Zobrazeno 1 - 10
of 863
pro vyhledávání: '"PINN"'
Publikováno v:
Shanghai Jiaotong Daxue xuebao, Vol 58, Iss 11, Pp 1654-1664 (2024)
Physics-informed neural networks (PINN) are applied to the reconstruction of the ship propeller wake field. First, the principle and basic framework of PINN were introduced. Then, the Burgers equation was selected to verify the feasibility of PINN in
Externí odkaz:
https://doaj.org/article/9c78cac4150a4080833a3fe77308eca2
Autor:
栗雪娟(LI Xuejuan), 刘瑜欣(LIU Yuxin)
Publikováno v:
Zhejiang Daxue xuebao. Lixue ban, Vol 51, Iss 6, Pp 702-711 (2024)
Physics-informed neural network (PINN) had been proved to be an effective tool for solving partial differential equations and systems of equations. We used the PINN algorithm to obtain the numerical solution of the 1+1-dimensional KdV-mKdV equation,
Externí odkaz:
https://doaj.org/article/30c0dd799cb843c58f9f6d8f7b952dcb
Publikováno v:
International Journal of Numerical Methods for Heat & Fluid Flow, 2024, Vol. 34, Issue 8, pp. 2963-2985.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/HFF-11-2023-0709
Autor:
Jihahm Yoo, Haesung Lee
Publikováno v:
AIMS Mathematics, Vol 9, Iss 10, Pp 27000-27027 (2024)
In this paper, we study physics-informed neural networks (PINN) to approximate solutions to one-dimensional boundary value problems for linear elliptic equations and establish robust error estimates of PINN regardless of the quantities of the coeffic
Externí odkaz:
https://doaj.org/article/97ba240a77c5468c9958ebc08a727f12
Autor:
Hart, William D.1 whart1@macalester.edu
Publikováno v:
Political Theology. May2020, Vol. 21 Issue 3, p269-273. 5p.
Autor:
White, Carol Wayne1 carol.white@bucknell.edu
Publikováno v:
Political Theology. May2020, Vol. 21 Issue 3, p256-261. 6p.
Autor:
Sumanta Shagolshem, Chandan K, Malatesh Akkur, Bharti Kumari, Chander Prakash, T.V. Smitha, Naveen Kumar R
Publikováno v:
Partial Differential Equations in Applied Mathematics, Vol 12, Iss , Pp 100931- (2024)
The present study explores the unsteady flow of a nanoliquid past a stretching cylinder with the consequence of heat source/sink and chemical reaction. Additionally, the effect of nanoparticle aggregation, convective boundary conditions, and magnetic
Externí odkaz:
https://doaj.org/article/8f48470c093b4aacbb45b51075f308cf
Autor:
K. Chandan, Pudhari Srilatha, K. Karthik, M.E. Raghunandan, K.V. Nagaraja, E.A. Gopalakrishnan, R.S. Varun Kumar, Fehmi Gamaoun
Publikováno v:
Case Studies in Thermal Engineering, Vol 64, Iss , Pp 105423- (2024)
The significance of radiation and inclination on the temperature dispersion of the wavy porous fin has been addressed in the present study. Also, the influence of convection and internal heat generation on the thermal dissipation of the inclined wavy
Externí odkaz:
https://doaj.org/article/87bd28e3b9f4459ab12c2b51427aa238
Autor:
WANCLEY O. PEDRUZZI, CARLOS EDUARDO R. DALLA, WELLINGTON B. DA SILVA, DAMARIS GUIMARÃES, VERSIANE A. LEÃO, JULIO CESAR S. DUTRA
Publikováno v:
Anais da Academia Brasileira de Ciências, Vol 96, Iss 4 (2024)
Abstract Fixed-bed columns are a well-established water purification technology. Several models have been constructed over the decades to scale up and predict the breakthrough curve of an adsorption column varying the flow rate, length, and initial c
Externí odkaz:
https://doaj.org/article/1066331d3f1340419aa9a3ab69d59913
Publikováno v:
In Particuology January 2025 96:126-138