Results 151 to 160 of about 12,396 (272)

Predicting the Yield Strength Ratio of Spring Steels via Machine Learning With Experimental Validation

cScience, Volume 2, Issue 2, June 2026.
ABSTRACT Spring steels are widely used in automotive and railway systems, in which service reliability is strongly affected by the yield strength ratio (YSR). However, accurate YSR prediction remains challenging because of the nonlinear coupling between alloy composition and heat‐treatment parameters, particularly when limited data are available.
Yingdong Fu, Dexin Zhu, Honghui Wu, Chunlei Shang, Shuize Wang, Junheng Gao, Haitao Zhao, Chaolei Zhang, Yuhe Huang, Xinping Mao   +9 more
wiley   +1 more source

A lightweight metallographic defect detection framework via structured priors and energy-aware attention under strong grain boundary interference. [PDF]

Sci Rep
Shen Z, Deng Q, Wu Z, Jin K, Zhong Y, Shi Y, Ling Y, Hu S.   +7 more
europepmc   +1 more source

Mechanical Property Comparison of AISI 5120 Steel Produced by LENS and DMD Systems

Engineering Reports, Volume 8, Issue 6, June 2026.
This study compares AISI 5120 steel produced by LENS and DMD processes, revealing trade‐offs in mechanical performance. LENS offers higher surface hardness and impact toughness, while DMD provides superior tensile strength and ductility. Findings guide process selection for application‐specific needs in automotive, aerospace, and heavy machinery ...
Thabiso Hopewell Sibisi, Ipfi Mathoho, Mxolisi Brendon Shongwe, Lerato Tshabalala, Samuel Skhosane, Rose Motau, Nomcebo Mndebele, Nontuthuzelo Vithi   +7 more
wiley   +1 more source

Thermal-mechanical coupling failure analysis and optimization of an exhaust manifold. [PDF]

MethodsX
Haiqiang L, Hao Z, Jian S.
europepmc   +1 more source

Experimental Investigations on the Energy Absorption of Aluminum TPMS Structures Under Dynamic Loading

Proceedings in Applied Mathematics and Mechanics, Volume 26, Issue 2, June 2026.
ABSTRACT Triply periodic minimal surfaces (TPMS) constitute a prominent class of cellular structures and have gained considerable attention in current research. These structures are genus‐infinite surfaces with zero mean curvature, which prevents self‐intersection. They also exhibit periodicity in all three spatial directions and exhibit enhanced multi‐
Sören Bieler, Denis Anders, Marcel Walkowiak, Kerstin Weinberg   +3 more
wiley   +1 more source

Analysis and Cost Calculation for the Selected Metallographic Samples Analyzed in the Laboratory of Honeywell Aerospace Olomouc

, 2013
Cílem této bakalářské práce je stanovení výsledné kalkulace metalografických vzorků, analýza dosavadních způsobů stanovení kalkulace a navrhnutí optimálního kalkulačního vzorce, podle kterého by se mohla společnost Honeywell Aerospace Olomouc řídit ...
Paprskář, David
core  

Patch-sampled contrastive learning for dense prediction pretraining in metallographic images. [PDF]

Sci Rep
Li M, Liu Y, Chen D, Bao J, Huo Y.
europepmc   +1 more source

Atom Probe Tomography‐Based Analysis of Residual Trace Elements in Advanced Metallic Materials

Rare Metals, Volume 45, Issue 6, June 2026.
ABSTRACT Residual trace elements inherited from raw materials strongly influence the mechanical and environmental performance of advanced metallic alloys and recycling materials due to preferable boundary/interface segregation and resultant embrittlement effects, yet their parts per million level concentrations pose significant challenges to ...
Congcong Li, Mingxuan Sun, Yi Song, Huihui Zhu, Wenyu Yang, Yiming Tang, Xiaoyuan Yuan, Bo Peng, Suihe Jiang, Xiangyang Peng, Guang Li, Guosheng Zhang, Xiongjun Liu, Hui Wang, Xiaobin Zhang, Yuan Wu, Xinping Mao, Zhaoping Lu   +17 more
wiley   +1 more source

A Finite Element Simulation-Informed Machine Learning Framework for Screening Average Thermal Stress Responses in SLM-Fabricated 316L Stainless Steel. [PDF]

Materials (Basel)
Zheng Y, Sheng S.
europepmc   +1 more source

Designing Additive‐Manufactured High‐Performance CoCrNi Matrix Composites Based on Grain Boundary Segregation

Rare Metals, Volume 45, Issue 6, June 2026.
ABSTRACT Through grain boundary segregation engineering, a crack‐free high‐strength CoCrNi medium‐entropy alloy (MEA) can be successfully fabricated via laser powder bed fusion (PBF‐LB). The influence of micron‐sized TiC particles on microstructural evolution, grain boundary segregation behavior, and mechanical properties was systematically ...
Cunliang Pan, Yuxuan Chen, Zhengyi Jin, Pinghu Chen, Hongmei Zhu, Xingwang Bai, Hao Luo, Xiaoqiang Li, Yinghao Zhou, Konrad Kosiba   +9 more
wiley   +1 more source