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Hakuna Matata
💭
Hakuna Matata

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bischtob/README.md

Hi, I'm Toby 👋

Applied Scientist

LinkedIn Google Scholar

Current interests 🤔

  • Generative emulators for high-dimensional dynamical systems

Contact 📫

  • Reach out of you want to work on a project in the LA area.
  • I mentor early career scientists, especially first-gen college, focusing on the transition from academia to industry. Contact me on Linkedin!

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  1. MSRDL/Deep4Cast MSRDL/Deep4Cast Public

    Probabilistic Multivariate Time Series Forecast using Deep Learning

    Python 95 22

  2. CliMA/OperatorFlux.jl CliMA/OperatorFlux.jl Public

    Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

    Julia 10

  3. CliMA/diffusion-bridge-downscaling CliMA/diffusion-bridge-downscaling Public

    Code to recreate results from "Unpaired Downscaling of Fluid Flows with Diffusion Bridges", Bischoff & Deck (2023). R&D project that shows how diffusion bridges can be applied to fluid simulations.

    Julia 2

  4. Easing-Color-Shifts Easing-Color-Shifts Public

    Repo for "Easing Color Shifts in Score-Based Diffusion Models" project. Trains a score-based diffusion model on FashionMNIST and demonstrates how simple network architectures can perform well on la…

    Julia 2