1. Revelation of Latent Flow Physics from Optical Flow Data Using Model Order Reduction and Physics Informed Machine Learning

01 Dec 2021-30 Nov 2022

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP2201: SGD 60K

Role: Member and jointly with PI: Dr. Alvin Teo Zhen Wei

2. Robust Flight Control of Quadrotors in Non-Uniform Airflows with Physics Informed Artificial Intelligence

01 Dec 2020-30 Nov 2021

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP2101: SGD 60K

Role: Co-PI and Jointly with PI: Dr. Zhao Lin (NUS ECE)

3. Further Investigation of Physics Informed Neural Networks and Variants for Applications in Applied Aerodynamics

01 Jul 2020-31 Jun 2021

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS)TLSP2001: SGD 60K

Role: Co-PI and Jointly with PI: Dr. Tay Wee Beng

4. Physics-based Deep Learning in Hypersonic Flow

07 Jan 2019-31 Dec 2019

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP1908: SGD 30K

Role: Co-PI Jointly with PI: Dr. Tay Wee Beng

5. Physics-Informed Machine Learning (ML) Surrogates for Predictive Modelling in Applied Aerodynamics 01 Jan 2019-31 Dec 2019

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP1903: SGD 60K

Role: PI

6. Computational Modelling of the External Ballistics and Trajectory Control of High Speed Projectiles

01 Jan 2018-31 Dec 2018

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP1801: SGD 60K

Role: PI Jointly with Co-PI: Dr. Cui Yongdong

7. Incorporating a Computational Aerodynamic Model for the Dynamics and Control of Quadrotors in the presence of Gusts and Strong winds

01 Jan 2018-31 Dec 2018

Seed Funded Project Temasek Laboratory at National University of Singapore (TL@NUS) TLSP1804: SGD 60K

Co-PI Jointly with PI: Dr. Keng Pemao