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Micro‐Mechanism Informed Neural Networks for Process‐Property Prediction in Laser Powder Bed Fusion
Artificial Intelligence for Engineering, Volume 2, Issue 2, Page 158-179, June 2026.Hard physics embedding, where neural networks learn residuals relative to analytical baselines, substantially outperforms soft loss‐function constraints for extrapolation in LPBF process–property prediction. Physics integration architecture determines generalization capability more than constraint quantity.
Yo‐Lun Yang
wiley +1 more source
Ductility Tuning via Cluster Network Characteristics of Porous Components
Advanced Materials Technologies, Volume 11, Issue 10, 22 May 2026.Network optimization via cluster characteristics induced by interaction of stress concentration is proposed, demonstrating increased cluster size and dispersion in non‐uniform porous components. The optimized structures exhibit, for the first time, that enhanced ductility and damage progression is controllable through zigzag cluster network designed by
Ryota Toyoba +4 more
wiley +1 more source
Selective laser melting of tungsten carbide reinforced maraging steel composite [PDF]
, 2018 In this work, tungsten carbide (WC) reinforced maraging steel matrix composites were in-situ manufactured by selective laser melting (SLM) from powder mixture.
Min Liu +13 more
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Electrochemical Corrosion Characteristics of Maraging Steel Welds Depending on Chromium Content
International Journal of Electrochemical Science, 2014 The corrosion behavior of maraging steel weldments which depend on Cr content has been studied, and electrochemical experiments were conducted changing the immersion time in chloride solution.
S.W. Kim, H.W. Lee
doaj +1 more source
steel research international, Volume 97, Issue 5, Page 2672-2692, May 2026.This work demonstrates that replacing Ti with Nb in maraging steel forms nanoscale Nb–Mo particles along boundaries, strengthening the alloy without relying on Ti phases. Heat‐treatment tuning promotes uniform crystal orientation and balanced grain boundaries, enabling strong yet ductile behavior.
Mohamad Masoumi +14 more
wiley +1 more source
Virtual and Physical PrototypingA novel steel 18Ni-4Ti was designed by fine-tuning the composition of conventional maraging steel through in-situ alloying with titanium during laser-directed energy deposition (LDED), combined with processing parameters adjustment, to improve the ...
Zhiyuan Liu +10 more
doaj +1 more source
Fatigue &Fracture of Engineering Materials &Structures, Volume 49, Issue 4, Page 1313-1326, April 2026.ABSTRACT The newly introduced high manganese high strength (C + N) steel Printdur HSA was developed for the additive manufacturing process PBF‐LB/M. It consists of a fully austenitic grain structure. This study aims to evaluate the cyclic plastic material behavior of this (C + N) steel.
Jakob Blankenhagen +6 more
wiley +1 more source
Effects of laser peening on maraging steel
, 2020 Laser Shock Peening (LSP) has the ability to change the mechanical properties of the material. For the purpose of this study, the material in discussion would be additively manufactured maraging steel.
Wong, Kenneth Zhi Hao
core
Micromachines, 2022 Although the application of mathematical optimization methods for controlling machining processes has been the subject of much research, the situation is different for µ-WEDM.
Ľuboslav Straka +3 more
doaj +1 more source
Effect of combined tempering and aging in the austenite reversion, precipitation, and tensile properties of an additively manufactured maraging 300 steel [PDF]
, 2021 Maraging 300 is an ultrahigh strength steel with significant alloy addition, resulting in a martensitic matrix hardened by precipitation through aging treatment. In these steels, intercritical tempering can provide reverted austenite and precipitation of
Ávila, Julián Arnaldo +5 more
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