This article discusses techniques to optimize control problems in distributed systems.
― 5 min read
Mathematics - Numerical Analysis
RSSExploring new insights in Nesterov's method for machine learning optimization.
― 5 min read
Research explores neuron behavior and learning using numerical methods and the NNLIF model.
― 6 min read
Combining deep learning with direct sampling boosts object reconstruction efficiency.
― 6 min read
Research focuses on stabilizing solutions using oversmoothing penalties in Banach spaces.
― 4 min read
Exploring how block unitriangular matrices aid in machine learning.
― 5 min read
Learn how GTCUR approximates tensors for effective data analysis.
― 3 min read
A look at how neural networks can approximate solutions to complex equations.
― 7 min read
A look into the mechanics of fluid behavior in compressible flow.
― 3 min read
A fresh algorithm to tackle optimization in probability simplex efficiently.
― 5 min read
This article explores numerical methods for analyzing stochastic Volterra integral equations.
― 5 min read
Exploring improved accuracy in boundary element methods for elastodynamics using graded mesh designs.
― 5 min read
A look at TDEIM for efficient tensor data processing.
― 5 min read
Investigating the validity of point source modeling for cell diffusion.
― 6 min read
Introducing a new diffusion operator for improved material simulations.
― 9 min read
A new method improves turbulence model efficiency using Kolmogorov's insights.
― 7 min read
Understanding Fekete points and their impact on polynomial interpolation.
― 5 min read
Improving performance in antenna clusters for efficient communication systems.
― 5 min read
A method to gauge error in numerical solutions for complex systems over time.
― 5 min read
A new approach to modeling complex fluid dynamics and spray behavior.
― 4 min read
Cubic B-splines improve precision and flexibility in computational geometry.
― 4 min read
A look at error estimation methods in least-squares and least-norm problems.
― 5 min read
A new method simplifies brain mesh generation using image registration techniques.
― 6 min read
New algorithms improve solutions for linear inverse problems in signal and image recovery.
― 5 min read
This article discusses the use of Physics-Informed Neural Networks in solving quantum mechanics problems.
― 8 min read
Explore the continuous AAA algorithm and its benefits in various fields.
― 5 min read
A look at using least-squares methods to understand heat equations.
― 5 min read
A look at the new -Chebyshev functions and their applications.
― 4 min read
A novel approach improves solution finding for nonlinear differential equations across various fields.
― 6 min read
A new method enhances the calculation of transport coefficients in molecular dynamics.
― 6 min read
A new method enhances accuracy in eigenvalue problems by analyzing multiple situations.
― 5 min read
Advancements in understanding particle interactions in non-traditional environments.
― 5 min read
Exploring the walk-on-boundary method for efficient boundary value problem solutions.
― 5 min read
This study examines heat transfer issues in fused filament fabrication for better printing outcomes.
― 6 min read
A look into weighted classification metrics and score-oriented losses in neural networks.
― 6 min read
New methods enhance efficiency in analyzing large tensors with randomized algorithms.
― 5 min read
New methods improve accuracy in modeling phase transitions in materials.
― 5 min read
New methods improve efficiency and accuracy in thermal radiative transfer equations.
― 5 min read
New numerical methods maintain charge and energy in particle interactions under randomness.
― 5 min read
Learn how thermal noise currents can reveal material conductivity properties.
― 6 min read