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Marcin J. Skwark

Google DeepMind (United Kingdom)(GB)Biota Pharmaceuticals (United States)(US)

Publications by Year

Research Areas

Protein Structure and Dynamics, RNA and protein synthesis mechanisms, Tuberculosis Research and Epidemiology, Genomics and Phylogenetic Studies, Machine Learning in Bioinformatics

Most-Cited Works

→ Nucleotide Transformer: building and evaluating robust foundation models for human genomics(2024)297 cited
→ SPOCTOPUS: a combined predictor of signal peptides and membrane protein topology(2008)241 cited
→ The Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics(2023)186 cited
→ Improved Contact Predictions Using the Recognition of Protein Like Contact Patterns(2014)163 cited
→ PconsFold: improved contact predictions improve protein models(2014)110 cited
→ Interacting networks of resistance, virulence and core machinery genes identified by genome-wide epistasis analysis(2017)106 cited

→ Improving Contact Prediction along Three Dimensions(2014)

96 cited

→ PconsC: combination of direct information methods and alignments improves contact prediction(2013)78 cited

→ Assessment of global and local model quality in CASP8 using Pcons and ProQ(2009)66 cited

→ A foundational large language model for edible plant genomes(2024)55 cited