TDOR-MPINNs: Multi-output physics-informed neural networks based on time differential order reduction for solving coupled Klein–Gordon–Zakharov systems: TDOR-MPINNs: multi-output physics-informed neural networks based on time differential order reduction for solving coupled Klein-Gordon-Zakharov systems

Authors: Jiahuan He, Yang Liu, Hong Li

Source: Results in Applied Mathematics, Vol 22, Iss, Pp 100462-(2024)

Subject Terms: Reliability and life testing, multi-output physics-informed neural networks, time differential order reduction, Computational learning theory, Central limit and other weak theorems, Applications of statistics to physics, Time differential order reduction, 01 natural sciences, Multi-output physics-informed neural networks, coupled Klein-Gordon-Zakharov (KGZ) systems, Error bounds for initial value and initial-boundary value problems involving PDEs, Coupled Klein–Gordon–Zakharov (KGZ) systems, 0103 physical sciences, QA1-939, Motion of charged particles, Monte Carlo methods applied to problems in optics and electromagnetic theory, reliability analysis, Waves and radiation in optics and electromagnetic theory, Reliability analysis, Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems, Mathematics, Artificial neural networks and deep learning

File Description: application/xml

Access URL: https://zbmath.org/7878064
https://doi.org/10.1016/j.rinam.2024.100462
https://doaj.org/article/802cd29f5fed4dfbb0241b8a72763372

Single Realization Stochastic FDTD for Weak Scattering Waves in Biological Random Media: Single realization stochastic FDTD for weak scattering waves in biological random media

Authors: Allen Taflove, Tengmeng Tan, Vadim Backman

Source: IEEE Transactions on Antennas and Propagation. 61:818-828

Subject Terms: Biological applications of optics and electromagnetic theory, Monte Carlo methods applied to problems in optics and electromagnetic theory, 0202 electrical engineering, electronic engineering, information engineering, Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs, 02 engineering and technology, Finite difference methods applied to problems in optics and electromagnetic theory

File Description: application/xml

Access URL: http://www.ece.northwestern.edu/ecefaculty/taflove/Paper141.pdf
https://pubmed.ncbi.nlm.nih.gov/27158153
https://www.scholars.northwestern.edu/en/publications/single-realization-stochastic-fdtd-for-weak-scattering-waves-in-b
http://ui.adsabs.harvard.edu/abs/2013ITAP...61..818T/abstract
http://www.ece.northwestern.edu/ecefaculty/taflove/Paper141.pdf
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856227
https://europepmc.org/articles/PMC4856227
https://ieeexplore.ieee.org/document/6310034/

Transistor sizing of custom high-performance digital circuits with parametric yield considerations

Authors: Chandu Visweswariah, Jinjun Xiong, Vladimir Zolotov, D.K. Beece

Source: Optimization and Engineering. 15:217-241

Subject Terms: static timing, circuits, 8. Economic growth, Monte Carlo methods applied to problems in optics and electromagnetic theory, analytic, 0202 electrical engineering, electronic engineering, information engineering, transistor, 02 engineering and technology, Optimization problems in optics and electromagnetic theory, yield, statistical

File Description: application/xml

Access URL: https://zbmath.org/6397298
https://doi.org/10.1007/s11081-012-9208-0
https://link.springer.com/content/pdf/10.1007%2Fs11081-012-9208-0.pdf
https://link.springer.com/article/10.1007/s11081-012-9208-0

A 3D numerical simulation of laser-induced incandescence of soot particles in coal combustion products

Authors: Annie Garo, Kefa Cen, Linghong Chen, Gérard Gréhan

Source: Journal of Zhejiang University-SCIENCE A. 10:1320-1326

Subject Terms: scattering, Lasers, masers, optical bistability, nonlinear optics, 02 engineering and technology, fly-ash, soot, 3D Monte Carlo, 01 natural sciences, 7. Clean energy, 13. Climate action, laser-induced incandescence (LII), Monte Carlo methods applied to problems in optics and electromagnetic theory, 0202 electrical engineering, electronic engineering, information engineering, absorption, Diffraction, scattering, 0105 earth and related environmental sciences

File Description: application/xml

Access URL: https://link.springer.com/article/10.1631/jzus.A0930003
https://link.springer.com/content/pdf/10.1631/jzus.A0930003.pdf

Uncertainty Propagation Analysis of T/R Modules: Uncertainty propagation analysis of T/R modules

Authors: Y. Q. Zhang, X. X. Ruan, Congsi Wang, Zhiliang Huang, Z. H. Wang, Chen Jiang, T. Fang

Source: International Journal of Computational Methods. 16:1850105

Subject Terms: Spectral, collocation and related methods applied to problems in optics and electromagnetic theory, amplitude difference, Parametric tolerance and confidence regions, T/R modules, Numerical integration, Monte Carlo methods applied to problems in optics and electromagnetic theory, 0202 electrical engineering, electronic engineering, information engineering, uncertainty propagation analysis, Spectral, collocation and related methods for boundary value problems involving PDEs, phase difference, 02 engineering and technology, Waves and radiation in optics and electromagnetic theory, Antennas, waveguides in optics and electromagnetic theory

File Description: application/xml

Access URL: https://zbmath.org/7086724
https://doi.org/10.1142/s0219876218501050
https://www.worldscientific.com/doi/abs/10.1142/S0219876218501050

zbMATH Open Web Interface contents unavailable due to conflicting licenses.

Authors: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

Subject Terms: Composite media, random media in optics and electromagnetic theory, Radiative transfer in astronomy and astrophysics, Monte Carlo methods applied to problems in optics and electromagnetic theory, Inverse problems (including inverse scattering) in optics and electromagnetic theory, Diffraction, scattering

File Description: application/xml

Access URL: https://zbmath.org/7543627