Name: Zhe LIU

Professional Title: Professor

Research Interests:Solar Energy Materials and Devices

AI-Assisted Materials Design

Courses: Computational Materials Modelling

Data-Driven Materials Design and Optimization

General Introduction:

Ph.D.degree inE.E. from NUS, Singapore in 2016; Postdoc at MIT, USA during 2017-2020;

Research Scientist at SMART, Singapore in 2020;

Professor inMSE atNPU,China, leading the effort of materials AI with a focus on emerging PVmaterials Published more than 50 papers, and served as an editor for IEEEJ Photovoltaics Selected publications:

Machine-Leaming-Assisted Screening of Interface Passivation Materials for Perovskite Solar Cells, ACS Energy Letters, 2023, Volume:8, P1424-1433.

Machine learning with knowledge constraints for process optimization of open-air perovskite solar cell manufacturing. Joule, 2022, Volume:6, P834-849.

Opportunities for machine learning to accelerate halide-perovskite commercialization and scale- up. Matter, 2022, Volume: 5, P1353-1366.