Dr. Peyman Bagheri

Peyman Bagheri

Ph.D. · Researcher in Differentiable Physics Simulation

Zhejiang University · Hangzhou, China

Abstract

I am a researcher at the intersection of photonics, artificial intelligence, and computational physics. My work focuses on the design, AI-driven optimization, and fabrication of photonic devices, leveraging differentiable physics simulation and mathematical modeling to develop scalable solutions that bridge theoretical frameworks with experimental validation.

1 Education

Ph.D. Candidate in Architecture & Civil Engineering

Zhejiang University, College of Civil Engineering and Architecture, Hangzhou, China

Computational Design, Differentiable Physics Simulation

Doctor of Philosophy (Ph.D.) in Photonics

Tianjin University, Tianjin, China

Photonic Device Design for Imperfect Fabrication Methods

Master of Science in Information & Communication Engineering

Huazhong University of Science and Technology (HUST), Wuhan, China

Quantum Circuits Simulation

Bachelor of Science in Electrical Engineering

Malek-e-Ashtar University of Technology, Isfahan, Iran

Ion Propulsion

2 Research Interests

Photonic Device Design AI-Driven Optimization Differentiable Physics Simulation Computational Photonics Nanofabrication Mathematical Modeling Inverse Design Deep Learning for Photonics

3 Selected Publications

[1] P. Bagheri and M. H. Sani, “High-Q dual topological micro-ring resonator for mid-infrared gas and temperature sensing,” Optical and Quantum Electronics, vol. 58, no. 6, p. 256, Springer, 2026.

[2] P. Bagheri, X. Zhou, and L. Zhang, “Impact of Non-Vertical Sidewalls on Bandgap Properties of Lithium Niobate Photonic Crystals,” Photonics, vol. 12, no. 5, p. 410, MDPI, 2025.

[3] P. Bagheri, X. Zhou, and L. Zhang, “Impact of Non-Vertical Sidewalls on Bandgap Characteristics of LiNbO₃ Photonic Crystals,” in Proc. ACP/POEM 2023, IEEE, 2023, pp. 1–5.

▷ For a complete list of publications, see ResearchGate.

4 Technical Skills

(i)Software: COMSOL Multiphysics, Lumerical, RhinoCeros, Grasshopper
(ii)Programming: Python, R
(iii)Hardware Description Languages: VHDL, Verilog
(iv)Languages: Persian, English, Chinese