Personal information

Websites & social links

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Keywords

Artificial Intelligence, Personalized Medicine

Countries

Switzerland, United States

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Employment (5)

EPFL - École Polytechnique Fédérale de Lausanne: Lausanne, CH

2024 to 2025 (School of Computer and Communication Sciences, Institute of Computer and Communication Sciences, Artificial Intelligence in Molecular Medicine)
Employment
Source: check_circle
ORCID Integration at EPFL

EPFL - École Polytechnique Fédérale de Lausanne: Lausanne, CH

2024 to 2025 (School of Life Sciences, Swiss Institute for Experimental Cancer Research, Prof. Bunne Group)
Employment
Source: check_circle
ORCID Integration at EPFL

Stanford University: Stanford, US

2023 to 2024 | PostDoc (Computer Science)
Employment
Source: Self-asserted source
Charlotte Bunne

Genentech: San Francisco, US

2023 to 2024 | PostDoc
Employment
Source: Self-asserted source
Charlotte Bunne

ETH Zurich: Zurich, CH

2019 to 2023 | PhD Student (Computer Science)
Employment
Source: Self-asserted source
Charlotte Bunne

Works (6)

How to build the virtual cell with artificial intelligence: Priorities and opportunities

Cell
2024-12 | Journal article
DOI: 10.1016/j.cell.2024.11.015
Contributors: Charlotte Bunne; Yusuf Roohani; Yanay Rosen; Ankit Gupta; Xikun Zhang; Marcel Roed; Theo Alexandrov; Mohammed AlQuraishi; Patricia Brennan; Daniel B. Burkhardt et al.
Source: check_circle
Crossref

Optimal transport for single-cell and spatial omics

Nature Reviews Methods Primers
2024-08-14 | Journal article
DOI: 10.1038/s43586-024-00334-2
Contributors: Charlotte Bunne; Geoffrey Schiebinger; Andreas Krause; Aviv Regev; Marco Cuturi
Source: check_circle
Crossref

3DReact: Geometric Deep Learning for Chemical Reactions

Journal of Chemical Information and Modeling
2024-08-12 | Journal article
DOI: 10.1021/acs.jcim.4c00104
Contributors: Puck van Gerwen; Ksenia R. Briling; Charlotte Bunne; Vignesh Ram Somnath; Ruben Laplaza; Andreas Krause; Clemence Corminboeuf
Source: check_circle
Crossref

Learning single-cell perturbation responses using neural optimal transport

Nature Methods
2023-11 | Journal article
DOI: 10.1038/s41592-023-01969-x
Contributors: Charlotte Bunne; Stefan G. Stark; Gabriele Gut; Jacobo Sarabia del Castillo; Mitch Levesque; Kjong-Van Lehmann; Lucas Pelkmans; Andreas Krause; Gunnar Rätsch
Source: check_circle
Crossref

Cover Image, Volume 12, Issue 5

WIREs Computational Molecular Science
2022-09 | Journal article
DOI: 10.1002/wcms.1638
Contributors: Philippe Schwaller; Alain C. Vaucher; Ruben Laplaza; Charlotte Bunne; Andreas Krause; Clemence Corminboeuf; Teodoro Laino
Source: check_circle
Crossref

Machine intelligence for chemical reaction space

WIREs Computational Molecular Science
2022-09 | Journal article
DOI: 10.1002/wcms.1604
Contributors: Philippe Schwaller; Alain C. Vaucher; Ruben Laplaza; Charlotte Bunne; Andreas Krause; Clemence Corminboeuf; Teodoro Laino
Source: check_circle
Crossref

Peer review (4 reviews for 4 publications/grants)

Review activity for Communications biology. (1)
Review activity for Communications chemistry. (1)
Review activity for Nature communications (1)
Review activity for Nature methods. (1)
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