Rhea Patricia LIEM

PhD in Aerospace Engineering
University of Toronto, 2015

Assistant Professor
Department of Mechanical and Aerospace Engineering



(852) 3469 2295
rpliem@ust.hk
Room 2562
Personal Web

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Google Scholar
h3F6S7gAAAAJ

ORCID
0000-0002-9456-4952

Scopus ID
55806264100




Research Interest Publications Projects Teaching Assignment RPG Supervision Space used




Research Interest

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Aerospace engineering
Aviation and flight engineering
Computational modeling
Aircraft and aeronautical engineering
Data analysis



Publications

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All Years 41 2022 1 2021 6 2020 11 2019 10 2018 5 2017 3 2016 5

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2022 1

Data-enhanced dynamic flight simulations for flight performance analysis
Aerospace Science and Technology, v. 121, February 2022, article number 107357
Kim, Dajung; Seth, Arjit; Liem, Rhea Patricia Article

2021 6

Amphibious Aircraft Developments: Computational Studies of Hydrofoil Design for Improvements in Water-Takeoffs
Aerospace, v. 8, (1), January 2021, article number 10, p. 1-31
Seth, Arjit; Liem, Rhea Patricia Article
Hierarchical model updating strategy of complex assembled structures with uncorrelated dynamic modes
Chinese Journal of Aeronautics, 9 April 2021
Fei, Chengwei; Liu, Haotian; Liem, Rhea Patricia; Choy, Yatsze; Han, Lei Article
On Dimensionality Reduction via Partial Least Squares for Kriging-Based Reliability Analysis with Active Learning
Reliability Engineering & System Safety, v. 215, November 2021, article number 107848
Zuhal, Lavi Rizki; Faza, Ghifari Adam; Palar, Pramudita Satria; Liem, Rhea Patricia Article
Polynomial-Chaos-Kriging with Gradient Information for Surrogate Modeling in Aerodynamic Design
AIAA Journal, v. 59, (8), August 2021, p. 2950-2967
Zuhal, Lavi R.; Zakaria, Kemas; Palar, Pramudita Satria; Shimoyama, Koji; Liem, Rhea Patricia Article
Fast and Adaptive Reliability Analysis via Kriging and Partial Least Squares
AIAA Scitech 2021 Forum, 2021, p. 1-11
Zuhal, Lavi Rizki; Faza, Ghifari Adam; Palar, Pramudita Satria; Liem, Rhea Patricia Conference paper
Gaussian Processes and Support Vector Regression for Uncertainty Quantification in Aerodynamics
AIAA Scitech 2021 Forum, 2021, p. 1-12
Palar, Pramudita Satria; Zakaria, Kemas; Zuhal, Lavi Rizki; Shimoyama, Koji; Liem, Rhea Patricia Conference paper

2020 11

Experimental Analysis of Cooling Fan Noise by Wavelet-Based Beamforming and Proper Orthogonal Decomposition
IEEE Access, v. 8, July 2020, article number 9131694, p. 121197-121203
Liang, Sicong; Chen, Wangqiao; Liem, Rhea Patricia; Huang, Xun Article
Experimental Study of Airfoil-Rotor Interaction Noise by Wavelet Beamforming
Journal of the Acoustical Society of America, v. 147, (5), 2020, p. 3248-3259
Chen, Wangqiao; Peng, Bo; Liem, Rhea Patricia; Huang, Xun Article
Flight performance analysis with data-driven mission parameterization: mapping flight operational data to aircraft performance analysis
Transportation Engineering, v. 2, December 2020, article number 100035
Lyu, Yuan; Liem, Rhea Patricia Article
Slotted hydrofoil design optimization to minimize cavitation in amphibious aircraft application: A numerical simulation approach
Advances in Aircraft and Spacecraft Science, v. 7, (4), 25 July 2020, p. 309-333
Conesa, Fernando Roca; Liem, Rhea Patricia Article
The impact of common neighbor algorithm on individual friend choices and online social networks
Physica A: Statistical Mechanics and its Applications, v. 566, 15 March 2021, article number 125670
Zhu, Bei; Yeung, Chi Ho; Liem, Rhea Patricia Article
Challenging Top Level Aircraft Requirements based on operations analysis and data-driven models, application to take-off performance design requirements
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3171, p. 1-22, Session: Aircraft Design Optimization II
Peteilh, Nicolas; Klein, Thierry; Druot, Thierry; Bartoli, Nathalie; Liem, Rhea Patricia Conference paper
Data-Driven Approach for Aircraft Arrival Sequencing Investigation at Terminal Maneuvering Area
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-2869, Session: Operational Insights from Big Data
Lui, Go Nam; Klein, Thierry; Liem, Rhea Patricia Conference paper
Data-driven Operation-based Aircraft Design Optimization
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3156, p. 1-17, Session: Aircraft Design Optimization I
Kim, Dajung; Druot, Thierry; Liem, Rhea Patricia Conference paper
Experimental and Computational Analyses of Take-off Hydrodynamics of an Amphibian Aircraft Hull
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3174, p. 1-11, Session: Aircraft Design Optimization III
Shihua, Mingzhi; Seth, Arjit; Li, Ye; Liem, Rhea Patricia Conference paper
Gradient-Enhanced Universal Kriging with Polynomial Chaos as Trend Function
AIAA Scitech 2020 Forum, v. 1 Part F, 2020, article number AIAA 2020-1865, Session: Metamodeling and Approximation Methods in Design
Zuhal, Lavi Rizki; Zakaria, Kemas; Palar, Pramudita Satria; Shimoyama, Koji; Liem, Rhea Patricia Conference paper
Towards understanding the impact of convective weather on aircraft arrival traffic at the Hong Kong International Airport
IOP Conference Series: Earth and Environmental Science, v. 569, (1), September 2020, article number 012067
Lui, Go Nam; Liem, Rhea Patricia; Hon, Kaikwong Conference paper

2019 10

Decomposed-coordinated Surrogate Modeling Strategy for Compound Function Approximation in a Turbine-blisk Reliability Evaluation
Aerospace Science and Technology, v. 95, December 2019, article number 105466
Fei, Chengwei; Lu, Cheng; Liem, Rhea Patricia Article
Investigation of the Effect of Cavitation and Journal Whirl on Static and Dynamic Characteristics of Journal Bearing
Journal of Mechanical Science and Technology, v. 33, (1), January 2019, p. 77-86
Sun, Dan; Li, Shengyuan; Fei, Chengwei; Ai, Yanting; Liem, Rhea Patricia Article
Transient probabilistic design of flexible multibody system using a dynamic fuzzy neural network method with distributed collaborative strategy
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, v. 233, (11), September 2019, p. 4077-4090
Song, Lukai; Bai, Guangchen; Fei, Cheng Wei; Liem, Rhea Patricia Article
Aircraft Reserve Fuel Study with High-fidelity Fuel Approximation Model
AIAA Aviation 2019 Forum, 2019, p. 1-9
Lyu, Yuan; Yanto, Jefry; Liem, Rhea Patricia Conference paper
An Investigation on Covariance Functions of Kriging for Surrogate Modelling in Fluid Dynamics
Sixteenth International Conference on Flow Dynamics, Sendai, Miyagi, Japan, 6-8 November 2019
Palar, Pramudita Satria; Zuhal, Lavi Rizki; Liem, Rhea Patricia; Shimoyama, Koji Conference paper
Flight Profile Optimization for Noise Abatement and Fuel Efficiency during Departure and Arrival of an Aircraft
AIAA Aviation 2019 Forum, 2019, p. 1-18
Kim, Dajung; Lyu, Yuan; Liem, Rhea Patricia Conference paper
Hydrofoil Conceptual Design and Optimization Framework for Amphibious Aircraft
AIAA Aviation 2019 Forum, 2019, p. 1-23
Seth, Arjit; Liem, Rhea Patricia Conference paper
Kriging with mixed kernel (MK) for complex aerospace problems
Sixteenth International Conference on Flow Dynamics, Sendai, Miyagi, Japan, 6-8 November 2019
Liem, Rhea Patricia; Oyetunde, Kehinde Sikirulai; Palar, Pramudita Satria; Shimoyama, Koji Conference paper
On The Use of Surrogate Models in Engineering Design Optimization and Exploration: The Key Issues
GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion / Editor: Manuel López-Ibá?ez, General Chairs: Anne Auger, Thomas Stützle. New York, United States : Association for Computing Machinery, 2019, p. 1592-1602
Palar, Pramudita Satria; Liem, Rhea Patricia; Zuhal, Lavi Rizki; Shimoyama, Koji Conference paper
Routing strategy using local information based on a two layer cellular automaton model
The 23rd International Congress on Modelling and Simulation (MODSIM2019), December 2019, p. 589-595
Zhu, Bei; Liem, Rhea Patricia Conference paper

2018 5

Aircraft fuel burn performance study: A data-enhanced modeling approach
Transportation Research Part D: Transport and Environment, v. 65, December 2018, p. 574-595
Yanto, Jefry; Liem, Rhea Patricia Article
Improved Kriging with extremum response surface method for structural dynamic reliability and sensitivity analyses
Aerospace Science and Technology, v. 76, May 2018, p. 164-175
Lu, cheng; Feng, yun-wen; Liem, Rhea Patricia; Fei, cheng-wei Article
Numerical investigation of cavitation performance of slotted hydrofoil for amphibious aircraft applications
The World Congress on Advances in Civil, Environmental, and Materials Research (ACEM 2018), Songdo Convensia, Incheon, South Korea, 28-31 August 2018
Roca conesa, Fernando; Liem, Rhea Patricia Conference paper
Probabilistic approach in flight trajectory modeling for fast and efficient noise contour generation
Advanced Aircraft Efficiency in a Global Air Transport System (AEGATS 2018), Toulouse, France, 23-25 October 2018
Maulydiana, Sarah Fauziah; Guajardo, Jose C; Liem, Rhea Patricia Conference paper
Takeoff analysis of amphibious aircraft with implementation of a hydrofoil
The 2018 World Congress on Advances in Civil, Environmental, and Materials Research (ACEM18) and The 2018 Structures Congress (Structures18), Songdo Convensia, Incheon, South Korea, 28-31 August 2018
Seth, Arjit; Liem, Rhea Patricia Conference paper

2017 3

Expected Drag Minimization For Aerodynamic Design Optimization Based On Aircraft Operational Data
Aerospace Science and Technology, v. 63, April 2017, p. 344-362
Liem, Rhea Patricia; Martins, Joaquim R R A; Kenway, Gaetan K W Article
Efficient Fast Approximation for Aircraft Fuel Consumption for Decision-Making and Policy Analysis
Proceedings: AIAA Modeling and Simulation Technologies Conference 2017, 2017, p. 1-22
Yanto, Jefry; Liem, Rhea Patricia Conference paper
Review of Design Aspects and Challenges of Efficient and Quiet Amphibious Aircraft
Journal of Physics: Conference Series, v. 1005, (1), May 2018, article number 012027
Liem, Rhea Patricia Conference paper

2015 2

Multimission Aircraft Fuel-Burn Minimization via Multipoint Aerostructural Optimization
AIAA Journal, v. 53, (1), January 2015, p. 104-122
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A. Article
Surrogate models and mixtures of experts in aerodynamic performance prediction for aircraft mission analysis
Aerospace Science and Technology, v. 43, June 2015, p. 126-151
Liem, Rhea Patricia; Mader, Charles A.; Martins, Joaquim R.R.A. Article

2014 1

Surrogate Models and Mixtures of Experts in Aerodynamic Performance Prediction for Mission Analysis
AIAA AVIATION 2014 -15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, United States, 16 - 20 June 2014
Liem, Rhea Patricia; Martins, Joaquim R.R.A. Conference paper

2013 1

Aerostructural design optimization of a 100-passenger regional jet with surrogate-based mission analysis
2013 Aviation Technology, Integration, and Operations Conference, 2013
Liem, Rhea Patricia; Mader, Charles A.; Lee, Edmund; Martins, Joaquim R.R.A. Conference paper

2012 1

Multi-point, multi-mission, high-fidelity aerostructural optimization of a long-range aircraft configuration
12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference; Indianapolis, IN; United States, 17 September 2012 through 19 September 2012; Code 98165
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A. Conference paper


Expand All Collapse All


Article 1

Data-enhanced dynamic flight simulations for flight performance analysis
Aerospace Science and Technology, v. 121, February 2022, article number 107357
Kim, Dajung; Seth, Arjit; Liem, Rhea Patricia


Expand All Collapse All


Article 4

Amphibious Aircraft Developments: Computational Studies of Hydrofoil Design for Improvements in Water-Takeoffs
Aerospace, v. 8, (1), January 2021, article number 10, p. 1-31
Seth, Arjit; Liem, Rhea Patricia
Hierarchical model updating strategy of complex assembled structures with uncorrelated dynamic modes
Chinese Journal of Aeronautics, 9 April 2021
Fei, Chengwei; Liu, Haotian; Liem, Rhea Patricia; Choy, Yatsze; Han, Lei
On Dimensionality Reduction via Partial Least Squares for Kriging-Based Reliability Analysis with Active Learning
Reliability Engineering & System Safety, v. 215, November 2021, article number 107848
Zuhal, Lavi Rizki; Faza, Ghifari Adam; Palar, Pramudita Satria; Liem, Rhea Patricia
Polynomial-Chaos-Kriging with Gradient Information for Surrogate Modeling in Aerodynamic Design
AIAA Journal, v. 59, (8), August 2021, p. 2950-2967
Zuhal, Lavi R.; Zakaria, Kemas; Palar, Pramudita Satria; Shimoyama, Koji; Liem, Rhea Patricia

Conference paper 2

Fast and Adaptive Reliability Analysis via Kriging and Partial Least Squares
AIAA Scitech 2021 Forum, 2021, p. 1-11
Zuhal, Lavi Rizki; Faza, Ghifari Adam; Palar, Pramudita Satria; Liem, Rhea Patricia
Gaussian Processes and Support Vector Regression for Uncertainty Quantification in Aerodynamics
AIAA Scitech 2021 Forum, 2021, p. 1-12
Palar, Pramudita Satria; Zakaria, Kemas; Zuhal, Lavi Rizki; Shimoyama, Koji; Liem, Rhea Patricia


Expand All Collapse All


Article 5

Experimental Analysis of Cooling Fan Noise by Wavelet-Based Beamforming and Proper Orthogonal Decomposition
IEEE Access, v. 8, July 2020, article number 9131694, p. 121197-121203
Liang, Sicong; Chen, Wangqiao; Liem, Rhea Patricia; Huang, Xun
Experimental Study of Airfoil-Rotor Interaction Noise by Wavelet Beamforming
Journal of the Acoustical Society of America, v. 147, (5), 2020, p. 3248-3259
Chen, Wangqiao; Peng, Bo; Liem, Rhea Patricia; Huang, Xun
Flight performance analysis with data-driven mission parameterization: mapping flight operational data to aircraft performance analysis
Transportation Engineering, v. 2, December 2020, article number 100035
Lyu, Yuan; Liem, Rhea Patricia
Slotted hydrofoil design optimization to minimize cavitation in amphibious aircraft application: A numerical simulation approach
Advances in Aircraft and Spacecraft Science, v. 7, (4), 25 July 2020, p. 309-333
Conesa, Fernando Roca; Liem, Rhea Patricia
The impact of common neighbor algorithm on individual friend choices and online social networks
Physica A: Statistical Mechanics and its Applications, v. 566, 15 March 2021, article number 125670
Zhu, Bei; Yeung, Chi Ho; Liem, Rhea Patricia

Conference paper 6

Challenging Top Level Aircraft Requirements based on operations analysis and data-driven models, application to take-off performance design requirements
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3171, p. 1-22, Session: Aircraft Design Optimization II
Peteilh, Nicolas; Klein, Thierry; Druot, Thierry; Bartoli, Nathalie; Liem, Rhea Patricia
Data-Driven Approach for Aircraft Arrival Sequencing Investigation at Terminal Maneuvering Area
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-2869, Session: Operational Insights from Big Data
Lui, Go Nam; Klein, Thierry; Liem, Rhea Patricia
Data-driven Operation-based Aircraft Design Optimization
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3156, p. 1-17, Session: Aircraft Design Optimization I
Kim, Dajung; Druot, Thierry; Liem, Rhea Patricia
Experimental and Computational Analyses of Take-off Hydrodynamics of an Amphibian Aircraft Hull
AIAA AVIATION 2020 FORUM, v. 1 Part F, 2020, article number AIAA 2020-3174, p. 1-11, Session: Aircraft Design Optimization III
Shihua, Mingzhi; Seth, Arjit; Li, Ye; Liem, Rhea Patricia
Gradient-Enhanced Universal Kriging with Polynomial Chaos as Trend Function
AIAA Scitech 2020 Forum, v. 1 Part F, 2020, article number AIAA 2020-1865, Session: Metamodeling and Approximation Methods in Design
Zuhal, Lavi Rizki; Zakaria, Kemas; Palar, Pramudita Satria; Shimoyama, Koji; Liem, Rhea Patricia
Towards understanding the impact of convective weather on aircraft arrival traffic at the Hong Kong International Airport
IOP Conference Series: Earth and Environmental Science, v. 569, (1), September 2020, article number 012067
Lui, Go Nam; Liem, Rhea Patricia; Hon, Kaikwong


Expand All Collapse All


Article 3

Decomposed-coordinated Surrogate Modeling Strategy for Compound Function Approximation in a Turbine-blisk Reliability Evaluation
Aerospace Science and Technology, v. 95, December 2019, article number 105466
Fei, Chengwei; Lu, Cheng; Liem, Rhea Patricia
Investigation of the Effect of Cavitation and Journal Whirl on Static and Dynamic Characteristics of Journal Bearing
Journal of Mechanical Science and Technology, v. 33, (1), January 2019, p. 77-86
Sun, Dan; Li, Shengyuan; Fei, Chengwei; Ai, Yanting; Liem, Rhea Patricia
Transient probabilistic design of flexible multibody system using a dynamic fuzzy neural network method with distributed collaborative strategy
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, v. 233, (11), September 2019, p. 4077-4090
Song, Lukai; Bai, Guangchen; Fei, Cheng Wei; Liem, Rhea Patricia

Conference paper 7

Aircraft Reserve Fuel Study with High-fidelity Fuel Approximation Model
AIAA Aviation 2019 Forum, 2019, p. 1-9
Lyu, Yuan; Yanto, Jefry; Liem, Rhea Patricia
An Investigation on Covariance Functions of Kriging for Surrogate Modelling in Fluid Dynamics
Sixteenth International Conference on Flow Dynamics, Sendai, Miyagi, Japan, 6-8 November 2019
Palar, Pramudita Satria; Zuhal, Lavi Rizki; Liem, Rhea Patricia; Shimoyama, Koji
Flight Profile Optimization for Noise Abatement and Fuel Efficiency during Departure and Arrival of an Aircraft
AIAA Aviation 2019 Forum, 2019, p. 1-18
Kim, Dajung; Lyu, Yuan; Liem, Rhea Patricia
Hydrofoil Conceptual Design and Optimization Framework for Amphibious Aircraft
AIAA Aviation 2019 Forum, 2019, p. 1-23
Seth, Arjit; Liem, Rhea Patricia
Kriging with mixed kernel (MK) for complex aerospace problems
Sixteenth International Conference on Flow Dynamics, Sendai, Miyagi, Japan, 6-8 November 2019
Liem, Rhea Patricia; Oyetunde, Kehinde Sikirulai; Palar, Pramudita Satria; Shimoyama, Koji
On The Use of Surrogate Models in Engineering Design Optimization and Exploration: The Key Issues
GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion / Editor: Manuel López-Ibá?ez, General Chairs: Anne Auger, Thomas Stützle. New York, United States : Association for Computing Machinery, 2019, p. 1592-1602
Palar, Pramudita Satria; Liem, Rhea Patricia; Zuhal, Lavi Rizki; Shimoyama, Koji
Routing strategy using local information based on a two layer cellular automaton model
The 23rd International Congress on Modelling and Simulation (MODSIM2019), December 2019, p. 589-595
Zhu, Bei; Liem, Rhea Patricia


Expand All Collapse All


Article 2

Aircraft fuel burn performance study: A data-enhanced modeling approach
Transportation Research Part D: Transport and Environment, v. 65, December 2018, p. 574-595
Yanto, Jefry; Liem, Rhea Patricia
Improved Kriging with extremum response surface method for structural dynamic reliability and sensitivity analyses
Aerospace Science and Technology, v. 76, May 2018, p. 164-175
Lu, cheng; Feng, yun-wen; Liem, Rhea Patricia; Fei, cheng-wei

Conference paper 3

Numerical investigation of cavitation performance of slotted hydrofoil for amphibious aircraft applications
The World Congress on Advances in Civil, Environmental, and Materials Research (ACEM 2018), Songdo Convensia, Incheon, South Korea, 28-31 August 2018
Roca conesa, Fernando; Liem, Rhea Patricia
Probabilistic approach in flight trajectory modeling for fast and efficient noise contour generation
Advanced Aircraft Efficiency in a Global Air Transport System (AEGATS 2018), Toulouse, France, 23-25 October 2018
Maulydiana, Sarah Fauziah; Guajardo, Jose C; Liem, Rhea Patricia
Takeoff analysis of amphibious aircraft with implementation of a hydrofoil
The 2018 World Congress on Advances in Civil, Environmental, and Materials Research (ACEM18) and The 2018 Structures Congress (Structures18), Songdo Convensia, Incheon, South Korea, 28-31 August 2018
Seth, Arjit; Liem, Rhea Patricia


Expand All Collapse All


Article 1

Expected Drag Minimization For Aerodynamic Design Optimization Based On Aircraft Operational Data
Aerospace Science and Technology, v. 63, April 2017, p. 344-362
Liem, Rhea Patricia; Martins, Joaquim R R A; Kenway, Gaetan K W

Conference paper 2

Efficient Fast Approximation for Aircraft Fuel Consumption for Decision-Making and Policy Analysis
Proceedings: AIAA Modeling and Simulation Technologies Conference 2017, 2017, p. 1-22
Yanto, Jefry; Liem, Rhea Patricia
Review of Design Aspects and Challenges of Efficient and Quiet Amphibious Aircraft
Journal of Physics: Conference Series, v. 1005, (1), May 2018, article number 012027
Liem, Rhea Patricia


Expand All Collapse All


Article 2

Multimission Aircraft Fuel-Burn Minimization via Multipoint Aerostructural Optimization
AIAA Journal, v. 53, (1), January 2015, p. 104-122
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A.
Surrogate models and mixtures of experts in aerodynamic performance prediction for aircraft mission analysis
Aerospace Science and Technology, v. 43, June 2015, p. 126-151
Liem, Rhea Patricia; Mader, Charles A.; Martins, Joaquim R.R.A.


Expand All Collapse All


Conference paper 1

Surrogate Models and Mixtures of Experts in Aerodynamic Performance Prediction for Mission Analysis
AIAA AVIATION 2014 -15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, United States, 16 - 20 June 2014
Liem, Rhea Patricia; Martins, Joaquim R.R.A.


Expand All Collapse All


Conference paper 1

Aerostructural design optimization of a 100-passenger regional jet with surrogate-based mission analysis
2013 Aviation Technology, Integration, and Operations Conference, 2013
Liem, Rhea Patricia; Mader, Charles A.; Lee, Edmund; Martins, Joaquim R.R.A.


Expand All Collapse All


Conference paper 1

Multi-point, multi-mission, high-fidelity aerostructural optimization of a long-range aircraft configuration
12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference; Indianapolis, IN; United States, 17 September 2012 through 19 September 2012; Code 98165
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A.


Expand All Collapse All


2015 2

Multimission Aircraft Fuel-Burn Minimization via Multipoint Aerostructural Optimization
AIAA Journal, v. 53, (1), January 2015, p. 104-122
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A. Article
Surrogate models and mixtures of experts in aerodynamic performance prediction for aircraft mission analysis
Aerospace Science and Technology, v. 43, June 2015, p. 126-151
Liem, Rhea Patricia; Mader, Charles A.; Martins, Joaquim R.R.A. Article

2014 1

Surrogate Models and Mixtures of Experts in Aerodynamic Performance Prediction for Mission Analysis
AIAA AVIATION 2014 -15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, United States, 16 - 20 June 2014
Liem, Rhea Patricia; Martins, Joaquim R.R.A. Conference paper

2013 1

Aerostructural design optimization of a 100-passenger regional jet with surrogate-based mission analysis
2013 Aviation Technology, Integration, and Operations Conference, 2013
Liem, Rhea Patricia; Mader, Charles A.; Lee, Edmund; Martins, Joaquim R.R.A. Conference paper

2012 1

Multi-point, multi-mission, high-fidelity aerostructural optimization of a long-range aircraft configuration
12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference; Indianapolis, IN; United States, 17 September 2012 through 19 September 2012; Code 98165
Liem, Rhea Patricia; Kenway, Gaetan K.W.; Martins, Joaquim R.R.A. Conference paper






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 3 2020-21 Summer 0 2020-21 Spring 5 2020-21 Winter 0 2020-21 Fall 4

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MECH1907 Introduction to Aerospace Engineering
MECH4900 Final Year Design Project
MECH4980 Final Year Aerospace Design Project


ENGG4930D Design for Global Health
MECH3620 Aircraft Design
MECH4900 Final Year Design Project
MECH4950 Co-op Program
MECH4980 Final Year Aerospace Design Project


MECH1907 Introduction to Aerospace Engineering
MECH4900 Final Year Design Project
MECH4950 Co-op Program
MECH4980 Final Year Aerospace Design Project


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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All Supervisions Current RPGs Graduated RPGs

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Current RPGs

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Doctor of Philosophy NGUYEN, Huu Canh
Mechanical Engineering( 2021 - )

WU, Chunhui (co-supervision)
Intelligent Transportation( 2021 - )

OGEDENGBE, Ikeoluwa Ireoluwa
Intelligent Transportation( 2020 - )

KIM, Dajung
Mechanical Engineering( 2018 - )

LUI, Go Nam
Mechanical Engineering( 2018 - )

OYETUNDE, Kehinde Sikirulai
Mechanical Engineering( 2018 - )

SHIHUA, Mingzhi
Mechanical Engineering( 2018 - )

YANTO, Jefry
Mechanical Engineering( 2018 - )

ZHU, Bei
Mechanical Engineering( 2017 - )

LOUIE, Richard Yan Ho
Mechanical Engineering( 2016 - )

LYU, Yuan
Mechanical Engineering( 2016 - )

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Graduated RPGs

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Master of Philosophy SETH, Arjit
Mechanical Engineering( Completed in 2020 )

MAULYDIANA, Sarah Fauziah
Mechanical Engineering( Completed in 2019 )

PENG, Bo
Mechanical Engineering( Completed in 2019 )









ProjectsFrom January 2020 to December 2022

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All Projects 6 Leading Projects 3 Participating Projects 3

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Data-driven operation-based multipoint aerodynamic shape optimization formulation for aircraft design


基於數據驅動和飛機運行的飛機多點氣動外形優化設計 Leading


RGC - General Research Fund


Project Team (HKUST)
LIEM Rhea Patricia (Lead)


2022 -




From Weather-aware Terminal Air Traffic Modeling to Arrival Delay Mitigation Strategies


從氣象感知航站管制區空中交通模型，到航班到達延誤的緩解策略 Leading


Innovation and Technology Fund


Project Team (HKUST)
LIEM Rhea Patricia (Lead)


2021 -




Development Of Aerodynamic Configurations And Racing Strategies For Performance Enhancement In Windsurfing


提升滑浪風帆性能的氣動構型發展及比賽策略研究 Participating


Innovation and Technology Fund


Project Team (HKUST)
ZHANG Xin (Lead)
LIEM Rhea Patricia
ZHONG Siyang


2021 -




Strategic Planning for Transforming Hong Kong into a Leading Global Aviation and Innovation Hub


香港轉型成為世界航空與創新中心之策略規劃 Participating


Innovation and Technology Fund, Other Income (Non-Profit)


Project Team (HKUST)
ZHU Pengyu (Lead)
LIEM Rhea Patricia
QIU Huihe
QU Huamin
WU Xun


2021 -




A. Kwok Sports Aerodynamics Science Initiative


A. Kwok 運動空氣動力科研計劃 Participating


Private Donor


Project Team (HKUST)
ZHANG Xin (Lead)
GAO Ping
LI Larry
LIEM Rhea Patricia
REDONNET Stephane
YANG Jinglei
YU Hongyu


2019 -




Integrated Eco-Friendly Aircraft Design Framework for a Low-Noise and Low-Emission Aircraft


低噪聲低排放飛機的集成化設計方法研究 Leading


RGC - Early Career Scheme


Project Team (HKUST)
LIEM Rhea Patricia (Lead)


2017 - 2020