant temperature experiments
- Journal of Environmental Engineering (Transaction of AIJ), Vol.85, No.777, pp.837-847, 2020.11 (in Japanese)
International Conference
- Chenghao Wei, Ryozo Ooka, Bingchao Zhang, Qi Zhou
- Performance comparison using NN and DLROM to predict unsteady indoor temperature distribution focusing on training data selection
- IAQVEC 2023，2023.5
- Chenghao Wei, Miwako Fujita and Daisuke Narumi
- Predicting unsteady indoor temperature distributions by POD-DNN
- Roomvent 2022, 2022.9
- Chenghao Wei, Miwako Fujita and Daisuke Narumi
- Evaluation of Interaction Between Load of Refrigerated Display Cases and Air Conditioners in a Grocery Store Using CFD
- The 13th IEA HEAT PUMP CONFERENCE 2020, 2021.4
Awards
- Award for Outstanding Academic Performance, Yokohama National University, 2020.9
- The Second Prize of 1st Seven-universities Joint Graduate Program in Hunan Province, The Architect Society of Hunan Province, 2018.6
Society
- Architectural Institute of Japan
- SHASE
- The Japanese Society for Artificial Intelligence
Language
Ooka Lab. & Kikumoto Lab.