Results 91 to 100 of about 1,586 (147)

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

Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks. [PDF]

Proc Natl Acad Sci U S A
Gao ML, Williams JP, Kutz JN.
europepmc   +1 more source

Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning

International Journal for Numerical Methods in Engineering, Volume 127, Issue 14, 30 July 2026.
ABSTRACT We propose a Newton‐based scheme, initialized by neural operator predictions, to accelerate the parametric solution of nonlinear problems in computational solid mechanics. First, a physics‐informed neural operator based on conditional neural fields or Fourier neural operators is trained to approximate the nonlinear parametric solution of the ...
Kianoosh Taghikhani, Yusuke Yamazaki, Jerry Paul Varghese, Markus Apel, Reza Najian Asl, Shahed Rezaei   +5 more
wiley   +1 more source

A fast, accurate and oscillation-free spectral collocation solver for high-dimensional transport problems. [PDF]

Sci Rep
Cavallini N, Manzini G, Funaro D, Favalli A.   +3 more
europepmc   +1 more source

Advancing Aquifer Characterization Through the Integration of Satellite Geodesy, Geomechanics, and Bayesian Inference

Geophysical Research Letters, Volume 53, Issue 14, 28 July 2026.
Abstract Unsustainable rates of groundwater (GW) depletion make GW management a priority. Effective GW management is hindered by the uncertainty in the predictions of aquifer models, but the increase of geodetic surface deformation data can improve aquifer characterization.
Amal Alghamdi, Marc A. Hesse, Jingyi Chen, Omar Ghattas   +3 more
wiley   +1 more source

Deep eutectic solvent-induced nanostructuring of cellulose gels: Review of mechanisms, properties, and applications. [PDF]

Bioact Mater
Chibac-Scutaru AL, Biliuta G, Baron RI, Coseri S.   +3 more
europepmc   +1 more source

Upcycling Silicon as Heterogeneous Palladium Catalysts: Heck–Cassar Cross‐Coupling in Batch and Flow Conditions

ChemSusChem, Volume 19, Issue 13, 14 July 2026.
Silicon application as a support for Pd Nanoparticle catalysts in Heck–Cassar cross‐coupling under continuous flow. Electronic waste and end‐of‐life photovoltaic modules are positioning silicon as a high‐value material that will increasingly enter the waste stream in the coming years.
Tian Sang, Giulia Brufani, Tommaso Scarabottini, Sofiya Zabelinskaya, Dmitri Gelman, Francesco Mauriello, Luigi Vaccaro   +6 more
wiley   +1 more source

Physics-informed neural networks for physiological signal processing and modeling: a narrative review. [PDF]

Physiol Meas
Zhao A, Fattahi D, Hu X.
europepmc   +1 more source

Advancements in plant-derived exosome-like vesicles: Versatile bioactive carriers for targeted drug delivery systems. [PDF]

J Pharm Anal
Shen H, Li S, Lin L, Wu Q, Dong Z, Xu W.
europepmc   +1 more source

An Inverse Signorini Obstacle Problem. [PDF]

Arch Ration Mech Anal
de Hoop MV, Lassas M, Lu J, Oksanen L, Zhao Z.   +4 more
europepmc   +1 more source