Results 191 to 200 of about 3,768,610 (218)

Compression of Polyconvex Envelopes of Isotropic Functions via Monotonic Input Convex Neural Networks

Proceedings in Applied Mathematics and Mechanics, Volume 26, Issue 4, December 2026.
ABSTRACT This work presents a novel neural‐network compression approach for polyconvex envelopes of isotropic functions. The approach relies on a classical sufficient criterion for polyconvexity and is particularly suited for the representation of determinant‐constrained energy densities arising in non‐linear elasticity.
Timo Neumeier, Julian Salmon
wiley   +1 more source

Numerical Analysis of BIMs for Stochastic SIR and SIS Models with Variable Contact Diffusion Rates. [PDF]

J Math Biol
Schurz H, Tosun K.
europepmc   +1 more source

Topology, Orientation and Fiber Path Optimization for Layered Anisotropic Materials

Proceedings in Applied Mathematics and Mechanics, Volume 26, Issue 4, December 2026.
ABSTRACT Topology optimization and additive manufacturing complement each other: the freedom offered by design optimization enables the creation of complex, highly efficient structures that are often feasible only with additive manufacturing. However, most structural optimization methods assume isotropic material properties, an assumption that ...
Dustin Roman Jantos, Philipp Junker
wiley   +1 more source

Prediction of InSAR deformation time-series using improved LSTM deep learning model. [PDF]

Sci Rep
Soni R, Alam MS, Vishwakarma GK.
europepmc   +1 more source

Subspace Acceleration for Efficient Nonlinear Water Wave Simulation

International Journal for Numerical Methods in Fluids, Volume 98, Issue 10, Page 1165-1180, October 2026.
We introduce an exponentially weighted subspace acceleration technique to reduce GMRES iterations for solving the Poisson equation with time‐dependent coefficients in nonlinear, dispersive free‐surface flows governed by the incompressible Navier‐Stokes equations. The method significantly reduces memory requirements and computational complexity compared
Rasmus Kleist Hørlyck Sørensen, Margherita Guido, Allan Peter Engsig‐Karup, Daniel Kressner   +3 more
wiley   +1 more source

A logic-based knowledge-driven bidirectional multi-attention GRU framework for fear level classification in humans. [PDF]

Sci Rep
Joshva AA, Balasubramanian VK, Murugappan M.   +2 more
europepmc   +1 more source

LSTM-Transformer-Based Mine Pressure Prediction Using Hydraulic-Support Monitoring Data. [PDF]

Sensors (Basel)
Tao R, Lei X, Wan L, Wang Y, Xu N.
europepmc   +1 more source

Precipitation nowcasting with radar data for evaluating multiple horizons using U-Net-based algorithm in Eastern Amazon. [PDF]

PLoS One
Rocha R, Ferreira D, Oliveira E, Arruda H, Viademonte S, Paes AP, Jesus E, Costa C, Franco V, Saraiva I, Tedeschi R, Nogueira A, Alves R, Carvalho E.   +13 more
europepmc   +1 more source

A method for instrumental seismic intensity assessment in Western China based on RF and MLP. [PDF]

Sci Rep
Yang S, Qin Y, Xu W, Yu D, Xu C, Yang W, Zhao S.   +6 more
europepmc   +1 more source

Research on the stability of the ballast water tank on the offshore floating platform based on numerical simulation. [PDF]

PLoS One
Zheng H, Wang S, Li S, Wang X, Lu K, Li D, Xia L, Li Y, Wu B.   +8 more
europepmc   +1 more source