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Yu Yang Fredrik Liu
Researcher, DeepVerse
Joined
January 2023
Names
Yu Yang Fredrik Liu
(Preferred)
,
Yu Yang Liu
,
Fredrik Liu
Emails
****@deepverse.tech
(Confirmed)
,
****@a-star.edu.sg
(Confirmed)
Personal Links
Google Scholar
LinkedIn
Career & Education History
Researcher
DeepVerse
(deepverse.tech)
2022
–
Present
Postdoc
Materials Science and Engineering,
Massachusetts Institute of Technology
(mit.edu)
2019
–
2021
PhD student
Physics,
University of Cambridge
(cam.ac.uk)
2016
–
2019
Undergrad student
Physics,
Nanyang Technological University
(ntu.edu.sg)
2010
–
2014
Advisors, Relations & Conflicts
No relations added
Expertise
physics-inspired neural network
2018
–
Present
deep learning
2016
–
Present
materials informatics
2016
–
Present
computational physics
2013
–
2025
equivariant neural network
2019
–
2022
Publications
Bridging the AI4Materials Innovation Gap — A Startup’s Blueprint for Industrial Impact
Yu Yang Fredrik Liu
AI4X 2025 Oral
Readers:
Everyone
Empowering Materials Science with Large Language Models: An Overview of MatCopilot
Yu Yang Liu
,
Chuan-Wei Kuo
AI4X 2025 Poster
Readers:
Everyone
Co-Authors
Chuan-Wei Kuo