Simultaneous Optimization of Design Layout and Material Properties in Reinforced Concrete Structures
ABSTRACT The sustainable transformation of the building sector requires the design of mechanically efficient civil engineering structures, the consideration of material properties in the design layout plays an important role in this context. Steel‐reinforced concrete is an anisotropic bi‐material composite, which represents one of the most popular ...
Daniela Masarczyk +2 more
wiley +1 more source
JODS-PD: Single-Layer Primal-Dual Dynamical Optimization for IRS-Assisted NOMA Beamforming. [PDF]
Shi Y, Peng P, Wang Z.
europepmc +1 more source
Spatial and Feature-selective Attention Have Distinct, Interacting Effects on Population-level Tuning. [PDF]
Goddard E, Carlson TA, Woolgar A.
europepmc +1 more source
Global Graph Surrogates and Neural Graph Elements for Computational Mechanics
ABSTRACT Machine learning surrogates are increasingly used to accelerate physics‐based simulations by predicting full‐field responses at a fraction of the computational cost. In this contribution, we present two complementary graph‐based approaches for surrogate modelling in computational mechanics.
Rutwik Gulakala, Marcus Stoffel
wiley +1 more source
Efficient and Accurate Modeling of Anisotropic Electrostatic Landscapes in Amorphous Organic Semiconductor Films. [PDF]
Kim Y +6 more
europepmc +1 more source
A neuronal prospect theory model in the brain reward circuitry. [PDF]
Imaizumi Y +4 more
europepmc +1 more source
Gradient Flows on Sparse Representations for PDE‐Regularized Inverse Problems
ABSTRACT In this short paper, we summarize the theory of Atomic Gradient Flows (AGF) introduced in (Amend, Carioni and Zemas, arxiv:2603.25675, 2026), which provides a framework to construct gradient flows on sparse representations for convex regularized optimization problems.
Christian Amend, Marcello Carioni
wiley +1 more source
Direction of impact for explainable risk assessment modeling. [PDF]
Borgonovo E +5 more
europepmc +1 more source
Behavioral Analytics for Myopic Agents. [PDF]
Mintz Y +4 more
europepmc +1 more source
Combining phenomic and genomic selection for pea breeding improvement
Abstract Pea (Pisum sativum L.) is a strategic crop in the development of sustainable agriculture. However, the genetic gain remains limited despite advances in breeding. Genomic selection holds promise to accelerate varietal improvement, but its high implementation cost restricts its use in crops.
Anthony Klein +15 more
wiley +1 more source

