Copertina

How Easy Is It to Learn Motion Models from Widefield Fluorescence Single Particle Tracks?

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Hendrix, Zachary H., Xu, Lance W. Q., Pressé, Steve
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Biological Physics Data Analysis, Statistics and Probability
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Re-thinking Richardson-Lucy without Iteration Cutoffs: Physically Motivated Bayesian Deconvolution
di: Hendrix, Zachary H., et al.
Pubblicazione: (2024)

Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve
di: Pessoa, Pedro, et al.
Pubblicazione: (2025)

Super-resolved anomalous diffusion: deciphering the joint distribution of anomalous exponent and diffusion coefficient
di: Lanoiselée, Yann, et al.
Pubblicazione: (2024)

Seabird trajectories map onto a reduced optimal-control bound for dynamic soaring
di: González, Louis, et al.
Pubblicazione: (2026)

Geometric phase predicts locomotion performance in undulating living systems across scales
di: Rieser, Jennifer M, et al.
Pubblicazione: (2019)

A unifying approach to diffusive transport in heterogeneous media
di: Lanoiselée, Yann, et al.
Pubblicazione: (2026)

Manifold-based transformation of probability distributions: application to the inverse problem of reconstructing distributions from experimental data
di: Oroguchi, Tomotaka, et al.
Pubblicazione: (2024)

Exact Identity Linking Entropy Production and Mutual Information
di: Cho, Doohyeong, et al.
Pubblicazione: (2025)

Automatic Forward Model Parameterization with Bayesian Inference of Conformational Populations
di: Raddi, Robert M., et al.
Pubblicazione: (2024)

Towards Ultimate NMR Resolution with Deep Learning
di: Jahangiri, Amir, et al.
Pubblicazione: (2025)

Physics-based signal analysis of genome sequences: GenomeBits overview
di: Canessa, E.
Pubblicazione: (2023)

Automated Preparation of Nanoscopic Structures: Graph-Based Sequence Analysis, Mismatch Detection, and pH-Consistent Protonation with Uncertainty Estimates
di: Csizi, Katja-Sophia, et al.
Pubblicazione: (2023)

Machine learning from limited data: Predicting biological dynamics under a time-varying external input
di: Kang, Hoony, et al.
Pubblicazione: (2024)

Network analysis with quantum dynamics clarifies why photosystem II exploits both chlorophyll a and b
di: Kim, Eunchul, et al.
Pubblicazione: (2021)

Extreme Learning Machine for the Characterization of Anomalous Diffusion from Single Trajectories (AnDi-ELM)
di: Manzo, Carlo
Pubblicazione: (2021)

Hamiltonian replica exchange augmented with diffusion-based generative models and importance sampling to assess biomolecular conformational basins and barriers
di: Benayad, Zakarya, et al.
Pubblicazione: (2025)

Deep brain microelectrode signal: $q$-statistical approach
di: Tavares, Ana Luiza Souza, et al.
Pubblicazione: (2026)

Exact calculation of the probabilities of rare events in cluster-cluster aggregation
di: Rajesh, R., et al.
Pubblicazione: (2024)

QuantumXCT: Learning Interaction-Induced State Transformation in Cell-Cell Communication via Quantum Entanglement and Generative Modeling
di: Romero, Selim, et al.
Pubblicazione: (2026)

Simultaneous Dimensionality Reduction for Extracting Useful Representations of Large Empirical Multimodal Datasets
di: Abdelaleem, Eslam
Pubblicazione: (2024)

Synergy as the failure of distributivity
di: Sevostianov, Ivan A., et al.
Pubblicazione: (2024)

Simple measures to capture the robustness and the plasticity of soil microbial communities
di: Shimada, Takashi, et al.
Pubblicazione: (2024)

Tipping points in fitness landscape of heterogeneous populations
di: Bhattacharyya, Sumana, et al.
Pubblicazione: (2024)

Learning dynamical models from stochastic trajectories
di: Ronceray, Pierre
Pubblicazione: (2024)

Time-Heterogeneity of the Förster Radius from Dipole Orientational Dynamics Impacts Single-Molecule FRET Experiments
di: Frost, David, et al.
Pubblicazione: (2024)

Enhanced Spatial Clustering of Single-Molecule Localizations with Graph Neural Networks
di: Pineda, Jesús, et al.
Pubblicazione: (2024)

Unsupervised learning of anomalous diffusion data
di: Muñoz-Gil, Gorka, et al.
Pubblicazione: (2021)

Stochastic synchronization induced by noise
di: Song, Yunxiang, et al.
Pubblicazione: (2021)

Mining for Potent Inhibitors through Artificial Intelligence and Physics: A Unified Methodology for Ligand Based and Structure Based Drug Design
di: Li, Jie, et al.
Pubblicazione: (2021)

Advanced analysis of single-molecule spectroscopic data
di: Botha, Joshua L., et al.
Pubblicazione: (2024)

Easy JavaScript Simulation (EJSS) Data Analytics for Singapore
di: Wee, Loo Kang, et al.
Pubblicazione: (2024)

A symbolic information approach applied to human intracranial data to characterize and distinguish different congnitive processes
di: Da Paz, Ícaro Rodolfo Soares Coelho, et al.
Pubblicazione: (2024)

Fluctuations of water quality time series in rivers follow superstatistics
di: Schäfer, Benjamin, et al.
Pubblicazione: (2021)

Gauge-Mediated Contagion: A Quantum Electrodynamics-Inspired Framework for Non-Local Epidemic Dynamics and Superdiffusion
di: Bernal-Alvarado, Jose de Jesus, et al.
Pubblicazione: (2026)

Coarse-graining conformational dynamics with multi-dimensional generalized Langevin equation: how, when, and why
di: Xie, Pinchen, et al.
Pubblicazione: (2024)

Fermi statistics method applied to model macroscopic demographic data
di: Alberti, Giuseppe
Pubblicazione: (2022)

Data-Efficient Learning of Anomalous Diffusion with Wavelet Representations: Enabling Direct Learning from Experimental Trajectories
di: Wang, Gongyi, et al.
Pubblicazione: (2025)

Machine Learning Analysis of Anomalous Diffusion
di: Cai, Wenjie, et al.
Pubblicazione: (2024)

Strong anomalous diffusion for free-ranging birds
di: Vilk, Ohad, et al.
Pubblicazione: (2024)

Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era
di: Dehghani, Nima
Pubblicazione: (2025)