Constraint-Aware Physics-Informed Neural Networks for SEIR Reaction-Diffusion Epidemic Models with Vital Dynamics
Fuente:
arXiv
Saved in:
| Main Authors: | Zinihi, Achraf, Ehrhardt, Matthias |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Nonstandard Finite Difference Scheme for an SEIQR Epidemiological PDE Model
by: Zinihi, Achraf, et al.
Published: (2025)
by: Zinihi, Achraf, et al.
Published: (2025)
Dynamical Analysis of a Cocaine-Heroin Epidemiological Model with Spatial Distributions
by: Zinihi, Achraf, et al.
Published: (2024)
by: Zinihi, Achraf, et al.
Published: (2024)
Identifying Memory Effects in Epidemics via a Fractional SEIRD Model and Physics-Informed Neural Networks
by: Zinihi, Achraf
Published: (2025)
by: Zinihi, Achraf
Published: (2025)
Qualitative analysis on a spatial SIS epidemic model with linear source in advective environments II saturated incidence
by: Wang, Qi
Published: (2024)
by: Wang, Qi
Published: (2024)
Waterborne epidemics via a new coupled SIR--Pathogen--Navier-Stokes system: Mathematical modeling, nonlinear analysis and numerical simulation
by: Mehdaoui, Mohamed, et al.
Published: (2025)
by: Mehdaoui, Mohamed, et al.
Published: (2025)
Biological invasions and epidemics with nonlocal diffusion along a line
by: Berestycki, Henri, et al.
Published: (2023)
by: Berestycki, Henri, et al.
Published: (2023)
Chemotaxis-inspired PDE model for airborne infectious disease transmission: analysis and simulations
by: Colli, Pierluigi, et al.
Published: (2024)
by: Colli, Pierluigi, et al.
Published: (2024)
Neural Network-Enhanced Disease Spread Dynamics Over Time and Space
by: Caga-anan, Randy L.
Published: (2024)
by: Caga-anan, Randy L.
Published: (2024)
Complex dynamics and pattern formation in a diffusive epidemic model with an infection-dependent recovery rate
by: Khateeb, Wael El, et al.
Published: (2025)
by: Khateeb, Wael El, et al.
Published: (2025)
Dynamics of a nonlocal epidemic model with a new free boundary condition, part 1: Spreading-vanishing dichotomy
by: Chen, Yao, et al.
Published: (2026)
by: Chen, Yao, et al.
Published: (2026)
Chemotaxis and Reactions in Anomalous Diffusion Dynamics
by: De Andrade, Crystianne L., et al.
Published: (2024)
by: De Andrade, Crystianne L., et al.
Published: (2024)
Optimal Control of a Reaction-Diffusion Epidemic Model with Noncompliance
by: Bongarti, Marcelo, et al.
Published: (2024)
by: Bongarti, Marcelo, et al.
Published: (2024)
Global dynamics in a reaction-diffusion competition model with edge behavior
by: Liu, Kuiyue, et al.
Published: (2025)
by: Liu, Kuiyue, et al.
Published: (2025)
Asymptotic limits of the principal spectrum point of a nonlocal dispersal cooperative system and application to a two-stage structured population model
by: Onyido, Maria A., et al.
Published: (2023)
by: Onyido, Maria A., et al.
Published: (2023)
Optimal Control of General Nonlocal Epidemic Models with Age and Space Structure
by: Azmi, Behzad, et al.
Published: (2025)
by: Azmi, Behzad, et al.
Published: (2025)
On a Keller-Segel type equation to model Brain Microvascular Endothelial Cells growth's patterns
by: Ambrosio, B, et al.
Published: (2026)
by: Ambrosio, B, et al.
Published: (2026)
Shock wavefronts for parabolic equations with sign-changing diffusivity
by: Berti, Diego, et al.
Published: (2026)
by: Berti, Diego, et al.
Published: (2026)
Derivation and analysis of a Stokes-transport system in evolving vessels modeling thermoregulation in human skin
by: Hacker, Kilian, et al.
Published: (2026)
by: Hacker, Kilian, et al.
Published: (2026)
Far-from-equilibrium travelling pulses in sloped semi-arid environments driven by autotoxicity effects
by: Grifò, Gabriele, et al.
Published: (2024)
by: Grifò, Gabriele, et al.
Published: (2024)
On a Brain Tumor Growth Model with Lactate Metabolism, Viscoelastic Effects, and Tissue Damage
by: Cavalleri, Giulia, et al.
Published: (2025)
by: Cavalleri, Giulia, et al.
Published: (2025)
Stability of traveling waves in non-cooperative systems with nonlocal dispersal of equal diffusivities
by: Guo, Jong-Shenq, et al.
Published: (2024)
by: Guo, Jong-Shenq, et al.
Published: (2024)
Infinitely many saturated travelling waves for a degenerate Fisher-KPP equation not in divergence form
by: Alfaro, Matthieu, et al.
Published: (2025)
by: Alfaro, Matthieu, et al.
Published: (2025)
Boundary spike-layer solutions of the singular Keller-Segel system: existence, profiles and stability
by: Carrillo, Jose A., et al.
Published: (2024)
by: Carrillo, Jose A., et al.
Published: (2024)
Beyond water limitation in vegetation-autotoxicity patterning: a cross-diffusion model
by: Giannino, Francesco, et al.
Published: (2025)
by: Giannino, Francesco, et al.
Published: (2025)
A Hamilton-Jacobi approach to road-field reaction-diffusion models
by: Henderson, Christopher, et al.
Published: (2024)
by: Henderson, Christopher, et al.
Published: (2024)
The FitzHugh-Nagumo system on undulated cylinders: spontaneous symmetrization and effective system
by: Karali, Georgia, et al.
Published: (2025)
by: Karali, Georgia, et al.
Published: (2025)
Unified Spatiotemporal Physics-Informed Learning (USPIL): A Framework for Modeling Complex Predator-Prey Dynamics
by: Chrisnanto, Julian Evan, et al.
Published: (2025)
by: Chrisnanto, Julian Evan, et al.
Published: (2025)
Existence and Spatial Decay of Forced Waves for the Fisher-KPP Equation with a Degenerate Shifting Environment
by: Tang, Zhibao, et al.
Published: (2026)
by: Tang, Zhibao, et al.
Published: (2026)
Global weak solutions to a strongly degenerate haptotaxis model
by: Winkler, Michael, et al.
Published: (2016)
by: Winkler, Michael, et al.
Published: (2016)
Oscillations and Bifurcation Structure of Reaction-Diffusion Model for Cell Polarity Formation
by: Kuwamura, Masataka, et al.
Published: (2021)
by: Kuwamura, Masataka, et al.
Published: (2021)
Dynamical Behavior of a Stochastic Epidemiological Model: Stationary Distribution and Extinction of a SIRS Model with Stochastic Perturbations
by: Zinihi, Achraf, et al.
Published: (2024)
by: Zinihi, Achraf, et al.
Published: (2024)
Global existence of weak solutions to a cell migration and (de)differentiation model with double haptotaxis in the context of tissue regeneration
by: Mohan, Nishith, et al.
Published: (2025)
by: Mohan, Nishith, et al.
Published: (2025)
Unveiling Biological Models Through Turing Patterns
by: Li, Yuhan, et al.
Published: (2025)
by: Li, Yuhan, et al.
Published: (2025)
Spatial profiles of a reaction-diffusion epidemic model with nonlinear incidence mechanism and varying total population
by: Peng, Rui, et al.
Published: (2024)
by: Peng, Rui, et al.
Published: (2024)
Spatial profiles of a reaction-diffusion epidemic model with nonlinear incidence mechanism and constant total population
by: Peng, Rui, et al.
Published: (2024)
by: Peng, Rui, et al.
Published: (2024)
Global attractor for a Cahn-Hilliard-chemotaxis model with logistic degradation
by: Schimperna, Giulio, et al.
Published: (2025)
by: Schimperna, Giulio, et al.
Published: (2025)
Biomechanical Effects on Traveling Waves at the Interface of Cell Populations
by: Campos, Juan, et al.
Published: (2024)
by: Campos, Juan, et al.
Published: (2024)
A cross-diffusion system with independent drifts and fast diffusion
by: Elbar, Charles, et al.
Published: (2025)
by: Elbar, Charles, et al.
Published: (2025)
On a modified Cahn-Hilliard-Brinkman model with chemotaxis and nonlinear sensitivity
by: Schimperna, Giulio
Published: (2024)
by: Schimperna, Giulio
Published: (2024)
Global dynamics of a two-stage structured diffusive population model in time-periodic and spatially heterogeneous environments
by: Gueguezo, H. M., et al.
Published: (2024)
by: Gueguezo, H. M., et al.
Published: (2024)
Similar Items
-
A Nonstandard Finite Difference Scheme for an SEIQR Epidemiological PDE Model
by: Zinihi, Achraf, et al.
Published: (2025) -
Dynamical Analysis of a Cocaine-Heroin Epidemiological Model with Spatial Distributions
by: Zinihi, Achraf, et al.
Published: (2024) -
Identifying Memory Effects in Epidemics via a Fractional SEIRD Model and Physics-Informed Neural Networks
by: Zinihi, Achraf
Published: (2025) -
Qualitative analysis on a spatial SIS epidemic model with linear source in advective environments II saturated incidence
by: Wang, Qi
Published: (2024) -
Waterborne epidemics via a new coupled SIR--Pathogen--Navier-Stokes system: Mathematical modeling, nonlinear analysis and numerical simulation
by: Mehdaoui, Mohamed, et al.
Published: (2025)