Search Results for author: Simon Mathis

Found 3 papers, 2 papers with code

Predicting protein variants with equivariant graph neural networks

1 code implementation21 Jun 2023 Antonia Boca, Simon Mathis

Most notably, sequence-based models have achieved state-of-the-art performance on protein fitness prediction while structure-based models have been used experimentally to develop proteins with enhanced functions.

gRNAde: Geometric Deep Learning for 3D RNA inverse design

1 code implementation24 May 2023 Chaitanya K. Joshi, Arian R. Jamasb, Ramon Viñas, Charles Harris, Simon Mathis, Alex Morehead, Pietro Liò

Computational RNA design tasks are often posed as inverse problems, where sequences are designed based on adopting a single desired secondary structure without considering 3D geometry and conformational diversity.

Energy self-sufficient systems for monitoring sewer networks

no code implementations7 Apr 2022 Simon Mathis, Juan-Mario Gruber, Christian Ebi, Simon Bloem, Jörg Rieckermann, Frank Blumensaat

In this paper, we investigate a novel, energy harvesting system used to power underground sewer infrastructure monitoring networks.

Cannot find the paper you are looking for? You can Submit a new open access paper.