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researcher

Martin Steinegger

Seoul National University, Johns Hopkins University, Max Planck Institute

4 papers hereh-index 4061.4k citations124 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4
affiliations
  • Seoul National University, Johns Hopkins University, Max Planck Institute
HomepageORCID 0000-0001-8781-9753

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing

71 citations · 85 across the 4 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

2 papers · 2 filters

cs.LG2024★ 11 cited

BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery

Peter St. John, Dejun Lin, Polina Binder +89

Artificial Intelligence models encoding biology and chemistry are opening new routes to high-throughput and high-quality in-silico drug development. However, their training increas…

cs.LG2024★ 2 cited

One protein is all you need

Anton Bushuiev, Roman Bushuiev, Olga Pimenova +9

Generalization beyond training data remains a central challenge in machine learning for biology. A common way to enhance generalization is self-supervised pre-training on large dat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.