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ScSteffen/README.md

Hi there 👋

this github features my work on various projects including

  • 🔭 neuralEntropyClosures, a project to fuse deep neural networks with high performance numerical solvers for particle transport. The work is summarized in the ICML2022 contribution, which can be found on arxiv

  • 🔭 DLRT, and Tucker-DLRT a novel approach for adaptive low-rank neural network training and model compression. The work is summarized in the NeurIPS2022 contribution, which can be found on arxiv.

  • 🔭 KiT-RT, an high performance radiation transport simulator and multi purpose numerical toolkit. You can also read the docs. The preprint can be found on arxiv.

  • 🔭 SU2, a multi-physics optimization and CFD suite. Check out the official website. My contribution is summarized in the AIAA Journal.

  • 🔭 Flowmachine, a deep-learning based prediction of continuum breakdown of rarefied gas flows with a hybrid flow-solver. The preprint can be found on arxiv.

  • 🌱 Householder Fellow @ Oak Ridge National Laboratory.

Pinned Loading

  1. su2code/SU2 su2code/SU2 Public

    SU2: An Open-Source Suite for Multiphysics Simulation and Design

    C++ 1.3k 830

  2. CSMMLab/KiT-RT CSMMLab/KiT-RT Public

    A high performance framework for radiation therapy simulation and numerical solutions for kinetic equations.

    C++ 21 3