Freyr Sverrisson

PhD student, Swiss Federal Institute of Technology Lausanne

Joined

April 2021

Names

Freyr Sverrisson (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

PhD student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2019 – Present

MS student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2016 – 2018

Advisors, Relations & Conflicts

PhD Advisor

2019 – Present

PhD Advisor

Michael Bronstein

2019 – Present

Expertise

Structural Biology

Present

Proteins

Present

Geometric deep learning

Present

Publications

DiffMaSIF: Score-Based Diffusion Models for Protein Surfaces
Freyr Sverrisson, Mehmet Akdel, Dylan Abramson, Jean Feydy, Alexander Goncearenco, Yusuf Adeshina, Daniel Kovtun, Céline Marquet, Xuejin Zhang, David Baugher, Zachary Carpenter, Luca Naef, Michael M. Bronstein, Bruno Correia
- Submitted to ICLR 2024
- Readers: Everyone
Decoding Surface Fingerprints for Protein-Ligand Interactions
Ilia Igashov, Arian Rokkum Jamasb, Ahmed Sadek, Freyr Sverrisson, Arne Schneuing, Tom Blundell, Pietro Lio, Michael M. Bronstein, Bruno Correia
- Published: 05 Apr 2022, Last Modified: 05 May 2023
- MLDD Poster
- Readers: Everyone
Physics-informed deep neural network for rigid-body protein docking
Freyr Sverrisson, Jean Feydy, Joshua Southern, Michael M. Bronstein, Bruno Correia
- Published: 05 Apr 2022, Last Modified: 05 May 2023
- MLDD Oral
- Readers: Everyone

Co-Authors