Optics & computational imaging

Zhirong Tao

I work at the intersection of photonics, wave-optics simulation, inverse design, and scientific computing.

Current
M.Sc. Optics & Photonics, KIT
Focus
Computational optics, diffractive networks
Tools
Python, MATLAB, C#, PyTorch, JAX

Focus

Research Direction

01

Computational Optics

Modeling light propagation, structured fields, and optical systems with reproducible numerical workflows.

02

Inverse Design

Optimizing phase plates and diffractive layers under physical constraints and fabrication-aware assumptions.

03

Scientific Software

Building simulation code, visualization tools, and notebooks that make optics concepts easier to inspect and reuse.

Projects

Selected work

Inverse-Designed Phase Plates

PyTorch and JAX framework for 3D-printed phase plates that shape structured light through multicore fibers.

MCF beam shaping

Diffractive Network Design

Multilayer phase-modulated diffractive networks for optical field transformations and diffractive neural network studies.

Optical computing

Hyperspectral Compressive Sensing

Fisher-information-guided simulations comparing measurement and reconstruction schemes for hyperspectral imaging.

TU Wien

Optics Education Notebooks

More than 60 Python notebooks with reproducible simulations and visual explanations for an optics book project.

KIT x Jena

Digital twin

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Hi, I am TaoGPT. Ask me about Zhirong's optics background, diffractive network work, CV, skills, or current projects.

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