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maximilian-kruse/README.md

🎓 PhD student in the research group Uncertainty Quantification at KIT.

🤝 Combining mathematical models and data.

📊 Research on Large-Scale Statistical Inverse Problems governed by Partial Differential Equations.

🫀 Application to the Inverse Problem of Cardiac Electrophysiology.

🐍 Python-based, nostalgia for C++, Julia fan, believing in Rust.

🤔 AI is cool, but let's not forget everything we have learned over the last centuries.

🖥️ Software is value, in academia we can do much better!

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  1. UQatKIT/Eikonax UQatKIT/Eikonax Public

    A Fully Differentiable Solver for the Anisotropic Eikonal Equation

    Python 2

  2. UQatKIT/MTMLDA UQatKIT/MTMLDA Public

    Parallelized MLDA Sampler based on Prefetching

    Python 1

  3. UQatKIT/Surrogate UQatKIT/Surrogate Public

    Asynchronous Greedy Surrogate Client

    Python 1

  4. UQatKIT/PySDE UQatKIT/PySDE Public

    A light-weight numerical integrator for stochastic differential equations

    Python 1

  5. UQatKIT/LS-Prior UQatKIT/LS-Prior Public

    Large-scale prior fields based on the SPDE approach to Matérn fields

    Python 2

  6. UQatKIT/SPIN UQatKIT/SPIN Public

    Non-parametric Bayesian Inference for Stochastic Processes

    Python 1