Monte Carlo Design and Optimization of Multicomponent Polymer Nanocomposites (MOE-2019-T2-1-197) - S$660,000

On-the-Fly Reliability and Maintenance Analytics Framework for Multi-State Systems (MOE-2017-T2-1-115) - S$500,000

Brain-Efficient Nanomechanical Artificial Intelligence Computing (BRENAIC) - A18A5b0056 - S$942,000

Explainable Physics-based AI for Engineering Modelling & Design (ePAI) - A20H5b0142 - S$595,000

Industrial Digital Design and Additive Manufacturing Workflows - (IDD-AMW) - A19E1a0097 - S$410,000

Combined Physics-based and Data-driven Modeling Framework for Predictive Maintenance of CFRP for Aircraft Structures (RGANS1904) - S$108,000

Enabling Stretchable Metallic Conductors through Atomic Reconfigurations in FCC/BCC Nanolayers (NRF2018-NRF-ANR042) - S$450,000

Prognosis and Health Management of Network of Networks (NRF2018-SR2001-017) - S$138,000

(GLOBAL FOUNDRIES, SINGAPORE) Reliability Physics Models for Degradation Mechanisms in HEMT Devices (IGIPGF2002) - S$100,000

(AMD, SINGAPORE) Intrinsic warpage control methods for electronic packages – A design for reliability approach (IGIPAMD1801) - S$100,000

(SILICON LABS, SINGAPORE) Big Data and AI Application to Process and Device Yield Optimization in the Semiconductor Industry (IGIPSILICON1901) - S$100,000

(AMD, SINGAPORE) Transistor level thermal characterization and simulation to improve cooling solutions for fault isolation in the sub-10 nm logic technology nodes (IGIPAMD2001) - S$50,000

(AMD, SINGAPORE) Thermal Simulation for Lock-in Thermography (IGIPAMD2002) - (Indirect Funding as Co-PI) - S$50,000

(GLOBAL FOUNDRIES, SINGAPORE) Reliable Neuromorphic Circuit Realization using STT-MRAM (IGIPGF2001) - (Indirect Funding as Co-PI) - S$100,000

(LAM RESEARCH, SINGAPORE) Hierarchical Bayesian Network based Automated Inverse Design Framework for Complex Processes / Instrumentation System - US$50,000 (Research Donation)

Computer-Aided Design for Additive Manufacturing – Simultaneous Product – Material – Process Design (RGDM1710205) - S$450,000

Predictive Modelling and Adaptive Feedback for Improved Quality Control of 3D Printed Products (IDG31500107) - S$120,000

Multimodal Approach to Storage Life Prognosis for Integrated Defence Vehicle Health Management (RTDSS1910011) - S$85,000

Design of Algorithms for Real-Time Health Management and Lifecycle Prediction of Critical Defence Systems (IGDSS1604021) - S$49,000

Enhancing Quality Control for Scale-Up of Self-Assembled Nano-Manufacturing: Statistical - Physical Optimization Approach (ZJURP1500103) - S$393,000

Predictive Percolation Models for Robust Design of Future Polymer Nanocomposites (SUTDT12017005) - S$103,000

Kinetic Monte Carlo Perspective to Understanding the Role of Defects in Unconventional Nanodevices (SRG-EPD-2015-108) - S$100,000