Geert-Jan Huizing

👋 I'm a PhD student at the Institut Pasteur, supervised by Laura Cantini and Gabriel Peyré. My work focuses on the application of optimal transport to single-cell multiomics.

Email Twitter Linkedin Github Scholar My resume


Publications

Paired single-cell multi-omics data integration with Mowgli
Nature Communications, 2023

GJ Huizing, IM Deutschmann, G Peyré, L Cantini

Unsupervised Ground Metric Learning using Wasserstein Singular Vectors
International Conference on Machine Learning (ICML), 2022

GJ Huizing, L Cantini, G Peyré

Optimal transport improves cell-cell similarity inference in single-cell omics data
Bioinformatics, 2022

GJ Huizing, G Peyré, L Cantini

Education

twbs
Ph.D. in computational biology

Institut Pasteur & ENS PSL

2020-2024 (expected)
twbs
M2 Data Science (masters’ degree)

Institut Polytechnique de Paris, Paris

2019-2020
twbs
Diplôme d'ingénieur (masters’ degree)

Télécom Paris, Paris

2017-2020
twbs
MPSI / MP*

Classe préparatoire Masséna, Nice

2015-2017