Christian Dallago
Technische Universität München
H-index: 19
Europe-Germany
Top articles of Christian Dallago
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Novel machine learning approaches revolutionize protein knowledge | Nicola Bordin Christian Dallago Michael Heinzinger Stephanie Kim Maria Littmann | 2023/4/1 | |
The Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics | bioRxiv | Hugo Dalla-Torre Liam Gonzalez Javier Mendoza-Revilla Nicolas Lopez Carranza Adam Henryk Grzywaczewski | 2023/1/15 |
Structural Analysis of Genomic and Proteomic Signatures Reveal Dynamic Expression of Intrinsically Disordered Regions in Breast Cancer and Tissue | bioRxiv | Nicole Zatorski Yifei Sun Abdulkadir Elmas Christian Dallago Timothy Karl | 2023/2/24 |
From sequence to function through structure: Deep learning for protein design | Noelia Ferruz Michael Heinzinger Mehmet Akdel Alexander Goncearenco Luca Naef | 2023/1/1 | |
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies | arXiv preprint arXiv:2310.04610 | Shuaiwen Leon Song Bonnie Kruft Minjia Zhang Conglong Li Shiyang Chen | 2023/10/6 |
LambdaPP: Fast and accessible protein‐specific phenotype predictions | Protein Science | Tobias Olenyi Céline Marquet Michael Heinzinger Benjamin Kröger Tiha Nikolova | 2023/1 |
Illuminating enzyme design using deep learning | Nature Chemistry | Christian Dallago Kevin K Yang | 2023/5/29 |
Standards, tooling and benchmarks to probe representation learning on proteins | Joaquin Gomez Sanchez Sebastian Franz Michael Heinzinger Burkhard Rost Christian Dallago | 2022/11/28 | |
TMvisDB: resource for transmembrane protein annotation and 3D visualization | bioRxiv | Céline Marquet Anastasia Grekova Leen Houri Michael Bernhofer Luisa Jimenez-Soto | 2022 |
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics | The International Journal of High Performance Computing Applications | Maxim Zvyagin Alexander Brace Kyle Hippe Yuntian Deng Bin Zhang | 2023/11 |
A roadmap for the functional annotation of protein families: a community perspective | Database | Valérie de Crécy-Lagard Rocio Amorin de Hegedus Cecilia Arighi Jill Babor Alex Bateman | 2022/12/26 |
3d infomax improves gnns for molecular property prediction | Hannes Stärk Dominique Beaini Gabriele Corso Prudencio Tossou Christian Dallago | 2022/6/28 | |
ProteomicsDB: toward a FAIR open-source resource for life-science research | Nucleic Acids Research | Ludwig Lautenbacher Patroklos Samaras Julian Muller Andreas Grafberger Marwin Shraideh | 2022/1/7 |
Embeddings from deep learning transfer GO annotations beyond homology | Scientific reports | Maria Littmann Michael Heinzinger Christian Dallago Tobias Olenyi Burkhard Rost | 2021/1/13 |
Clustering FunFams using sequence embeddings improves EC purity | Bioinformatics | Maria Littmann Nicola Bordin Michael Heinzinger Konstantin Schütze Christian Dallago | 2021/10/15 |
Embeddings from protein language models predict conservation and variant effects | Human Genetics | Céline Marquet Michael Heinzinger Tobias Olenyi Christian Dallago Kyra Erckert | 2021/12/30 |
Light attention predicts protein location from the language of life | Bioinformatics Advances | Hannes Stärk Christian Dallago Michael Heinzinger Burkhard Rost | 2021 |
SARS-CoV-2 structural coverage map reveals viral protein assembly, mimicry, and hijacking mechanisms | Molecular Systems Biology | Seán I O’Donoghue Andrea Schafferhans Neblina Sikta Christian Stolte Sandeep Kaur | 2021/9/1 |
Protein embeddings and deep learning predict binding residues for various ligand classes | Scientific Reports | Maria Littmann Michael Heinzinger Christian Dallago Konstantin Weissenow Burkhard Rost | 2021/12/13 |
FLIP: Benchmark tasks in fitness landscape inference for proteins | Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) | Christian Dallago Jody Mou Kadina E Johnston Bruce J Wittmann Nicholas Bhattacharya | 2021/11/11 |
Co-Authors
