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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 76–100 of 242 papers

TitleStatusHype
Combining Normalizing Flows and Quasi-Monte CarloCode0
Inverse Nonlinearity Compensation of Hyperelastic Deformation in Dielectric Elastomer for Acoustic Actuation—0
Semi-implicit Continuous Newton Method for Power Flow Analysis—0
Rethinking Directional Integration in Neural Radiance Fields—0
Stability-Informed Initialization of Neural Ordinary Differential EquationsCode0
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores SamplingCode0
A hybrid approach for solving the gravitational N-body problem with Artificial Neural NetworksCode0
Machine Learning for the identification of phase-transitions in interacting agent-based systems: a Desai-Zwanzig exampleCode0
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal JetsCode0
Towards Hyperparameter-Agnostic DNN Training via Dynamical System Insights—0
On discretisation drift and smoothness regularisation in neural network training—0
Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations—0
Time-vectorized numerical integration for systems of ODEs—0
Adaptive approximation of monotone functions—0
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning—0
A monotone numerical integration method for mean-variance portfolio optimization under jump-diffusion models—0
Understanding step selection analysis through numerical integration—0
Outlier-robust neural network training: variation regularization meets trimmed loss to prevent functional breakdownCode0
Scenario Sampling for Large Supermodular Games—0
Minimizing robust density power-based divergences for general parametric density modelsCode0
Fast Empirical Scenarios—0
Computing Star Discrepancies with Numerical Black-Box Optimization Algorithms—0
Designing Stable Neural Networks using Convex Analysis and ODEsCode0
Learning Survival Distribution with Implicit Survival FunctionCode0
An Equivalent Circuit Approach to Distributed Optimization—0
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