Stochastic inflation emerges as GKLS open-system dynamics from tracing entangled modes entering a coarse-grained de Sitter patch, reproducing the classical phase-space Fokker-Planck equation.
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7 Pith papers cite this work, alongside 283 external citations. Polarity classification is still indexing.
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representative citing papers
SA-PAL combines adaptive timesteps and position-dependent friction in Langevin dynamics, reporting 1.5-3x faster mixing on Rosenbrock and Mueller-Brown potentials plus order-of-magnitude efficiency gains on other test problems.
A consistent and asymptotically efficient Strang splitting estimator is introduced for nonlinear SDEs with Pearson multiplicative noise, along with the new Student Kramers oscillator model, validated on simulations and Greenland ice core data.
Tempering chains achieve polynomial spectral gap lower bounds of order 11-12 for multimodal Gibbs measures without explicit energy landscape structure.
Develops a constrained optimization framework for position-independent irreversible perturbations of ULA that yields an explicit optimal design accounting for both spectral-gap mixing and weighted jump-distance bias.
A new proof, via Lyapunov exponents, of the known universal bound Γ_max ≤ c_d Σ Γ_i for relaxation rates of quantum master equations, where c_d depends on the positivity class of the semigroup.
A weight-function drift change gives explicit transition densities and mixture/bimodal forms for multidimensional Wiener and explosive Ornstein-Uhlenbeck diffusions, including resetting stationary distributions.
citing papers explorer
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Quantum Stochastic Inflation
Stochastic inflation emerges as GKLS open-system dynamics from tracing entangled modes entering a coarse-grained de Sitter patch, reproducing the classical phase-space Fokker-Planck equation.
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Accelerated sampling using SamAdams variable timesteps and position-adaptive Langevin dynamics
SA-PAL combines adaptive timesteps and position-dependent friction in Langevin dynamics, reporting 1.5-3x faster mixing on Rosenbrock and Mueller-Brown potentials plus order-of-magnitude efficiency gains on other test problems.
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Strang splitting estimator for nonlinear multivariate stochastic differential equations with Pearson-type multiplicative noise
A consistent and asymptotically efficient Strang splitting estimator is introduced for nonlinear SDEs with Pearson multiplicative noise, along with the new Student Kramers oscillator model, validated on simulations and Greenland ice core data.
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Rapid convergence of tempering chains to multimodal Gibbs measures
Tempering chains achieve polynomial spectral gap lower bounds of order 11-12 for multimodal Gibbs measures without explicit energy landscape structure.
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Optimizing Irreversible Perturbations of the Unadjusted Langevin Algorithm
Develops a constrained optimization framework for position-independent irreversible perturbations of ULA that yields an explicit optimal design accounting for both spectral-gap mixing and weighted jump-distance bias.
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Universal bound on the Lyapunov spectrum of quantum master equations
A new proof, via Lyapunov exponents, of the known universal bound Γ_max ≤ c_d Σ Γ_i for relaxation rates of quantum master equations, where c_d depends on the positivity class of the semigroup.
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On Analytically Tractable Multidimensional Diffusions via Doob h-Transforms, with Resetting and Applications to Wiener and Ornstein--Uhlenbeck Processes
A weight-function drift change gives explicit transition densities and mixture/bimodal forms for multidimensional Wiener and explosive Ornstein-Uhlenbeck diffusions, including resetting stationary distributions.