Search Results - domain decomposition for initial value and initial-boundary value problems involving pred

Multi-domain physics-informed neural networks for solving transient heat conduction problems in multilayer materials.

Authors: Zhang, Benrong Wang, Fajie Qiu, Lin

Source: Journal of Applied Physics; 6/28/2023, Vol. 133 Issue 24, p1-17, 17p

Subject Terms: HEAT conduction, ARTIFICIAL neural networks, DEEP learning, TEMPERATURE distribution

A Gradient-Variance Weighting Physics-Informed Neural Network for Solving Integer and Fractional Partial Differential Equations.

Authors: Zhang, Liang Liu, Quansheng Zhang, Ruigang et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 20, p11137, 16p

Subject Terms: PARTIAL differential equations, FRACTIONAL differential equations, COST functions, SCIENTIFIC computing, MACHINE learning, COMPUTER simulation

Well-posedness and numerical treatment of the Blackstock equation in nonlinear acoustics.

Authors: Fritz, Marvin Nikolić, Vanja Wohlmuth, Barbara

Source: Mathematical Models & Methods in Applied Sciences; Dec2018, Vol. 28 Issue 13, p2557-2597, 41p

Subject Terms: NONLINEAR wave equations, DIRICHLET problem, BOUNDARY value problems, FIXED point theory, FINITE element method, NONLINEAR acoustics

An enhanced deep neural network with global adaptive weighted gradient for solving hyperbolic partial differential equations.

Authors: Wu, Wei Zhao, Jiebin

Source: European Physical Journal Plus; Jul2025, Vol. 140 Issue 7, p1-21, 21p

Flow-dynamics informed Kolmogorov–Arnold networks for simulating subsonic compressible flow around airfoils.

Authors: Sun, Jianren Fei, Zhongyang Qin, Pan

Source: AIP Advances; Nov2025, Vol. 15 Issue 11, p1-20, 20p

Subject Terms: FLUID flow, SUBSONIC flow, DEEP learning, AEROFOILS, ARTIFICIAL neural networks, NONLINEAR regression, PREDICTION models

Simulation of an inductively coupled plasma with a two-dimensional Darwin particle-in-cell code.

Authors: Sydorenko, Dmytro Kaganovich, Igor D. Khrabrov, Alexander V. et al.

Source: Physics of Plasmas; Apr2025, Vol. 32 Issue 4, p1-23, 23p

Subject Terms: DISTRIBUTION (Probability theory), ELECTROMAGNETIC waves, PLASMA Alfven waves, ELECTRIC fields, DENSE plasmas

Physics-Informed Neural Networks in Grid-Connected Inverters: A Review.

Authors: Mahdouri, Ekram Al Al-Abri, Said Yousef, Hassan et al.

Source: Energies (19961073); Oct2025, Vol. 18 Issue 20, p5441, 19p

Subject Terms: PARAMETER estimation, ELECTRIC inverters, MACHINE learning, FAULT diagnosis, OPTIMIZATION algorithms, SYSTEM identification, ENERGY infrastructure

A deep learning method for solving thermoelastic coupling problem.

Authors: Fang, Ruoshi Zhang, Kai Song, Ke et al.

Source: Zeitschrift für Naturforschung Section A: A Journal of Physical Sciences; Aug2024, Vol. 79 Issue 8, p851-871, 21p

Subject Terms: THERMAL stresses, THERMOELASTICITY, ENGINEERING, DEEP learning, EQUATIONS

Topanga: A kinetic ion plasma code for large-scale ionospheric simulations on magnetohydrodynamic timescales.

Authors: Belyaev, Mikhail A. Larson, David J. Cohen, Bruce I. et al.

Source: Physics of Plasmas; Jan2024, Vol. 31 Issue 1, p1-22, 22p

Subject Terms: DISPLACEMENT currents (Electric), ELECTROMAGNETIC wave absorption, NEUMANN boundary conditions, MAXWELL equations, OHM'S law, ELECTROMAGNETIC pulses, ELECTRON-ion collisions

Spatial analysis of environmental factors influencing dust sources in the east of Iran using a new activelearning approach.

Authors: Yariyan, Peyman Amiri, Mahdis Saffariha, Maryam et al.

Source: Geocarto International; 2022, Vol. 37 Issue 26, p11929-11954, 26p

Subject Terms: FACTOR analysis, DUST storms, WIND speed, DUST

Geographic Terms: IRAN

Physics-informed neural networks (PINNs) for fluid mechanics: a review.

Authors: Cai, Shengze Mao, Zhiping Wang, Zhicheng et al.

Source: Acta Mechanica Sinica; Dec2021, Vol. 37 Issue 12, p1727-1738, 12p

On recovering distributed IP information from inductive source time domain electromagnetic data.

Authors: Seogi Kang Oldenburg, Douglas W.

Source: Geophysical Journal International; Oct2016, Vol. 207 Issue 1, p174-196, 23p

Subject Terms: INDUCED polarization, ELECTROMAGNETISM, BIOT-Savart law, GEOMAGNETISM, MATHEMATICAL models

Glass Recognition and Map Optimization Method for Mobile Robot Based on Boundary Guidance.

Authors: Tao, Yong Gao, He Wen, Yufang et al.

Source: Chinese Journal of Mechanical Engineering; 6/27/2023, Vol. 36 Issue 1, p1-12, 12p

Numerič ne metode končnih razlik za modeliranje telekomunikacijskih kanalov: pristopi in izzivi. (Slovenian)

Alternate Title: Numerical Finite-Difference Techniques in Telecommunication Channel Modelling - Approaches and Challenges. (English)

Authors: Novak, Roman

Source: Electrotechnical Review / Elektrotehniski Vestnik; 2020, Vol. 87 Issue 4, p165-174, 10p

Subject Terms: TELECOMMUNICATION channels, NEXT generation networks, PARTIAL differential equations, DIFFRACTIVE scattering, RADIO wave propagation, RADIO frequency allocation, FINITE differences

Nano-engineered flexible pH sensor for point-of-care urease detection.

Authors: Sardarinejad, A. Maurya, D. K. Tay, C. Y. et al.

Source: Proceedings of SPIE; 12/22/2015, Vol. 9668, p96684T-1-96684T, 5p

Inchoativity, change of state, and telicity: evidence from Spanish reflexive psychological verbs.

Authors: Marín, Rafael McNally, Louise

Source: Natural Language & Linguistic Theory; May2011, Vol. 29 Issue 2, p467-502, 36p

Subject Terms: VERBS, ONTOLOGY, SEMANTICS, FEAR, MORPHOLOGY (Grammar)

EGU General Assembly 2011.

Source: Geophysical Research Abstracts; 2011, Vol. 13, p1-13047, 13047p

Domain Decomposition Methods in Science and Engineering XXVI

Authors: Susanne C. Brenner Eric Chung Axel Klawonn et al.

Resource Type: eBook.

Subjects: Mathematics—Data processing

Categories: MATHEMATICS / Numerical Analysis

The 1st International Conference on Net-Zero Built Environment

Authors: Mahdi Kioumarsi Behrouz Shafei

Resource Type: eBook.

Subjects: Zero energy buildings--Congresses

Categories: ARCHITECTURE / Sustainability & Green Design, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Civil / General, TECHNOLOGY & ENGINEERING / Environmental / General, TECHNOLOGY & ENGINEERING / Materials Science / General

Geotechnical Engineering Challenges to Meet Current and Emerging Needs of Society

Authors: Nuno Guerra Manuel Matos Fernandes Cristiana Ferreira et al.

Resource Type: eBook.

Subjects: Geotechnical engineering

Categories: TECHNOLOGY & ENGINEERING / Civil / Soil & Rock, TECHNOLOGY & ENGINEERING / General