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twhughes/README.md

Hi, I'm Tyler 👋

I'm a research scientist at Flexcompute, working on physics modeling using simulation.

Before that I did my PhD in applied physics at Stanford (Shanhui Fan's group, 2019), working on computational techniques for gradient-based design and optimization, optical analog machine learning hardware, and laser-driven particle accelerators on a chip. Some of that work lives on in ceviche, an open-source differentiable electromagnetic simulator.

More: tylerwhughes.com · Google Scholar · work GitHub: @tylerflex

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  1. fancompute/ceviche fancompute/ceviche Public

    🦐 Electromagnetic Simulation + Automatic Differentiation

    Python 419 88

  2. flexcompute/tidy3d flexcompute/tidy3d Public

    fast, large scale photonic simulation platform

    Python 352 78

  3. fancompute/wavetorch fancompute/wavetorch Public

    🌊 Numerically solving and backpropagating through the wave equation

    Python 542 87

  4. RasaHQ/rasa_lookup_demo RasaHQ/rasa_lookup_demo Public

    Improving entity extraction from text using the lookup table feature in rasa_nlu

    Python 52 67

  5. fancompute/angler fancompute/angler Public

    Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

    Python 192 53

  6. Symbolic-Regression Symbolic-Regression Public

    predicting equations from raw data with deep learning

    Python 57 10