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Michael Heinzinger

Researcher Next ID · RN-000722

Professor · Computer Science

Helmholtz Munich

Munich, Germany

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Not currently recruitingFunding unknown
Works count
92
Citation count
6,609
H-index
30
i10-index
52

About

92 publications and 6,602 citations recorded on OpenAlex.

Research interests

Computer Science
Machine Learning in Bioinformatics
Genomics and Phylogenetic Studies
Protein Structure and Dynamics
RNA and protein synthesis mechanisms
Bioinformatics and Genomic Networks

Publications

  • Bilingual language model for protein sequence and structure

    NAR Genomics and Bioinformatics · 2024 · 10.1093/nargab/lqae150

  • Fine-tuning protein language models boosts predictions across diverse tasks

    Nature Communications · 2024 · 10.1038/s41467-024-51844-2

  • ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning

    IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 10.1109/tpami.2021.3095381

  • PredictProtein - Predicting Protein Structure and Function for 29 Years

    Nucleic Acids Research · 2021 · 10.1093/nar/gkab354

  • Modeling aspects of the language of life through transfer-learning protein sequences

    BMC Bioinformatics · 2019 · 10.1186/s12859-019-3220-8

Current projects

    No projects listed.