Stress concentration decoded: FEA-ML synergy overrides trial-and-error design in lightweight Mg-Al syntactic foams

Changyun Li(China University of Petroleum, Beijing), Wu Zhaolin(China National Petroleum Corporation (China)), Zijian Jiang(China University of Petroleum, Beijing), Qi Gao(China University of Petroleum, Beijing), Lin Jiang(China University of Petroleum, Beijing), Lei Xu(China University of Petroleum, Beijing), Shaoxiang Sun(China University of Petroleum, Beijing)
Composites Communications
September 10, 2025
10.1016/j.coco.2025.102586
Cited by 1

Related Papers

Highly dispersed Fe7S8 anchored on sp2/sp3 hybridized carbon boosting peroxymonosulfate activation for enhanced EOCs elimination though singlet oxygen-dominated nonradical pathway
|Journal of Hazardous Materials|2023|84
High-efficiency electro-Fenton process based on in-situ grown CoFeCe-LDH@CFs free-standing cathodes: Correlation of cerium and oxygen vacancies with H2O2
|Chemical Engineering Journal|2022|61
Recent Advance of Atomically Dispersed Dual‐Metal Sites Carbocatalysts: Properties, Synthetic Materials, Catalytic Mechanisms, and Applications in Persulfate‐Based Advanced Oxidation Process
|Advanced Functional Materials|2023|55
Electron transfer mechanism mediated nitrogen-enriched biochar encapsulated cobalt nanoparticles catalyst as an effective persulfate activator for doxycycline removal
|Journal of Cleaner Production|2022|52
A state-of-the-art review on heterogeneous catalysts-mediated activation of peracetic acid for micropollutants degradation: Classification of reaction pathways, mechanisms, influencing factors and DFT calculation
|Chemical Engineering Journal|2023|51