Scholars@Duke
Christian Dallago

Christian Dallago

Visiting Assistant Professor in the Department of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Biostatistics

Scholarly Works - Journal articles

Machine Learning for Protein Science and Engineering.

Journal article Cold Spring Harb Perspect Biol · January 5, 2026 Recent years have seen significant breakthroughs at the intersection of machine learning and protein science. Tools such as AlphaFold have revolutionized protein structure prediction. They are also enabling variant effect prediction and functional annotati ... Full text Link to item Cite

GPU-accelerated homology search with MMseqs2.

Journal article Nat Methods · October 2025 Rapidly growing protein databases demand faster sensitive search tools. Here the graphics processing unit (GPU)-accelerated MMseqs2 delivers 6× faster single-protein searches than CPU methods on 2 × 64 cores, speeds previously requiring large protein batch ... Full text Link to item Cite