Results 181 to 190 of about 410,927 (229)

Deficits of the "Good" Eye in Amblyopia: Processing Geometric Properties. [PDF]

open access: yesInvest Ophthalmol Vis Sci
Zhu M, Liang J, Wang W, Deng H, Huang Y.
europepmc   +1 more source

Geometry physics neural operator solver for solid mechanics

open access: yesComputer-Aided Civil and Infrastructure Engineering, Volume 40, Issue 10, Page 1388-1404, 18 April 2025.
Abstract This study developed Geometry Physics neural Operator (GPO), a novel solver framework to approximate the partial differential equation (PDE) solutions for solid mechanics problems with irregular geometry and achieved a significant speedup in simulation time compared to numerical solvers. GPO leverages a weak form of PDEs based on the principle
Chawit Kaewnuratchadasorn   +3 more
wiley   +1 more source

Hybrid physics‐informed neural network with parametric identification for modeling bridge temperature distribution

open access: yesComputer-Aided Civil and Infrastructure Engineering, EarlyView.
Abstract This paper introduces a novel hybrid multi‐model thermo‐temporal physics‐informed neural network (TT‐PINN) framework for thermal loading prediction in composite bridge decks. Unlike the existing PINN applications in heat transfer that focus on simple geometries, this framework uniquely addresses multi‐material domains and realistic boundary ...
Yanjia Wang   +4 more
wiley   +1 more source

Hybrid deep learning model for predicting failure properties of asphalt binder from fracture surface images

open access: yesComputer-Aided Civil and Infrastructure Engineering, EarlyView.
Abstract Cracking impacts asphalt concrete durability primarily due to cohesive asphalt binder failures. The poker chip test has recently been introduced to better characterize the cracking potential of asphalt binders by fracturing a specimen in a realistic stress state to a thin binder film.
Babak Asadi   +4 more
wiley   +1 more source

Automated form‐finding method of spoke cable net structures using physics‐constrained neural network

open access: yesComputer-Aided Civil and Infrastructure Engineering, EarlyView.
Abstract The spoke cable‐net structure is a typical flexible tensile structure that relies solely on cables as load‐bearing components. Its unique topological characteristics, composed of ring cables and radial cables, determine that the main challenge in its form‐finding lies in controlling the spatial configuration of the inner ring.
Xuanzhi Li   +3 more
wiley   +1 more source

Symmetries of value

open access: yesNoûs, EarlyView.
Abstract Standard decision theory ranks risky prospects by their expected utility. This ranking does not change if the values of all possible outcomes are uniformly shifted or dilated. Similarly, if the values of the outcomes are negated, the ranking of prospects by their expected utility is reversed.
Zachary Goodsell
wiley   +1 more source

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