Biomolecules · Quantitative Biology
Inferring DNA sequences from mechanical unzipping data: the large-bandwidth case
Valentina Baldazzi, Serena Bradde, Simona Cocco, Enzo Marinari +1
2015-05-13
Soft Condensed Matter · Physics
Probing the mechanical unzipping of DNA
N. K. Voulgarakis, A. Redondo, A. R. Bishop, K. O. Rasmussen
2007-05-23
Biomolecules · Quantitative Biology
Dynamical modelling of molecular constructions and setups for DNA unzipping
Carlo Barbieri, Simona Cocco, Remi Monasson, Francesco Zamponi
2011-09-19
Biological Physics · Physics
DNA Sequencing via Quantum Mechanics and Machine Learning
Henry Yuen, Fuyuki Shimojo, Kevin J. Zhang, Ken-ichi Nomura +3
2010-12-07
Machine Learning · Computer Science
A deep generative model for gene expression profiles from single-cell RNA sequencing
Romain Lopez, Jeffrey Regier, Michael Cole, Michael Jordan +1
2018-01-18
Information Theory · Computer Science
Coding for Optimized Writing Rate in DNA Storage
Siddharth Jain, Farzad Farnoud, Moshe Schwartz, Jehoshua Bruck
2020-05-14
Machine Learning · Computer Science
A deep generative model for single-cell RNA sequencing with application to detecting differentially expressed genes
Romain Lopez, Jeffrey Regier, Michael Cole, Michael Jordan +1
2017-10-18
Genomics · Quantitative Biology
Identifying DNA Sequence Motifs Using Deep Learning
Asmita Poddar, Vladimir Uzun, Elizabeth Tunbridge, Wilfried Haerty +1
2023-11-23
Machine Learning · Statistics
Fast, accurate and lightweight sequential simulation-based inference using Gaussian locally linear mappings
Henrik Häggström, Pedro L. C. Rodrigues, Geoffroy Oudoumanessah, Florence Forbes +1
2024-11-08
Soft Condensed Matter · Physics
Unzipping DNA by a periodic force: Hysteresis loops, Dynamical order parameter, Correlations and Equilibrium curves
M. Suman Kalyan, Rajeev Kapri
2019-06-17
Machine Learning · Computer Science
Bayesian neural network with pretrained protein embedding enhances prediction accuracy of drug-protein interaction
QHwan Kim, Joon-Hyuk Ko, Sunghoon Kim, Nojun Park +1
2020-12-22
Computational Engineering, Finance, and Science · Computer Science
Discovering Patterns in Biological Sequences by Optimal Segmentation
Joseph Bockhorst, Nebojsa Jojic
2012-06-26
Machine Learning · Computer Science
UncertainGen: Uncertainty-Aware Representations of DNA Sequences for Metagenomic Binning
Abdulkadir Celikkanat, Andres R. Masegosa, Mads Albertsen, Thomas D. Nielsen
2025-10-01