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Numerical Integration

Numerical integration is the task to calculate the numerical value of a definite integral or the numerical solution of differential equations.

Papers

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Showing 1–25 of 242 papers

TitleStatusHype
Gaussian Processes and Reproducing Kernels: Connections and Equivalences—0
Fast Convergence for High-Order ODE Solvers in Diffusion Probabilistic Models—0
How Far Are We from Optimal Reasoning Efficiency?Code0
ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting—0
Operator-Splitting Methods for Neuromorphic Circuit Simulation—0
Artificial Intelligence for Direct Prediction of Molecular Dynamics Across Chemical Space—0
Continuous-time iterative linear-quadratic regulator—0
Discretization of Linear Systems using the Matrix Exponential—0
A Dictionary of Closed-Form Kernel Mean EmbeddingsCode0
On the Eigenvalue Tracking of Large-Scale Systems—0
Asian Basket Spread Options: A New Approximation Based on Stochastic Taylor Expansions—0
Riemannian Patch Assignment Gradient Flows—0
Neural network-enhanced integrators for simulating ordinary differential equations—0
Force-Free Molecular Dynamics Through Autoregressive Equivariant NetworksCode2
Computing Modes of Instability of Parameterized Nonlinear Systems for Vulnerability Assessment—0
PI-Controlled Variable Time-Step Power System Simulation Using an Adaptive Order Differential Transformation Method—0
Denoising Hamiltonian Network for Physical Reasoning—0
Underdamped Diffusion Bridges with Applications to SamplingCode1
Provable Quantum Algorithm Advantage for Gaussian Process QuadratureCode0
EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems—0
FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-form-gradientsCode1
Lilan: A linear latent network approach for real-time solutions of stiff, nonlinear, ordinary differential equations—0
Median of Means Sampling for the Keister Function—0
Time-Reversible Bridges of Data with Machine Learning—0
Graph Spring Neural ODEs for Link Sign Prediction—0
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