Johannes Nauta
Postdoctoral Researcher at Università degli Studi di Padova
Padua, Veneto, Belgium
Summary
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Senior🎓
Top SchoolJohannes Nauta is a postdoctoral researcher and computational scientist with 9 years of interdisciplinary experience bridging theoretical ecology, statistical physics, and data stewardship. Based in Padua and trained in physics, machine learning and computer science (PhD Ghent), he studies collective adaptability in microbial and foraging systems using stochastic eco-evolutionary models and network theory. He has practical experience operationalizing Open Science—designing interoperable data formats and pipelines to preserve provenance and reproducibility across teams. Johannes combines rigorous quantitative modelling with hands-on tooling for data curation, making his work both theoretically insightful and practically reusable for meta-analysis and verification.
9 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Machine Learning, Bachelor's degree, Machine Learning at Radboud UniversityDoctor of Philosophy - PhD, Computer and Information Sciences, General, Doctor of Philosophy - PhD, Computer and Information Sciences, General at Ghent UniversityMaster's degree, Physics, Master's degree, Physics at Radboud University Nijmegen
English, German, Dutch, Italian
Github Skills (111)
multi-monitor10
systems-biology9
ode9
vala9
simulation9
symbolic-math9
reaction9
differential-equations9
dsl9
biology9
cas9
mathematics9
julia8
high-performance8
pdf-viewer8
Programming languages (6)
Github contributions (5)
johannesnauta/emacs-config
Oct 2022 - Mar 2025
Contributions:1 release, 58 pushes, 6 branches in 2 years 5 months
johannesnauta/pytorch-pne
Apr 2019 - Feb 2023
PyTorch implementation of Probabilistic Network Ensembles on toy problems
Contributions:1 PR, 5 pushes, 1 branch in 3 years 10 months
pytorchtoyproblemsmachine-learningpytorch-implementation
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