Konstantin Berlin

Canu: scalable and accurate long-read assembly via adaptive <i>k</i> -mer weighting and repeat separation

Sergey Koren, Brian P. Walenz, Konstantin Berlin et al. · Genome Research · 2017 · 7.8K citations · Full text

Assembling large genomes with single-molecule sequencing and locality-sensitive hashing

Konstantin Berlin, Sergey Koren, Chen-Shan Chin et al. · Nature Biotechnology · 2015 · 989 citations

Large Genomes, Long-read Sequencing, Functional Genomics +8

Deep neural network based malware detection using two dimensional binary program features

Joshua Saxe, Konstantin Berlin · 2015 · 658 citations

Engineering, Machine Learning, Evasion Technique +16

Canu: scalable and accurate long-read assembly via adaptive <i>k</i> -mer weighting and repeat separation

Sergey Koren, Brian P. Walenz, Konstantin Berlin et al. · 2016 · 151 citations · Full text

Recovering a Representative Conformational Ensemble from Underdetermined Macromolecular Structural Data

Konstantin Berlin, Carlos A. Castañeda, Dina Schneidman‐Duhovny et al. · Journal of the American Chemical Society · 2013 · 114 citations · Full text

Engineering, Structural Bioinformatics, Biomolecular Structure Prediction +16