Faculty Profiles - GAO Zhenyu | The Hong Kong University of Science and Technology

Zhenyu GAO
高振宇

PhD in Aerospace Engineering
Georgia Institute of Technology, 2022

Assistant Professor
Department of Mechanical and Aerospace Engineering

(852) 2358 8119
zhenyugao@ust.hk
Room 2563
Personal Web

Google Scholar

Ty90NEEAAAAJ

ORCID

0000-0002-8177-7123

Scopus ID

57193865609

Research Interest Publications Teaching Assignment

Research Interest

Aerospace engineering
Aviation and flight engineering
Artificial intelligence
Energy and environment
Machine learning
Statistical modeling
Intelligent transportation systems
Air transportation
Operations research

Publications

All Years 20 2024 4 2023 1 2022 4 2021 2 2020 4 2019 1 2018 4

2024 4

Noise-aware and equitable urban air traffic management: An optimization approach

Transportation Research Part C: Emerging Technologies, v. 165, August 2024, article number 104740, p. 1-25
Gao, Zhenyu; Yu, Yue; Wei, Qinshuang; Topcu, Ufuk; Clarke, John-Paul
Article

Risk-aware urban air mobility network design with overflow redundancy

Transportation Research Part B: Methodological, v. 185, July 2024, article number 102967
Wei, Qinshuang; Gao, Zhenyu; Clarke, John-Paul; Topcu, Ufuk
Article

Alpha-fair routing in urban air mobility with risk-aware constraints

Yu, Y.; Gao, Zhenyu; Li, S.H.Q.; Wei, Q.; Clarke, J.P.; Topcu, U.
Conference paper

An Eco-Social Approach to Sustainable UAM Network Design

AIAA Aviation Forum and ASCEND, 2024 / AIAA. AIAA, 2024
Barsotti, Mariah; Gao, Zhenyu; Clarke, John-Paul
Conference paper

2023 1

Developing virtual acoustic terrain for Urban Air Mobility trajectory planning

Transportation Research Part D: Transport and Environment, v. 120, July 2023, article number 103794
Gao, Zhenyu; Porcayo, Alex; Clarke, John-Paul
Article

2022 4

Minimax and Multi-Criteria Selection of Representative Model Portfolios for Complex Systems Analysis

AIAA Journal, v. 60, (3), March 2022, p. 1505-1521
Gao, Zhenyu; Li, Yongchang; Puranik, Tejas G.; Mavris, Dimitri N.
Article

Multi-level aircraft feature representation and selection for aviation environmental impact analysis

Transportation Research Part C: Emerging Technologies, v. 143, October 2022, article number 103824
Gao, Zhenyu; Kampezidou, Styliani I.; Behere, Ameya; Puranik, Tejas G.; Rajaram, Dushhyanth; Mavris, Dimitri N.
Article

Probabilistic representatives mining (Prem): A clustering method for distributional data reduction

AIAA Journal, v. 60, (4), April 2022, p. 2580-2596
Gao, Zhenyu; Puranik, Tejas G.; Mavris, Dimitri N.
Article

Statistics and Machine Learning in Aviation Environmental Impact Analysis: A Survey of Recent Progress

Aerospace, v. 9, (12), November 2022, article number 750
Gao, Zhenyu; Mavris, Dimitri N.
Article

2021 2

Development and analysis of improved departure modeling for aviation environmental impact assessment

Journal of Aircraft, v. 58, (4), July 2021, p. 847-857
Gao, Zhenyu; Behere, Ameya; Li, Yongchang; Lim, Dongwook; Kirby, Michelle; Mavris, Dimitri N.
Article

Sensitivity analysis of aviation environmental impacts for the base of aircraft data (Bada) family 4

AIAA Scitech 2021 Forum / AIAA. AIAA, 2021, p. 1-14
Gao, Zhenyu; Li, Yongchang; Kirby, Michelle; Mavris, Dimitri N.
Conference paper

2020 4

Restoring the real world records in Men's swimming without high-tech swimsuits

Journal of Quantitative Analysis in Sports, v. 16, (4), August 2020, p. 291-300
Gao, Zhenyu; Li, Yixing; Wang, Zhengxin
Article

Application of machine learning techniques to parameter selection for flight risk identification

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020
Mangortey, Eugene; Monteiro, Dylan; Ackley, Jamey; Gao, Zhenyu; Puranik, Tejas G.; Kirby, Michelle; Pinon, Olivia J.; Mavris, Dimitri N.
Conference paper

Improved noise abatement departure procedure modeling for aviation environmental impact assessment

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020
Lim, Dongwook; Behere, Ameya; Jin, Yee-Chan; Li, Yongchang; Kirby, Michelle; Gao, Zhenyu; Mavris, Dimitri
Conference paper

Sensitivity analysis of airport level environmental impacts to aircraft thrust, weight, and departure procedures

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020, p. 1-12
Behere, Ameya; Lim, Dongwook; Li, Yongchang; Jin, Yee Chan; Gao, Zhenyu; Kirby, Michelle; Mavris, Dimitri
Conference paper

2019 1

A nonparametric-based approach for the characterization and propagation of epistemic uncertainty due to small datasets

AIAA Scitech 2019 Forum / AIAA. AIAA, 2019
Gao, Zhenyu; Lim, Dongwook; Schwartz, Katherine G.; Mavris, Dimitri N.
Conference paper

2018 1

Challenges and opportunities: A strategic general aviation exploratory analysis for 2030

AIAA Aerospace Sciences Meeting, 2018 / AIAA. AIAA, 2018
Gao, Zhenyu; Lin, Po-Nien; Briceno, Simon; Mavris, Dimitri N.; Chakraborty, Arpan; Sells, Brandon E.; Crossley, William A.
Conference paper

2017 3

Parametric approach to assessing performance of high-lift device active flow control architectures

Aerospace, v. 4, (1), February 2017, article number 6
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri
Article

System-level assessment of active flow control for commercial aircraft high-lift devices

Journal of Aircraft, v. 55, (3), May 2018, p. 1200-1216
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.
Article

System-level assessment of active flow control for commercial aircraft high-lift devices

AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting / American Institute of Aeronautics and Astronautics Inc.. American Institute of Aeronautics and Astronautics Inc., 2017, article number AIAA 2017-1627
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.
Conference paper

Article 2

Noise-aware and equitable urban air traffic management: An optimization approach

Transportation Research Part C: Emerging Technologies, v. 165, August 2024, article number 104740, p. 1-25
Gao, Zhenyu; Yu, Yue; Wei, Qinshuang; Topcu, Ufuk; Clarke, John-Paul

Risk-aware urban air mobility network design with overflow redundancy

Transportation Research Part B: Methodological, v. 185, July 2024, article number 102967
Wei, Qinshuang; Gao, Zhenyu; Clarke, John-Paul; Topcu, Ufuk

Conference paper 2

Alpha-fair routing in urban air mobility with risk-aware constraints

Yu, Y.; Gao, Zhenyu; Li, S.H.Q.; Wei, Q.; Clarke, J.P.; Topcu, U.

An Eco-Social Approach to Sustainable UAM Network Design

AIAA Aviation Forum and ASCEND, 2024 / AIAA. AIAA, 2024
Barsotti, Mariah; Gao, Zhenyu; Clarke, John-Paul

Article 1

Developing virtual acoustic terrain for Urban Air Mobility trajectory planning

Transportation Research Part D: Transport and Environment, v. 120, July 2023, article number 103794
Gao, Zhenyu; Porcayo, Alex; Clarke, John-Paul

Article 4

Minimax and Multi-Criteria Selection of Representative Model Portfolios for Complex Systems Analysis

AIAA Journal, v. 60, (3), March 2022, p. 1505-1521
Gao, Zhenyu; Li, Yongchang; Puranik, Tejas G.; Mavris, Dimitri N.

Multi-level aircraft feature representation and selection for aviation environmental impact analysis

Transportation Research Part C: Emerging Technologies, v. 143, October 2022, article number 103824
Gao, Zhenyu; Kampezidou, Styliani I.; Behere, Ameya; Puranik, Tejas G.; Rajaram, Dushhyanth; Mavris, Dimitri N.

Probabilistic representatives mining (Prem): A clustering method for distributional data reduction

AIAA Journal, v. 60, (4), April 2022, p. 2580-2596
Gao, Zhenyu; Puranik, Tejas G.; Mavris, Dimitri N.

Statistics and Machine Learning in Aviation Environmental Impact Analysis: A Survey of Recent Progress

Aerospace, v. 9, (12), November 2022, article number 750
Gao, Zhenyu; Mavris, Dimitri N.

Article 1

Development and analysis of improved departure modeling for aviation environmental impact assessment

Journal of Aircraft, v. 58, (4), July 2021, p. 847-857
Gao, Zhenyu; Behere, Ameya; Li, Yongchang; Lim, Dongwook; Kirby, Michelle; Mavris, Dimitri N.

Conference paper 1

Sensitivity analysis of aviation environmental impacts for the base of aircraft data (Bada) family 4

AIAA Scitech 2021 Forum / AIAA. AIAA, 2021, p. 1-14
Gao, Zhenyu; Li, Yongchang; Kirby, Michelle; Mavris, Dimitri N.

Article 1

Restoring the real world records in Men's swimming without high-tech swimsuits

Journal of Quantitative Analysis in Sports, v. 16, (4), August 2020, p. 291-300
Gao, Zhenyu; Li, Yixing; Wang, Zhengxin

Conference paper 3

Application of machine learning techniques to parameter selection for flight risk identification

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020
Mangortey, Eugene; Monteiro, Dylan; Ackley, Jamey; Gao, Zhenyu; Puranik, Tejas G.; Kirby, Michelle; Pinon, Olivia J.; Mavris, Dimitri N.

Improved noise abatement departure procedure modeling for aviation environmental impact assessment

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020
Lim, Dongwook; Behere, Ameya; Jin, Yee-Chan; Li, Yongchang; Kirby, Michelle; Gao, Zhenyu; Mavris, Dimitri

Sensitivity analysis of airport level environmental impacts to aircraft thrust, weight, and departure procedures

AIAA Scitech 2020 Forum, v. 1, (Part F), January 2020, p. 1-12
Behere, Ameya; Lim, Dongwook; Li, Yongchang; Jin, Yee Chan; Gao, Zhenyu; Kirby, Michelle; Mavris, Dimitri

Conference paper 1

A nonparametric-based approach for the characterization and propagation of epistemic uncertainty due to small datasets

AIAA Scitech 2019 Forum / AIAA. AIAA, 2019
Gao, Zhenyu; Lim, Dongwook; Schwartz, Katherine G.; Mavris, Dimitri N.

Conference paper 1

Challenges and opportunities: A strategic general aviation exploratory analysis for 2030

AIAA Aerospace Sciences Meeting, 2018 / AIAA. AIAA, 2018
Gao, Zhenyu; Lin, Po-Nien; Briceno, Simon; Mavris, Dimitri N.; Chakraborty, Arpan; Sells, Brandon E.; Crossley, William A.

Article 2

Parametric approach to assessing performance of high-lift device active flow control architectures

Aerospace, v. 4, (1), February 2017, article number 6
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri

System-level assessment of active flow control for commercial aircraft high-lift devices

Journal of Aircraft, v. 55, (3), May 2018, p. 1200-1216
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.

Conference paper 1

System-level assessment of active flow control for commercial aircraft high-lift devices

AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting / American Institute of Aeronautics and Astronautics Inc.. American Institute of Aeronautics and Astronautics Inc., 2017, article number AIAA 2017-1627
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.

2018 1

Challenges and opportunities: A strategic general aviation exploratory analysis for 2030

AIAA Aerospace Sciences Meeting, 2018 / AIAA. AIAA, 2018
Gao, Zhenyu; Lin, Po-Nien; Briceno, Simon; Mavris, Dimitri N.; Chakraborty, Arpan; Sells, Brandon E.; Crossley, William A.
Conference paper

2017 3

Parametric approach to assessing performance of high-lift device active flow control architectures

Aerospace, v. 4, (1), February 2017, article number 6
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri
Article

System-level assessment of active flow control for commercial aircraft high-lift devices

Journal of Aircraft, v. 55, (3), May 2018, p. 1200-1216
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.
Article

System-level assessment of active flow control for commercial aircraft high-lift devices

AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting / American Institute of Aeronautics and Astronautics Inc.. American Institute of Aeronautics and Astronautics Inc., 2017, article number AIAA 2017-1627
Cai, Yu; Gao, Zhenyu; Chakraborty, Imon; Briceno, Simon; Mavris, Dimitri N.
Conference paper

Teaching Assignment

2024-25 Fall 1 2023-24 Summer 0 2023-24 Spring 0 2023-24 Winter 0 2023-24 Fall 0 2022-23 Summer 0

MECH1907

Introduction to Aerospace Engineering

No Teaching Assignments

Research Interest

Publications

2024 4

2023 1

2022 4

2021 2

2020 4

2019 1

2018 1

2017 3

Article 2

Conference paper 2

Article 1

Article 4

Article 1

Conference paper 1

Article 1

Conference paper 3

Conference paper 1

Conference paper 1

Article 2

Conference paper 1

2018 1

2017 3

Teaching Assignment

Projects

From January 2022 to December 2024

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