Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
Surrogate modeling and uncertainty quantification tasks for PDE systems are most often
considered as supervised learning problems where input and output data pairs are used for …
considered as supervised learning problems where input and output data pairs are used for …
Physics, electrochemistry, chemistry, and electronics of the vanadium redox flow battery by analyzing all the governing equations
CM Krowne - Physical Chemistry Chemical Physics, 2024 - pubs.rsc.org
The vanadium redox flow battery has been intensively examined since the 1970s, with
researchers looking at its electrochemical time varying electrolyte concentration time …
researchers looking at its electrochemical time varying electrolyte concentration time …
Ss antman je marsden l. sirovich
JKHPHJ Keener, JKBJMA Mielke, CSPKR Sreenivasan - 2005 - Springer
The main purpose of this chapter is to give a derivation, which is mathematically precise,
physically natural, and conceptually simple, of the quasilinear system of partial differential …
physically natural, and conceptually simple, of the quasilinear system of partial differential …
Momentum transfer of a Boltzmann-lattice fluid with boundaries
M Bouzidi, M Firdaouss, P Lallemand - Physics of fluids, 2001 - pubs.aip.org
We study the velocity boundary condition for curved boundaries in the lattice Boltzmann
equation (LBE). We propose a LBE boundary condition for moving boundaries by …
equation (LBE). We propose a LBE boundary condition for moving boundaries by …
An evaluation of lattice Boltzmann schemes for porous medium flow simulation
We quantitatively evaluate the capability and accuracy of the lattice Boltzmann equation
(LBE) for modeling flow through porous media. In particular, we conduct a comparative study …
(LBE) for modeling flow through porous media. In particular, we conduct a comparative study …
[图书][B] The energy method, stability, and nonlinear convection
B Straughan - 2013 - books.google.com
This book is a revised edition of my earlier book of the same title. The cur rent edition adopts
the structure of the earlier version but is much changed. The introduction now contains …
the structure of the earlier version but is much changed. The introduction now contains …
[图书][B] Stability and wave motion in porous media
B Straughan - 2008 - books.google.com
This book presents an account of theories of? ow in porous media which have proved
tractable to analysis and computation. In particular, the t-ories of Darcy, Brinkman, and …
tractable to analysis and computation. In particular, the t-ories of Darcy, Brinkman, and …
[图书][B] Homogenization methods for multiscale mechanics
CC Mei, B Vernescu - 2010 - books.google.com
In many physical problems several scales present either in space or in time, caused by
either inhomogeneity of the medium or complexity of the mechanical process. A fundamental …
either inhomogeneity of the medium or complexity of the mechanical process. A fundamental …
Experimental and numerical study of the geometrical and hydraulic characteristics of a single rock fracture during shear
X Xiong, B Li, Y Jiang, T Koyama, C Zhang - International Journal of Rock …, 2011 - Elsevier
Coupled shear-flow tests were conducted on two artificial rock fractures with natural rock
fracture characteristics under constant normal loading boundary conditions. Numerical …
fracture characteristics under constant normal loading boundary conditions. Numerical …
PEM fuel cells: a mathematical overview
K Promislow, B Wetton - SIAM Journal on Applied Mathematics, 2009 - SIAM
We present an overview of the mathematical issues that arise in the modeling of polymer
electrolyte membrane fuel cells. These issues range from nanoscale modeling of network …
electrolyte membrane fuel cells. These issues range from nanoscale modeling of network …