This repository contains an efficient implementation of Kolmogorov-Arnold Network (KAN). The original implementation of KAN is available here. The problem is in the sparsification which is claimed to ...

Abstract: In this paper, we disclose the statistical behavior of the max-product algorithm configured to solve a maximum a posteriori estimation problem in a network of distributed agents.

Electric fields generated by the motion of ocean waves through the Earth’s ambient geomagnetic fields and the induced secondary magnetic field can be observed at the seafloor and at the sea-surface, ...

While the high year-round production of tomatoes has been facilitated by solar greenhouse cultivation, these yields readily fluctuate in response to changing environmental conditions. Mathematic ...

Quantum computing has been found to unprecedentedly speed-up classically intractable computational tasks 1,2,3,4,5,6,7. As building universal, error-corrected quantum computers is still challenging, ...

aDepartment of Medicine, University of Otago, Dunedin, Otago, New Zealand bDepartment of Human Nutrition, University of Otago, Dunedin, Otago, New Zealand cEdgar National Centre for Diabetes and ...

Abstract: Vector autoregressive models characterize a variety of time series in which linear combinations of current and past observations can be used to accurately predict future observations. For ...

Given the ubiquity of amide coupling reactions, understanding the factors which influence the success of the reaction and having means to predict the reaction rate would streamline synthetic efforts.

Nonlinear independent component analysis is combined with diffusion-map data analysis techniques to detect good observables in high-dimensional dynamic data. These detections are achieved by ...

Some definitions are in order here. A lattice Λ in is an infinite set of points generated by a set of discrete translation operations (defined by integer linear combinations of a basis of ) (ref. 4).