Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations
Abstract The randomly pivoted Cholesky algorithm (RPCholesky) computes a factorized rank‐k$k$ approximation of an N×N$N \times N$ positive‐semidefinite (psd) matrix. RPCholesky requires only (k+1)N$(k + 1)N$ entry evaluations and O(k2N)$\mathcal {O}(k^2 N)$ additional arithmetic operations, and it can be implemented with just a few lines of code.
Yifan Chen+3 more
wiley +1 more source
Transient Nonlinear Electrothermal Adjoint Sensitivity Analysis for HVDC Cable Joints
ABSTRACT Efficient computation of sensitivities is a promising approach for efficiently designing and optimizing high voltage direct current cable joints. This paper presents the adjoint variable method for coupled nonlinear transient electrothermal problems as an efficient approach to compute sensitivities with respect to a large number of design ...
M. Greta Ruppert+2 more
wiley +1 more source
Operator-Valued Twisted Araki-Woods Algebras. [PDF]
Kumar RR, Wirth M.
europepmc +1 more source
Reflections on the Spatial Exponential Growth of Electromagnetic Quasinormal Modes
Quasinormal modes (QNMs) offer a robust framework for understanding the physics of resonators. However, conceptual challenges arise in regions distant from resonators, where QNM fields exponentially grow. This growth is not unphysical, but gives rise to counterintuitive effects, which is explained by examining fundamentals of non‐Hermitian systems ...
Tong Wu+2 more
wiley +1 more source
The Group-Algebraic Formalism of Quantum Probability and Its Applications in Quantum Statistical Mechanics. [PDF]
Gu Y, Wang J.
europepmc +1 more source
On the Stiefel-Whitney class of the adjoint representation of $E_8$ [PDF]
Akihiro Ohsita
openalex +1 more source
Regularity and separation for Grušin‐type p‐Laplace operators
Abstract We analyze p‐Laplace type operators with degenerate elliptic coefficients. This investigation includes Grušin‐type p‐Laplace operators. We describe a separation phenomenon in elliptic and parabolic p‐Laplace type equations, which provide an illuminating illustration of simple jump discontinuities of the corresponding weak solutions ...
Daniel Hauer, Adam Sikora
wiley +1 more source
Enhancing hydrodynamic efficiency in Autonomous Underwater Vehicles (AUVs) utilizing adjoint method and proper orthogonal decomposition. [PDF]
Bhuiyan SA, Hasan MJ, Hoque MA.
europepmc +1 more source
Equivalence of information production and generalised entropies in complex processes. [PDF]
Hanel R, Thurner S.
europepmc +1 more source
Adjoint vector fields and differential operators on representation spaces [PDF]
Dmitri I. Panyushev
openalex +1 more source