Jonas Köhler

Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning

Frank Noé, Simon Olsson, Jonas Köhler et al. · Science · 2019 · 706 citations

Engineering, Machine Learning, Equilibrium States +16

Boltzmann Generators -- Sampling Equilibrium States of Many-Body Systems with Deep Learning

Frank Noé, Simon Olsson, Jonas Köhler et al. · arXiv (Cornell University) · 2018 · 67 citations · Full text

Using taxonomic consistency with semi‐automated data pre‐processing for high quality <scp>DNA</scp> barcodes

Björn Rulik, Jonas Eberle, Laura von der Mark et al. · Methods in Ecology and Evolution · 2017 · 57 citations · Full text

Animal Taxonomy, Genetics, Taxonomy +21

Escaping Saddles with Stochastic Gradients

Hadi Daneshmand, Jonas Köhler, Aurélien Lucchi et al. · arXiv (Cornell University) · 2018 · 57 citations · Full text

Engineering, Machine Learning, Data Science +12

Convolutional Networks for Spherical Signals

Taco Cohen, Mario Geiger, Jonas Köhler et al. · arXiv (Cornell University) · 2017 · 56 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16