Yichen Guo

Joined

September 2023

Names

Yichen Guo (Preferred)

Emails

****@lehigh.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Materials Science and Engineering, Lehigh University (lehigh.edu)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2025

Expertise

Physical-Informed ML

2019 – 2025

Thin-film deposition (PLD)

2019 – 2025

Reflection High-Energy Electron Diffraction (RHEED)

2019 – 2025

Publications

Predicting Pulsed-Laser Deposition SrTiO3 Homoepitaxy Growth Dynamics Using High-Speed Reflection High-Energy Electron Diffraction
Yichen Guo, Peter Meisenheimer, Shuyu Qin, Xinqiao Zhang, Julian Goddy, Ramamoorthy Ramesh, Lane W. Martin, Joshua Agar
- ACS Applied Materials & Interfaces
- Readers: Everyone
Understanding Experimental Data by Identifying Symmetries with Deep Learning
Yichen Guo, Shuyu Qin, Joshua Agar
- AI4Mat-2023 Poster
- Readers: Everyone
Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks
Alibek T Kaliyev, Ryan F Forelli, Shuyu Qin, Yichen Guo, Seda Memik, Michael W. Mahoney, Amir Gholami, Nhan Tran, Philip Harris, Martin Takáč, Joshua Agar
- AI4Mat-2023 Poster
- Readers: Everyone
Symmetry-aware recursive image similarity exploration for materials microscopy
Tri N. M. Nguyen, Yichen Guo, Shuyu Qin, Kylie S. Frew, Ruijuan Xu, Joshua C. Agar
- npj Computational Materials
- Readers: Everyone

Co-Authors