Results 181 to 190 of about 410,927 (229)
Deficits of the "Good" Eye in Amblyopia: Processing Geometric Properties. [PDF]
Zhu M, Liang J, Wang W, Deng H, Huang Y.
europepmc +1 more source
Geometry physics neural operator solver for solid mechanics
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
A comparative study of topological entropy characterization and graph energy prediction for Marta variants of covalent organic frameworks. [PDF]
Raza Z+3 more
europepmc +1 more source
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
Optimizing predictive models for evaluating the F-temperature index in predicting the π-electron energy of polycyclic hydrocarbons, applicable to carbon nanocones. [PDF]
Hayat S+5 more
europepmc +1 more source
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
Exploring a new topological insulator in β-BiAs oxide. [PDF]
Teshome T.
europepmc +1 more source
Automated form‐finding method of spoke cable net structures using physics‐constrained neural network
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
Sensitivity analysis and compensation for tooth surface deviation of spiral bevel gear machine tool. [PDF]
Yang J+5 more
europepmc +1 more source
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