Results 261 to 270 of about 24,891 (361)

Comparison of DeePMD, MTP, GAP, ACE and MACE Machine‐Learned Potentials for Radiation‐Damage Simulations: A User Perspective

Advanced Intelligent Discovery, EarlyView.
The authors evaluated six machine‐learned interatomic potentials for simulating threshold displacement energies and tritium diffusion in LiAlO2 essential for tritium production. Trained on the same density functional theory data and benchmarked against traditional models for accuracy, stability, displacement energies, and cost, Moment Tensor Potential ...
Ankit Roy, Ram Devanathan, Sarah Allec, Giridhar Nandipati, Andrew M. Casella, David J. Senor, Duane D. Johnson, Ganesh Balasubramanian, Ayoub Soulami   +8 more
wiley   +1 more source

A validated workflow for the design and certification of below-the-hook lifting devices integrating finite element analysis and physical proof testing. [PDF]

Sci Rep
Habib ES, Shamso E.
europepmc   +1 more source

Influence of stiffeners on a variable stiffness laminate optimisation

, 2016
R.P.J. Laan
openalex   +1 more source

Additive Manufacturing of Continuous Fiber Composite Curved Thin-Walled Structures with Conformal Honeycomb-Stiffeners Based on Topology Optimization

Yang Chen, Shikai Jing, Chunzu Liang, Zihao Wang, Fengjiao Bin, Xiangxiao Bu, Jinlong Zhang, Zhiping Ling, Xianda Wang, Ruixiong Zhang, Wei Li, Xiao Dengbao   +11 more
openalex   +1 more source

Interpretability and Representability of Commutative Algebra, Algebraic Topology, and Topological Spectral Theory for Real‐World Data

Advanced Intelligent Discovery, EarlyView.
This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley   +1 more source

Theoretical analysis of prestressed unequal-walled rectangular concrete-filled steel beams. [PDF]

Sci Rep
Su Q, Zhang Z, Li S.
europepmc   +1 more source

Experimental validation and numerical analyses of a new steel post-tensioned connection for high-seismic- performance moment-resisting frames [PDF]

, 2012
Karavasilis, Theodore, Uy, Brian, Vasdravellis, George   +2 more
core  

VIBRATION OF PLATES SUPPORTED BY INTERSECTING SETS OF STIFFENERS. Final Report.

, 1972
C.O. Varan
openalex   +2 more sources

Data‐Driven Design of Bimodal Networked Dielectric Elastomers for High‐Performance Artificial Muscles

Advanced Intelligent Systems, EarlyView.
A data‐efficient artificial intelligence‐assisted framework, which integrates experimental data with machine learning, is developed for the design of bimodal networked dielectric elastomers (DEs) as advanced artificial muscles. It adopts neural networks to predict DEs’ mechanical properties and support vector machines to classify electromechanical ...
Ofoq Normahmedov, Hanzhi Ma, Junbo Peng, Huifeng Dong, Jiangshan Zhuo, Mengke Shi, Lvting Wang, Shengchao Jiang, Ye Shi   +8 more
wiley   +1 more source