Results 121 to 130 of about 1,491 (210)

Artificial neural network paradigm of magneto-thermal behavior in tangent hyperbolic hybrid-nanofluid flow. [PDF]

Sci Rep
Athar T, Qureshi H, Muhammad T.
europepmc   +1 more source

Deep Energy Method for Large Deformation Analysis of Isotropic and Inhomogeneous Hyperelastic Ellipsoidal Pressurized Structures

International Journal for Numerical Methods in Engineering, Volume 127, Issue 14, 30 July 2026.
ABSTRACT The accurate prediction of displacement and stress fields in pressure vessels is essential for the safe and reliable design of these structures, particularly when dealing with nonlinear behavior such as that of hyperelastic functionally graded materials (FGMs).
Nasser Firouzi, Shaofan Li, Timon Rabczuk   +2 more
wiley   +1 more source

A novel hyperbolic tangent-augmented controller framework for temperature control in jacketed continuous stirred tank reactors. [PDF]

Sci Rep
Izci D, Ekinci S, Ökten İ, Çınar RF, Rashdan M, Salman M, Bektaş Güneş B, Ahmad MA.   +7 more
europepmc   +1 more source

Effects of Slip and Hall on the Peristaltic Transport of a Hyperbolic Tangent Fluid in a Planar Channel [PDF]

International Journal of Engineering Research and, 2019
openaire   +1 more source

A Matrix‐Free, Scalable, and Robust Implicit Material Point Method

International Journal for Numerical Methods in Engineering, Volume 127, Issue 14, 30 July 2026.
ABSTRACT An implicit material point method is presented using a new dynamic relaxation solver, allowing for a simple and efficient quasi‐static formulation that may be readily implemented in existing explicit‐dynamic codes. The use of dynamic relaxation and aggregation is shown to produce an extremely robust material point method scheme, with good ...
Sam J. V. Sutcliffe, William M. Coombs, Wangcheng Zhang, Ravindra Duddu, Giuliano Pretti, Charles E. Augarde   +5 more
wiley   +1 more source

Deep Learning‐Based Phase‐Field Modelling of Brittle Fracture in Anisotropic Media

International Journal for Numerical Methods in Engineering, Volume 127, Issue 13, 15 July 2026.
ABSTRACT This work presents a variational physics‐informed deep learning framework for phase‐field modelling of brittle crack propagation in anisotropic media. Previous variational energy‐based neural network (NN) approaches have focused on second‐order, isotropic phase‐field fracture formulations and have relied on fully connected NNs.
Nojus Plungė, Peter Brommer, Rachel S. Edwards, Emmanouil G. Kakouris   +3 more
wiley   +1 more source

Thermodynamics à la Souriau on Kähler Non-Compact Symmetric Spaces for Cartan Neural Networks. [PDF]

Entropy (Basel)
Fré PG, Sorin AS, Trigiante M.
europepmc   +1 more source

Unsteady MHD flow of tangent hyperbolic ternary hybrid nanofluid in a darcy-forchheimer porous medium over a permeable stretching sheet with variable thermal conductivity. [PDF]

F1000Res
Tsegaye Moltot A, Haile Gorfie E, Awgichew Zergaw G, Dessie H.   +3 more
europepmc   +1 more source

Numerical analysis for tangent-hyperbolic micropolar nanofluid flow over an extending layer through a permeable medium. [PDF]

Sci Rep, 2023
Moatimid GM, Mohamed MAA, Gaber AA, Mostafa DM.   +3 more
europepmc   +1 more source

Effect of nonlinear thermal radiation and Cattaneo-Christov heat and mass fluxes of Williamson hybrid nanofluid over a stretching porous sheet. [PDF]

F1000Res
Tsegaye A, Haile E, Awgichew G, Dessie H.   +3 more
europepmc   +1 more source