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cubhe/README.md

👋 Hi, I'm Katz

🎓 I'm currently a PhD candidate in Biomedical Engineering at UC Davis.

🤖 I started my journey in robotics, driven by a deep fascination with building things that move and think.
Early on, I built systems like a Rubik’s cube-solving robot 🧩 and a 3D self-balancing cube 🧊 — full-stack designs that combined perception 👁️, control 🎮, and a bit of algorithmic magic ✨.

🔍 Later, I shifted gears into computational imaging, especially for 3D reconstruction 🧱 of natural objects.
I became fascinated with light fields 💡, inverse problems 🔄, and how we can recover shape and texture from limited data.

🔬 Now, my research focuses on computational microscopy 🧠, exploring how we can use physics-informed neural networks 🤯 and optics 🔬 to image neural activity with high speed and resolution.


🚀 Always building — from bots to brains 🧠


🧭 Research Interests

  • 🧠 Computational Imaging & Optics
  • 🧊 Neural Fields & 3D Reconstruction
  • 🔬 Microscopy & Light Field Imaging
  • 🤖 Robotics (always!)

📫 Get in touch

Feel free to reach out via email or check out my pinned projects below ⬇️

Pinned Loading

  1. precise-point-spread-function-estimation precise-point-spread-function-estimation Public

    This repo contains the datasets, code and model for the article “Precise Point Spread Function Estimation”

    Python 6

  2. cubesolver cubesolver Public

    这个项目提供一个魔方从视觉识别到求解过程再到通过串口发送给单片机的方案。

    C++ 10

  3. MDDNet MDDNet Public

    Multi-task learning for Monocular Depth and Defocus Estimations

    1

  4. fdt_code fdt_code Public

    this the code for the paper 'Fluorescence Diffraction Tomography using Explicit Neural Fields'

    2 1

  5. NDLF NDLF Public

    JavaScript