Julian Roth's repositories

Basketball_Shot_Analysis

Plotting the trajectory of a basketball shot with Tensorflow's Object Detection API.

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POD-ROM

Tutorial on proper orthogonal decomposition (POD) based reduced order modeling (ROM) for the heat equation with FEniCS.

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MultigridPython

Multigrid implementation in Python for linear finite elements.

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SpaceTimeFEM_2023-2024

Exercises for the course "Space-time methods" at the Leibniz University Hannover in the winter semester 2023/2024

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MultigridMaxwell

Solving the Eddy Current problem with a multiplicative Schwarz smoothed geometric multigrid preconditioned GMRES solver in deal.II.

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Autoencoder

Neural networks from scratch framework in Python with main focus on autoencoders.

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Temporal_DWR

Dual-weighted residual error estimation for temporal error estimation applied to tensor-product space-time finite elements

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wirvsvirus

Website and code for our project "Movement Arcade" which has been created during the WirvsVirusHackathon 2020

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dealii

The development repository for the deal.II finite element library.

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GaLore

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

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Incremental_POD

A straightforward prototype implementation of the incremental POD to demonstrate its use in reduced order modeling.

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LoRALinear

Trying out low rank linear layers

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meshGraphNets_pytorch

PyTorch implementations of Learning Mesh-based Simulation With Graph Networks

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PhD_SupplementaryMaterial

Supplementary files and codes to my PhD thesis

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publication-list

The list of known publications that use or cite the deal.II library.

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SpaceTimeWave

Space-Time Finite Element Method for wave equation

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TemporalMultirateFEM

monolithic space-time temporal multirate finite element element method for multiphysics problems

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