👋 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 Technical University of Kaiserslautern.
(since 2021/07/14)
My main academic interests are:
- meta analysis of large biological datasets and development of related methods
- machine learning as one of the tools for above
- 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:
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent