Copertina

Topological Regularization for Force Prediction in Active Particle Suspension with EGNN and Persistent Homology

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Saremi, Sadra, Kordbacheh, Amirhossein Ahmadkhan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Soft Condensed Matter Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Multi-Scale Modeling and Predictive Control of Active Brownian Particles
di: Saremi, Sadra, et al.
Pubblicazione: (2025)

Machine Learning-Integrated Hybrid Fluid-Kinetic Framework for Quantum Electrodynamic Laser Plasma Simulations
di: Saremi, Sadra, et al.
Pubblicazione: (2025)

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach
di: Saremi, Sadra, et al.
Pubblicazione: (2025)

Contact Forces in Microgel Suspensions
di: Vrban, Fran Ivan, et al.
Pubblicazione: (2025)

Topological Data Analysis combined with Machine Learning for Predicting Permeability of Porous Media
di: Dagdelen, Ebru, et al.
Pubblicazione: (2026)

Persistent Homology Reveals the Role of Stiffness in Forming Topological Glasses in Dense Solutions of Ring Polymers
di: Goto, Shota, et al.
Pubblicazione: (2024)

Hydrodynamic Equations for Active Brownian Particles in the High Persistence Regime
di: Pinto-Goldberg, Martín, et al.
Pubblicazione: (2025)

Persistence of Coffee-Ring Deposits in Concentrated Suspensions of Anisotropic Colloids
di: Nielsen, Samuel S., et al.
Pubblicazione: (2025)

Tangential Forces Govern the Viscous-Inertial Transition in Dense Frictional Suspensions
di: Konidena, Sudarshan, et al.
Pubblicazione: (2025)

Active Filaments on Curved Surfaces: From Single Filaments to Dilute Suspensions
di: Janzen, Giulia, et al.
Pubblicazione: (2025)

Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics
di: Tran, Phu N., et al.
Pubblicazione: (2024)

Microscopic Basis for Recovery Rheology and the Nonequilibrium Structure,Yielding, and Flow of Dense Particle Suspensions
di: Mutneja, Anoop, et al.
Pubblicazione: (2026)

Heterogeneous Solvent Dissipation Coupled with Particle Rearrangement in Shear Thinning Non-Brownian Suspensions
di: Terayama, Tomoharu, et al.
Pubblicazione: (2024)

Rapid Neural Network Prediction of Linear Block Copolymer Free Energies
di: Chen, Ian, et al.
Pubblicazione: (2026)

Force Propagation in Active Cytoskeletal Networks
di: Liu, Shichen, et al.
Pubblicazione: (2024)

An Interpretable ML-based Model for Predicting p-y Curves of Monopile Foundations in Sand
di: Li, Biao, et al.
Pubblicazione: (2025)

Programmable Hydrodynamics of Active Particles
di: Rohde, Lisa, et al.
Pubblicazione: (2025)

Predicting the post-wildfire mudflow onset using machine learning models on multi-parameter experimental data
di: Movasat, Mahta, et al.
Pubblicazione: (2026)

Effective Viscosity of a Suspension of Hot Particles
di: Arbib, Osher, et al.
Pubblicazione: (2024)

Biomimetic Swarm of Active Particles with Coupled Passive-Active Interactions
di: Nourhani, Amir
Pubblicazione: (2024)

Active Phases for Particles on Resource Landscapes
di: Varga, L., et al.
Pubblicazione: (2021)

Active Particles Destabilize Passive Membranes
di: King, David A., et al.
Pubblicazione: (2026)

Residual Force Determines Surface Tension in Active Systems
di: Krishan, Bal
Pubblicazione: (2025)

Disentangling Entropic, Active, and Frictional Forces in Cytoskeletal Crosslinking
di: Barutel, Cedrik, et al.
Pubblicazione: (2026)

Dynamical Facilitation in Active Glass Formers: Role of Morphology and Persistence
di: Ghoshal, Dipanwita
Pubblicazione: (2026)

Persistence-Driven Void Formation in Dense Active-Passive Mixtures
di: Janzen, Giulia, et al.
Pubblicazione: (2026)

Inhomogeneous Diffusion in Confined Colloidal Suspensions
di: Jung, Gerhard, et al.
Pubblicazione: (2025)

Dynamic Wetting by Concentrated Granular Suspensions
di: Azizmalayeri, Reza, et al.
Pubblicazione: (2025)

Self-Assembly of Active Bivalent Patchy Particles
di: Landi, Caterina, et al.
Pubblicazione: (2024)

ActiveCheerios: 3D-Printed Marangoni-Driven Active Particles at an Interface
di: Wilt, Jackson K., et al.
Pubblicazione: (2024)

Simple Method for the Direct Measurement of Cohesive Forces Between Microscopic Particles
di: Hoggarth, Johnathan, et al.
Pubblicazione: (2024)

Mechanochemical Topological Defects in an Active Nematic
di: Norton, Michael M., et al.
Pubblicazione: (2022)

Programmable Persistent Random Walks in Active Brownian Particles Govern Emergent Dynamics
di: Raghavendra, Tarun Sunkesula, et al.
Pubblicazione: (2026)

Frictional Contact Network in Dense Suspension Flow
di: Sharma, Shweta, et al.
Pubblicazione: (2025)

Spatio-temporal patterns in Growing Bacterial Suspensions
di: Jena, Pratikshya, et al.
Pubblicazione: (2024)

Delayed Gravitational Collapse of Attractive Colloidal Suspensions
di: Torre, Kim William, et al.
Pubblicazione: (2024)

Ion-specific Stability of Gold Nanoparticle Suspensions
di: Ritzert, Philipp, et al.
Pubblicazione: (2024)

Recent Computational Advances in Dense Suspension Mechanics
di: Ayar, Orhun, et al.
Pubblicazione: (2026)

Collecting Particles in Confined Spaces by Active Filamentous Matter
di: Sinaasappel, R., et al.
Pubblicazione: (2025)

Crystallization of Chiral Active Brownian Particles at Low Densities
di: Jeong, Kangeun, et al.
Pubblicazione: (2025)