arXiv Quantitative Biology @arxiv_bio@qoto.org

Interpretable machine learning for high-dimensional trajectories of aging health. (arXiv:2105.03410v1 [q-bio.QM]) http://arxiv.org/abs/2105.03410

SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization. (arXiv:2010.01450v2 [cs.LG] UPDATED) http://arxiv.org/abs/2010.01450

A Keller-Segel model for C elegans L1 aggregation. (arXiv:2012.03720v2 [q-bio.MN] UPDATED) http://arxiv.org/abs/2012.03720

Model reduction in acoustic inversion by artificial neural network. (arXiv:2105.02225v1 [eess.IV]) http://arxiv.org/abs/2105.02225

Active gels, heavy tails, and the cytoskeleton. (arXiv:2105.02348v1 [cond-mat.soft]) http://arxiv.org/abs/2105.02348

Automated Primary Hyperparathyroidism Screening with Neural Networks. (arXiv:2105.02386v1 [q-bio.QM]) http://arxiv.org/abs/2105.02386

Real-Time Interactive Modeling and Simulation in Biological Physics and Active Matter with Mechanica. (arXiv:2105.02476v1 [q-bio.SC]) http://arxiv.org/abs/2105.02476

Front propagation of a sexual population with evolution of dispersion: a formal analysis. (arXiv:2105.02523v1 [math.AP]) http://arxiv.org/abs/2105.02523

Extreme Learning Machine for the Characterization of Anomalous Diffusion from Single Trajectories. (arXiv:2105.02597v1 [physics.data-an]) http://arxiv.org/abs/2105.02597

Noether's Learning Dynamics: The Role of Kinetic Symmetry Breaking in Deep Learning. (arXiv:2105.02716v1 [cs.LG]) http://arxiv.org/abs/2105.02716

Quantitative Paleogenetics: what can ancient DNA tell us about complex trait evolution?. (arXiv:2105.02754v1 [q-bio.PE]) http://arxiv.org/abs/2105.02754

Markov State Models of protein-protein encounters. (arXiv:2105.02767v1 [physics.bio-ph]) http://arxiv.org/abs/2105.02767

LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface. (arXiv:2105.02786v1 [cs.NE]) http://arxiv.org/abs/2105.02786

Convergence of maximum likelihood supertree reconstruction. (arXiv:2105.01723v1 [q-bio.PE]) http://arxiv.org/abs/2105.01723

Herd immunity for Covid-19 in homogeneous populations. (arXiv:2105.01808v1 [q-bio.PE]) http://arxiv.org/abs/2105.01808

snpQT: flexible, reproducible, and comprehensive quality control and imputation of genomic data. (arXiv:2105.01923v1 [q-bio.GN]) http://arxiv.org/abs/2105.01923

Automated scoring of pre-REM sleep in mice with deep learning. (arXiv:2105.01933v1 [q-bio.QM]) http://arxiv.org/abs/2105.01933

Predictive landscapes for biological cellular automata. (arXiv:2105.01999v1 [q-bio.QM]) http://arxiv.org/abs/2105.01999

Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions. (arXiv:2105.02048v1 [physics.chem-ph]) http://arxiv.org/abs/2105.02048

Non-equilibrium phase separation in mixtures of catalytically-active particles: size dispersity and screening effects. (arXiv:2105.02069v1 [q-bio.SC]) http://arxiv.org/abs/2105.02069