🎲 Stochastic differential equation - pfh · Scour

Inference in stochastic differential equations using the Laplace approximation: Demonstration and examples

📊Empirical Bayes Academic

Less-relevant results

A higher order numerical method for singularly perturbed elliptic problems with characteristic boundary layers

⛰️Gradient Descent Academic

Simple third order operator-splitting schemes for stochastic mechanics and field theory

🔗Markov Chains Academic

Operator learning for solving Fokker-Planck equations with various initial conditions

🔗Markov Chains Academic

A decoupled energy-stable mixed finite element method for Poisson-Nernst-Planck-Navier-Stokes equations

📐Computational Geometry Academic

Control-Theoretic View of Neural ODEs: Empirical Controllability and Observability

📉ODE Academic

Mitigating the Contractivity Trap in Diffusion ODEs via Stein Stabilization

📉ODE Academic

Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs

📉ODE Academic

Parameter uncertainty in dynamical models: a practical identifiability index

📉ODE Academic

Well-posedness and finite element approximation of the electrostatic shear Alfv\'en wave equations

📉ODE Academic

Low-Variance Randomised Numerical Linear Algebra for Finite Element Simulation

📐Computational Geometry Academic

A Second-order Structure-preserving Parametric FEM for Surface Evolution

🎪Convex Optimization Academic

A Data-Free Symbolic Regression Approach for Solving Equations

📉ODE Academic

Adaptive Resolution for Finite-Rank Gaussian Processes

📊Empirical Bayes Academic

A Machine-Learning Based Approach to the Evaluation of the Critical Scaling Behavior of Anisotropic Spin Systems

🗺️Manifold Learning Academic

The Power of Altruism in Sticker Economics: Generosity Minimizes Collective Costs and Overprotective Norms Fuel Inefficiency

🗺️Network Visualization Academic

Policy Gradient for Continuous-Time Robust Markov Decision Processes

📉ODE Academic

Scale-invariant magnetic anisotropy in $\alpha$-RuCl$_3$: A quantum Monte Carlo study

📦HDF5 Academic

Numerical analysis of the second-order time-dependent saddle point Maxwell system via a parameter-free discontinuous Galerkin method: The first optimal ${\bf L}^{2}$-norm error estimates

⛰️Gradient Descent Academic

Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching

🔗Markov Chains Academic

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