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@fslaborg @CSBiology @nfdi4plants @BioFSharp

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kMutagene/README.md

👋 Hi there! My name is Kevin, and i am a data scientist / bioinformatician / .NET/F# developer.

I am a PhD student in the lab of @muehlhaus in the department of @CSBiology at the RPTU Kaiserslautern.

(since 2021/07/14)

🔎 Academic interests

My main academic interests are:

  • meta analysis of large biological datasets and development of related methods
  • Research Data management, especially in the age of AI
  • metadata as an interface between wet and dry labs
  • open science

This is my ORCID record. You can also find me on researchgate

My Publication History (click to expand)
Title Journal Authors Year Repository(if applicable)
PLANTdataHUB: a collaborative platform for continuous FAIRdata sharing in plant research The Plant Journal H L Weil, K Schneider, et al (shared first-authorship) 2023 nfdi4plants/DataHUB
nfdi4plants/ARCtrl
nfdi4plants/arc-validate
and many more @nfdi4plants
Plotly.NET: A fully featured charting library for .NET programming languages F1000Research K Schneider, B Venn, T Mühlhaus 2022 plotly/Plotly.NET
iMLP, a predictor for internal matrix targeting-like sequences in mitochondrial proteins Biological Chemistry K Schneider, D Zimmer, H Nielsen, J M Herrmann, T Mühlhaus 2021 CSBiology/iMLP
TMEA: A Thermodynamically Motivated Framework for Functional Characterization of Biological Responses to System Acclimation Entropy K Schneider, B Venn, T Mühlhaus 2020 CSBiology/TMEA
Translational Components Contribute to Acclimation Responses to High Light, Heat, and Cold in Arabidopsis iScience A Garcia-Molina, T Kleine, K Schneider, T Mühlhaus, M Lehmann, D Leister 2020
FSharpGephiStreamer: An idiomatic bridge between F# and network visualization Journal of Open Source Software K Schneider, T Mühlhaus 2019 CSBiology/FSharpGephiStreamer
Artificial intelligence understands peptide observability and assists with absolute protein quantification Frontiers in Plant Science D Zimmer, K Schneider, F Sommer, M Schroda, T Mühlhaus 2018 Source code in BioFSharp

General Programming interests

My general programming interests include:

  • data visualization 📈
  • functional programming
  • metaprogramming, project templating and scaffolding.
  • devops

I maintain several OSS repositories. Some examples:

Pinned Loading

  1. plotly/Plotly.NET plotly/Plotly.NET Public

    Interactive graphing library for .NET programming languages 📈

    F# 861 99

  2. BioFSharp/BioFSharp BioFSharp/BioFSharp Public

    Open source bioinformatics and computational biology toolbox written in F#. This is the core package containing type models and parsers/writers.

    F# 109 35

  3. nfdi4plants/arc-validation-package-registry nfdi4plants/arc-validation-package-registry Public

    A repository of validation packages for ARCs

    F# 4 8

  4. nfdi4plants/arc-validate nfdi4plants/arc-validate Public

    Libraries and CLI tools for creation, consumption, and execution of ARC validation packages

    F# 4 3

  5. nfdi4plants/Swate nfdi4plants/Swate Public

    Tool for creating and editing annotation tables in ARCs.

    F# 46 12

  6. fslaborg/FSharp.Stats fslaborg/FSharp.Stats Public

    statistical testing, linear algebra, machine learning, fitting and signal processing in F#

    F# 227 58