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Peter Mørch Groth

2 accepted papers

2025

Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction

ICML 2025poster

Retrieving homologous protein sequences is essential for a broad range of protein modeling tasks such as fitness prediction, protein design, structure modeling, and protein-protein interactions. Traditional workflows have relied on a two-step process: first retrieving homologs via Multiple Sequence…

Cited by 0SourcePDFScholar
2024

Kermut: Composite kernel regression for protein variant effects

NeurIPS 2024spotlight

Reliable prediction of protein variant effects is crucial for both protein optimization and for advancing biological understanding. For practical use in protein engineering, it is important that we can also provide reliable uncertainty estimates for our predictions, and while prediction accuracy has…