Martin Steinegger

Research topics

• Machine Learning in Bioinformatics · 2 papers
• Protein Structure and Dynamics · 2 papers
• Enzyme Structure and Function · 1 paper
• Genomics and Phylogenetic Studies · 1 paper

Frequent co-authors

• John Jumper · 1 paper
• Alexander Pritzel · 1 paper
• Tim Green · 1 paper
• Michael Figurnov · 1 paper
• Olaf Ronneberger · 1 paper
• Kathryn Tunyasuvunakool · 1 paper
• Russ Bates · 1 paper
• Augustin Žídek · 1 paper

Papers

1. Highly accurate protein structure prediction with AlphaFoldNature · 2021 · 47,923 citations

   Abstract Proteins are essential to life, and understanding their structure can facilitate a mechanistic understanding of their function. Through an enormous experimental effort 1–4 , the structures of around 100,000 unique proteins have been determined 5 , but this represents…

2. ColabFold: making protein folding accessible to allNature Methods · 2022 · 10,204 citations

   ColabFold offers accelerated prediction of protein structures and complexes by combining the fast homology search of MMseqs2 with AlphaFold2 or RoseTTAFold. ColabFold's 40-60-fold faster search and optimized model utilization enables prediction of close to 1,000 structures per day on a…