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Main Authors:	Oluoch, Lillian Achola, Kamkumo, Florent Ouabo, Wunderlich, Ralf
Format:	Preprint
Published:	2025
Subjects:	Populations and Evolution Probability 92D30, 92-10, 60J60, 60G35, 62M20
Online Access:	https://arxiv.org/abs/2511.01920
Tags:	Add Tag No Tags, Be the first to tag this record!

Stochastic Epidemic Models with Partial Information
by: Kamkumo, Florent Ouabo, et al.
Published: (2025)

The Effect of Assortativity on Mpox Spreading with Two Core Groups
by: Nedényi, Fanni, et al.
Published: (2025)

Stochastic two-patch epidemic model with nonlinear recidivism
by: Calvo, Juan G., et al.
Published: (2024)

An interacting particle system for the front of an epidemic advancing through a susceptible population
by: Fausti, Eliana, et al.
Published: (2022)

Modelling the spread of two successive SIR epidemics on a configuration model network
by: Ball, Frank, et al.
Published: (2024)

The mutual arrangement of Wright-Fisher diffusion path measures and its impact on parameter estimation
by: Jenkins, Paul A.
Published: (2024)

A stochastic epidemic model with memory of the last infection and waning immunity
by: Guérin, Hélène, et al.
Published: (2025)

Branch lengths for geodesics in the directed landscape and mutation patterns in growing spatially structured populations
by: Ganguly, Shirshendu, et al.
Published: (2025)

Genealogical structures under interactive neutral reproduction: factorial moment duality via a Frankenstein process
by: Baake, Ellen, et al.
Published: (2026)

The sequential loss of allelic diversity
by: Achaz, Guillaume, et al.
Published: (2018)

Evolution of a trait distributed over a large fragmented population: Propagation of chaos meets adaptive dynamics
by: Lambert, Amaury, et al.
Published: (2025)

On a Neutral Host-Virus Model with Recombination
by: Eichhorn, Raphael, et al.
Published: (2025)

Muller's ratchet in a near-critical regime: tournament versus fitness proportional selection
by: Igelbrink, Jan Lukas, et al.
Published: (2023)

On a stochastic epidemic SIR model with non homogenous population: a toy model for HIV
by: Rovira, Carles
Published: (2025)

Bernoulli factories and duality in Wright-Fisher and Allen-Cahn models of population genetics
by: Koskela, Jere, et al.
Published: (2023)

Two waves of adaptation: speciation induced by dormancy in a model with changing environment
by: Cordero, Fernando, et al.
Published: (2024)

Connections between sequential Bayesian inference and evolutionary dynamics
by: Pathiraja, Sahani, et al.
Published: (2024)

Inferring birth versus death dynamics for ecological interactions in stochastic heterogeneous populations
by: Beckman, Erin, et al.
Published: (2024)

Genetic Composition of Supercritical Branching Populations under Power Law Mutation Rates
by: Brouard, Vianney
Published: (2023)

Embedding of Markov matrices for $d\leqslant 4$
by: Baake, Michael, et al.
Published: (2023)

Growth Models Under Uniform Catastrophes
by: Amaya, Joan, et al.
Published: (2026)

Applications of the multi-sigmoidal deterministic and stochastic logistic models for plant dynamics
by: Di Crescenzo, Antonio, et al.
Published: (2024)

Bernstein duality revisited: frequency-dependent selection, coordinated mutation and opposing environments
by: Cordero, Fernando, et al.
Published: (2024)

Sampling probabilities, diffusions, ancestral graphs, and duality under strong selection
by: Favero, Martina, et al.
Published: (2023)

The effects of random and seasonal environmental fluctuations on optimal harvesting and stocking
by: Hening, Alexandru, et al.
Published: (2021)

The tournament ratchet's clicktime process, and metastability in a Moran model
by: Igelbrink, Jan Lukas, et al.
Published: (2025)

Limit theorems for the site frequency spectrum of neutral mutations in an exponentially growing population
by: Gunnarsson, Einar Bjarki, et al.
Published: (2023)

Ages, sizes and (trees within) trees of taxa and of urns, from Yule to today
by: Lambert, Amaury
Published: (2024)

Mixing time for an epidemic model on graphs with external sources of infection
by: KhudaBukhsh, Wasiur R., et al.
Published: (2025)

Inhomogeneous Branching Random Walks: Incorporating Genealogy and Density Effects
by: Ajax, Lauren, et al.
Published: (2025)

Bounds for survival probabilities in supercritical Galton-Watson processes and applications to population genetics
by: Bürger, Reinhard
Published: (2025)

The Accumulation of Beneficial Mutations and Convergence to a Poisson Process
by: Udomchatpitak, Nantawat, et al.
Published: (2024)

Stationary distribution approximations of Two-island Wright-Fisher and seed-bank models using Stein's method
by: Gan, Han L., et al.
Published: (2024)

Catastrophe-dispersion models in random and varying environments across generations
by: de Lima, Lucas R., et al.
Published: (2026)

The mutation process on the ancestral line under selection
by: Baake, Ellen, et al.
Published: (2023)

Labelled partitions in action: recombination, selection, mutation, and more
by: Alberti, Frederic
Published: (2022)

Asymptotic sampling distributions made easy: loose linkage in the ancestral recombination graph
by: Alberti, Frederic
Published: (2023)

Evolving genealogies in cultural evolution, the descendant process, and the number of cultural traits
by: Wakano, Joe Yuichiro, et al.
Published: (2025)

Gene genealogies in diploid populations evolving according to sweepstakes reproduction
by: Eldon, Bjarki
Published: (2026)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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