Cover Image

Markov-type state models to describe non-Markovian dynamics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sartore, Sofia, Teichmann, Franziska, Stock, Gerhard
Format:	Preprint
Published:	2024
Subjects:	Soft Condensed Matter Biological Physics Computational Physics Data Analysis, Statistics and Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lost in Projection? Gaussian Filtering Recovers Hidden Conformational States
by: Sartore, Sofia, et al.
Published: (2026)

Accurate estimation of the normalized mutual information of multidimensional data
by: Nagel, Daniel, et al.
Published: (2024)

Recovering Hidden Degrees of Freedom Using Gaussian Processes
by: Diez, Georg, et al.
Published: (2025)

Learning dynamical models from stochastic trajectories
by: Ronceray, Pierre
Published: (2024)

Towards a Benchmark for Markov State Models: The Folding of HP35
by: Nagel, Daniel, et al.
Published: (2023)

The Hitchhiker's Guide to Differential Dynamic Microscopy
by: Lattuada, Enrico, et al.
Published: (2025)

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

Quantitative evaluation of methods to analyze motion changes in single-particle experiments
by: Muñoz-Gil, Gorka, et al.
Published: (2023)

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

Objective comparison of methods to decode anomalous diffusion
by: Muñoz-Gil, Gorka, et al.
Published: (2021)

Machine learning based prediction of dynamical clustering in granular gases
by: Sata, Sai Preetham, et al.
Published: (2025)

Criticality in an imidazolium ionic liquid fully wetting a sapphire support
by: Höllring, Kevin, et al.
Published: (2024)

Brownian friction dynamics: fluctuations in sliding distance
by: Xu, Ruibin, et al.
Published: (2024)

Allosteric communication mediated by protein contact clusters: A dynamical model
by: Ali, Ahmed A. A. I., et al.
Published: (2024)

Learning minimal representations of stochastic processes with variational autoencoders
by: Fernández-Fernández, Gabriel, et al.
Published: (2023)

Semantic Segmentation of Anomalous Diffusion Using Deep Convolutional Networks
by: Qu, Xiang, et al.
Published: (2023)

Beyond Local Structures In Critical Supercooled Water Through Unsupervised Learning
by: Donkor, Edward Danquah, et al.
Published: (2024)

Error evaluation of partial scattering functions obtained from contrast variation small-angle neutron scattering
by: Mayumi, Koichi, et al.
Published: (2024)

On the analysis of two-time correlation functions: equilibrium vs non-equilibrium systems
by: Ragulskaya, Anastasia, et al.
Published: (2024)

Polymer Knots in Thin Films: Thickness Dependence, Local Effects, and Stiffness
by: Schmitt, Maurice P., et al.
Published: (2026)

U-Net 3+ for Anomalous Diffusion Analysis enhanced with Mixture Estimates (U-AnD-ME) in particle-tracking data
by: Asghar, Solomon, et al.
Published: (2025)

Calibrating a Finite-strain Phase-field Model of Fracture for Bonded Granular Materials with Uncertainty Quantification
by: Schmid, Abigail C., et al.
Published: (2025)

Ab initio uncertainty quantification in scattering analysis of microscopy
by: Gu, Mengyang, et al.
Published: (2023)

Anomalous Dynamics of Superparamagnetic Colloidal Microrobots with Tailored Statistics
by: Gentili, Alessia, et al.
Published: (2024)

Inferring interaction potentials from stochastic particle trajectories
by: King, Ella M., et al.
Published: (2024)

Comparing unsupervised learning methods for local structural identification in colloidal systems
by: Ulugöl, Alptuğ, et al.
Published: (2025)

Structural Decomposition of UV--Visible Spectral Variation: Azobenzene in Ethanol Solution
by: Eronen, Eemeli A., et al.
Published: (2025)

Global $q$-dependent inverse transforms of intensity autocorrelation data
by: Eklund, Tobias, et al.
Published: (2025)

Machine Learning Based Identification of Solvents from Post-Desiccation Patterns
by: Morán-Cortés, Jesús Israel, et al.
Published: (2026)

Resetting optimized competitive first-passage outcomes in non-Markovian systems
by: Pal, Suvam, et al.
Published: (2026)

Principled model selection for stochastic dynamics
by: Gerardos, Andonis, et al.
Published: (2025)

Thermodynamic bounds on generalized transport: From single-molecule to bulk observables
by: Dieball, Cai, et al.
Published: (2024)

Flat-histogram algorithms: optimal parameters and extended application
by: Shakirov, Timur
Published: (2024)

Interplay of activity and non-reciprocity in tracer dynamics: From non-equilibrium fluctuation-dissipation to giant diffusion
by: Paul, Subhajit, et al.
Published: (2026)

Ising model with non-reciprocal interactions
by: Rajeev, Agney K., et al.
Published: (2024)

Vesicles with internal active filaments: self-organized propulsion controls shape, motility, and dynamical response
by: Abaurrea-Velasco, Clara, et al.
Published: (2018)

Inference of a time delay in stochastic systems
by: Kopp, Robin A., et al.
Published: (2025)

Physical Embodiment Enables Information Processing Beyond Explicit Sensing in Active Matter
by: Paul, Diptabrata, et al.
Published: (2025)

Theoretical correction methods for optical tweezers: Acquisition of potentials of mean forces between colloidal particles in a bulk and on a surface
by: Amano, Ken-ichi, et al.
Published: (2020)

Model-free estimation in scattering analysis of microscopy
by: Lin, Tong, et al.
Published: (2026)