Sebastien Boyer

Researcher, InstaDeep

Joined

February 2023

Names

Sebastien Boyer (Preferred)

Emails

****@instadeep.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

ORCID

Career & Education History

Researcher

InstaDeep (instadeep.com)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

PRIMA: a bidirectional state-space architecture and training approach for sequence modelling of protein-protein interactions
Arturo Fiorellini-Bernardis, Sebastien Boyer, Jean QUENTIN, Ghassene Jebali, Oliver Bent
- ICML 2026 FM4LS Workshop Poster
- Readers: Everyone
Bayes-PD: Exploring a Sequence to Binding Bayesian Neural Network model trained on Phage Display data
Ilann AMIAUD--PLACHY, Oliver Bent, Sebastien Boyer
- SPIGM @ NeurIPS
- Readers: Everyone
GeoGraph: Geometric and Graph-based Ensemble Descriptors for Intrinsically Disordered Proteins
Eoin Quinn, Marco Carobene, Jean Quentin, Sebastien Boyer, Miguel Arbesú, Oliver Bent
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Universally Applicable And Tunable Graph-Based Coarse-Graining For Machine Learning Force Fields
Christoph Brunken, Sebastien Boyer, Mustafa Omar, Martin Maarand, Olivier Peltre, Solal Attias, Bakary N'tji Diallo, Anastasia Markina, Olaf Othersen, Oliver Bent
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Universally Applicable And Tunable Graph-Based Coarse-Graining For Machine Learning Force Fields
Christoph Brunken, Sebastien Boyer, Mustafa Omar, Martin Maarand, Olivier Peltre, Solal Attias, Bakary N'tji Diallo, Anastasia Markina, Oliver Bent
- Submitted to ICLR 2025
- Readers: Everyone
Machine learning of force fields towards molecular dynamics simulations of proteins at DFT accuracy
Christoph Brunken, Sebastien Boyer, Mustafa Omar, Bakary N'tji Diallo, Karim Beguir, Nicolas Lopez Carranza, Oliver Bent
- GEM Poster
- Readers: Everyone
Protein binding affinity prediction under multiple substitutions applying eGNNs on residue and atomic graphs combined with language model information: eGRAL
Arturo Fiorellini-Bernardis, Sebastien Boyer, Christoph Brunken, Bakary N'tji Diallo, Karim Beguir, Nicolas Lopez Carranza, Oliver Bent
- GEM Poster
- Readers: Everyone
Offline RL for generative design of protein binders
Denis Tarasov, Ulrich Armel Mbou Sob, Miguel Arbesú, Nima H. Siboni, Sebastien Boyer, Andries Petrus Smit, Oliver Bent, Arnu Pretorius, Marcin J. Skwark
- AI4D3 2023 Oral
- Readers: Everyone
Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks
Sebastien Boyer, Sam Money-Kyrle, Oliver Bent
- Published: 06 Mar 2023, Last Modified: 05 May 2023
- ICLR 2023 - MLDD Poster
- Readers: Everyone

Co-Authors

View all 26 co-authors