:: Library Catalog

Íomhá chlúdaigh

Sábháilte in:

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Zhang, Stephen, Maddu, Suryanarayana, Qiu, Xiaojie, Chardès, Victor
Formáid:	Preprint
Foilsithe / Cruthaithe:	2025
Ábhair:	Machine Learning Biological Physics Quantitative Methods
Rochtain ar líne:	https://arxiv.org/abs/2505.13197
Clibeanna:	Cuir clib leis Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!

Míreanna comhchosúla

Inferring biological processes with intrinsic noise from cross-sectional data
de réir: Maddu, Suryanarayana, et al.
Foilsithe / Cruthaithe: (2024)

Random Matrix Theory-guided sparse PCA for single-cell RNA-seq data
de réir: Chardès, Victor
Foilsithe / Cruthaithe: (2025)

Learning biophysical models of gene regulation with probability flow matching
de réir: Maddu, Suryanarayana, et al.
Foilsithe / Cruthaithe: (2026)

Integrating Dynamical Systems Modeling with Spatiotemporal scRNA-seq Data Analysis
de réir: Zhang, Zhenyi, et al.
Foilsithe / Cruthaithe: (2025)

Machine learning approaches for interpretable antibody property prediction using structural data
de réir: Michalewicz, Kevin, et al.
Foilsithe / Cruthaithe: (2025)

adabmDCA 2.0 -- a flexible but easy-to-use package for Direct Coupling Analysis
de réir: Rosset, Lorenzo, et al.
Foilsithe / Cruthaithe: (2025)

Protein generation with embedding learning for motif diversification
de réir: Michalewicz, Kevin, et al.
Foilsithe / Cruthaithe: (2025)

The Dissipation Theory of Aging: A Quantitative Analysis Using a Cellular Aging Map
de réir: Khodaee, Farhan, et al.
Foilsithe / Cruthaithe: (2025)

Enhancing Swarms Durability to Threats via Graph Signal Processing and GNN-based Generative Modeling
de réir: Karin, Jonathan, et al.
Foilsithe / Cruthaithe: (2025)

Mass Balance Approximation of Unfolding Improves Potential-Like Methods for Protein Stability Predictions
de réir: Rossi, Ivan, et al.
Foilsithe / Cruthaithe: (2025)

Loop-Diffusion: an equivariant diffusion model for designing and scoring protein loops
de réir: Borisiak, Kevin, et al.
Foilsithe / Cruthaithe: (2024)

Inferring the dynamics of underdamped stochastic systems
de réir: Brückner, David B., et al.
Foilsithe / Cruthaithe: (2020)

Inference of dynamical gene regulatory networks from single-cell data with physics informed neural networks
de réir: Mircea, Maria, et al.
Foilsithe / Cruthaithe: (2024)

Learning noisy tissue dynamics across time scales
de réir: Han, Ming, et al.
Foilsithe / Cruthaithe: (2025)

Explainable Deep Learning Framework for SERS Bio-quantification
de réir: Zaki, Jihan K., et al.
Foilsithe / Cruthaithe: (2024)

Predicting Soil Macronutrient Levels: A Machine Learning Approach Models Trained on pH, Conductivity, and Average Power of Acid-Base Solutions
de réir: Kumar, Mridul, et al.
Foilsithe / Cruthaithe: (2025)

Adaptive cross-country optimisation strategies in thermal soaring birds
de réir: Keskin, Göksel, et al.
Foilsithe / Cruthaithe: (2024)

Nonlinear memory in cell division dynamics across species
de réir: Zhang, Shijie, et al.
Foilsithe / Cruthaithe: (2024)

ConfRover: Simultaneous Modeling of Protein Conformation and Dynamics via Autoregression
de réir: Shen, Yuning, et al.
Foilsithe / Cruthaithe: (2025)

Global graph features unveiled by unsupervised geometric deep learning
de réir: Granfors, Mirja, et al.
Foilsithe / Cruthaithe: (2025)

Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
de réir: Shoghi, Nima, et al.
Foilsithe / Cruthaithe: (2026)

Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation
de réir: Zhan, Xianghao, et al.
Foilsithe / Cruthaithe: (2023)

Learning minimal representations of stochastic processes with variational autoencoders
de réir: Fernández-Fernández, Gabriel, et al.
Foilsithe / Cruthaithe: (2023)

AI-powered simulation-based inference of a genuinely spatial-stochastic model of early mouse embryogenesis
de réir: Ramirez-Sierra, Michael A., et al.
Foilsithe / Cruthaithe: (2024)

Decoding Neuronal Networks: A Reservoir Computing Approach for Predicting Connectivity and Functionality
de réir: Auslender, Ilya, et al.
Foilsithe / Cruthaithe: (2023)

A control theoretical approach to gene regulation raises quantitative constraints for dynamic homeostasis in stochastic gene expression
de réir: Giovanini, Guilherme, et al.
Foilsithe / Cruthaithe: (2025)

Extreme Learning Machine for the Characterization of Anomalous Diffusion from Single Trajectories (AnDi-ELM)
de réir: Manzo, Carlo
Foilsithe / Cruthaithe: (2021)

Reconstruction of three-dimensional shapes of normal and disease-related erythrocytes from partial observations using multi-fidelity neural networks
de réir: Wen, Haizhou, et al.
Foilsithe / Cruthaithe: (2025)

Mapping gene expression dynamics to developmental phenotypes with information entropy analysis
de réir: Ansbacher, Ben, et al.
Foilsithe / Cruthaithe: (2025)

Inferring processes within dynamic forest models using hybrid modeling
de réir: Pichler, Maximilian, et al.
Foilsithe / Cruthaithe: (2025)

Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders
de réir: Calderon, Josuan, et al.
Foilsithe / Cruthaithe: (2024)

Enhanced Spatial Clustering of Single-Molecule Localizations with Graph Neural Networks
de réir: Pineda, Jesús, et al.
Foilsithe / Cruthaithe: (2024)

bioSBM: a random graph model to integrate epigenomic data in chromatin structure prediction
de réir: Zhang, Alex Chen Yi, et al.
Foilsithe / Cruthaithe: (2024)

Thermal Stress Disrupts Symbiotic Fluid Dynamics in Bobtail Squid
de réir: Williams, Stephen, et al.
Foilsithe / Cruthaithe: (2025)

Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
de réir: Zhang, Zhenyi, et al.
Foilsithe / Cruthaithe: (2024)

Correlation between Gyral Size, Brain Size, and Head Impact Risk across Mammalian Species
de réir: Zhang, Nianqin, et al.
Foilsithe / Cruthaithe: (2022)

Fourier-Based 3D Multistage Transformer for Aberration Correction in Multicellular Specimens
de réir: Alshaabi, Thayer, et al.
Foilsithe / Cruthaithe: (2025)

Impact of phylogeny on structural contact inference from protein sequence data
de réir: Dietler, Nicola, et al.
Foilsithe / Cruthaithe: (2022)

Simulation of snakes using vertical body bending to traverse terrain with large height variation
de réir: Zhang, Yifeng, et al.
Foilsithe / Cruthaithe: (2022)

Insights into the role of dynamical features in protein complex formation: the case of SARS-CoV-2 spike binding with ACE2
de réir: Grassmann, Greta, et al.
Foilsithe / Cruthaithe: (2025)