Semiconductor AI Innovations Lab:
The team studies AI at the intersection of generative models, online learning, reinforcement learning, optimization, multi-agent systems, materials informatics, semiconductor, and remote sensing. The ultimate goal is to build i) inverse design to accelerate materials development, ii) to understand how online learning can adapt data streaming to acquire knowledge for new distributions in failure analysis technologies, and iii) multi-agent collaborative systems to generalize in real and diverse environments. The group draws inspiration to collaboratively build practical solutions and deploy in real-time.
Aye Phyu Phyu Aung, Scientist, I2R, A*STAR
Lin Zhuoyi, Scientist, I2R, A*STAR
Rajdeep Dutta, Senior Scientist, I2R, A*STAR
Yoon Ji Wei, Senior Scientist, I2R, A*STAR
PhD Students:
Jonathan Adam Rico, (MOE research student scholarship Awardee), A*STAR-SUTD, jointly supervised with Prof Nagarajan Raghavan
Aye Phyu Phyu Aung, (AGS Awardee) A*STAR-NTU, "Solving Large-scale Planning and Deep Learning Problems," 2018-2022. (co-supervisor)
Former Engineers/Scientists/Student Interns:
Jeron Ng, Singapore Institute of Technology (SIT), Singapore (Sep 2024 - Apr 2025), ARIA scholarship, A*STAR
Tan Chee Heng, National University of Singapore (NUS), Singapore (May 2024 - Aug 2024), ARIA scholarship, A*STAR
Chaudhary Jay Ghemarbhai, Indian Institute of Technology Bombay, India (May 2024 - Jul 2024), SIPGA scholarship, A*STAR
Pham Anh Quan, VinUniversity, Vietnam (Mar 2024 - Jul 2024), SIPGA scholarship, A*STAR
Ankur Singh, (Sep 2022 - May 2024) Senior Research Engineer, I2R, A*STAR
Zhou Bangjian (Aug 2021 - Dec 2022), Research Engineer, I2R, A*STAR
Zhen Wei NG (Jan 2021 - Jan 2022), Research Associate, I2R, A*STAR, Singapore
Md Meftahul Ferdaus (Jan 2020 - Jan 2022), Scientist, I2R, A*STAR, Singapore
Adithya Shankar (Jun 2021 - Jul 2022), B.Tech, BITS Pilani, India
Liu Chuanrui (Jan - Jun 2021), Master student, NTU, Singapore
Qincheng Wang (Dec 2020 - Apr 2021), Master student, NTU, Singapore
Jeffery Cao Siming (Jun - Aug 2020), BE, NTU, Singapore
Neelanshi Vaira (Jan 2018- Apr 2019), B.Tech., DA-IICT, India