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Fischer, T., Amiri, M., Kumpati, J., Hedström, P. & Borgenstam, A. (2025). 3D micromechanical interaction of thin-film retained austenite and lath martensite by computational plasticity. Scripta Materialia, 256, Article ID 116434.
Open this publication in new window or tab >>3D micromechanical interaction of thin-film retained austenite and lath martensite by computational plasticity
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2025 (English)In: Scripta Materialia, ISSN 1359-6462, E-ISSN 1872-8456, Vol. 256, article id 116434Article in journal (Refereed) Published
Abstract [en]

To exploit the full potential of advanced high-strength steels (AHSS), a more in-depth understanding of the complex micromechanical interaction of thin-film retained austenite (RA) and lath martensite is indispensable. Inspired by the medium-Mn steel microstructure, a three-dimensional micromechanical modeling approach is therefore proposed in the present work, embedding the thin RA films explicitly into the hierarchical lath martensite structure. This enables systematic studies of the effect of RA film thickness and volume fraction on the local stresses and strains as well as their partitioning within the microstructure. The investigations reveal that with shrinking RA volume fraction, both stress and especially strain heterogeneity in the thin-film RA intensifies. In the martensite blocks, stress and strain heterogeneity also intensifies, although stresses are generally more heterogeneously, and strains much more homogeneously, distributed than in RA. The results underline the key role of RA with thin-film morphology for further optimizing AHSS microstructures.

Place, publisher, year, edition, pages
Acta Materialia Inc, 2025
Keywords
Advanced high-strength steels, Martensite, Micromechanics, Microstructure, Retained austenite
National Category
Metallurgy and Metallic Materials Other Materials Engineering
Identifiers
urn:nbn:se:kth:diva-355955 (URN)10.1016/j.scriptamat.2024.116434 (DOI)001348555600001 ()2-s2.0-85207599110 (Scopus ID)
Note

QC 20241119

Available from: 2024-11-06 Created: 2024-11-06 Last updated: 2024-11-19Bibliographically approved
Zhou, T., Spartacus, G., Li, X., Guehairia, S., Fischer, T., Blankenburg, M. & Hedström, P. (2025). Direct evidence and kinetics of Cu precipitation in the austenite phase of a maraging stainless steel. Materials & design, 252, Article ID 113835.
Open this publication in new window or tab >>Direct evidence and kinetics of Cu precipitation in the austenite phase of a maraging stainless steel
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2025 (English)In: Materials & design, ISSN 0264-1275, E-ISSN 1873-4197, Vol. 252, article id 113835Article in journal (Refereed) Published
Abstract [en]

In this study, we investigate the precipitation kinetics of Cu in 15–5 PH maraging stainless steel during high-temperature thermal treatments in the fully austenitic state. This provides direct evidence that Cu precipitation can occur in the austenite phase of martensitic or ferritic steels. The kinetics of Cu precipitation in austenite are examined at 700 and 800 °C using in situ synchrotron small-angle and wide-angle X-ray scattering, complemented by atom probe tomography investigations to analyze the precipitates, particularly their chemistry, following heat treatment. The resulting experimental data, which include the evolution of size, volume fraction, number density and chemical composition, are used to inform precipitation kinetics modelling using the Langer-Schwartz-Kampmann-Wagner (LSKW) approach coupled with CALPHAD thermodynamic and kinetic databases. The simulations accurately capture the experimental data by adjusting the interfacial energy in an inverse modelling approach. The insight that Cu precipitation occurs in austenite and subsequently in martensite paves the way for design of hierarchical structures with a bi-modal particle size distribution of Cu precipitates with varying crystal structures and compositions. Additionally, the validated LSKW modelling approach establishes a foundation for designing Cu-alloyed high-performance steels, taking into account various manufacturing routes.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
CALPHAD-based modelling, Cu precipitation in austenite, In situ synchrotron SAXS/WAXS, Maraging stainless steel, Precipitation kinetics
National Category
Metallurgy and Metallic Materials Other Materials Engineering
Identifiers
urn:nbn:se:kth:diva-361784 (URN)10.1016/j.matdes.2025.113835 (DOI)001448297900001 ()2-s2.0-86000742744 (Scopus ID)
Note

QC 20250428

Available from: 2025-03-27 Created: 2025-03-27 Last updated: 2025-04-28Bibliographically approved
Cao, Y., Wu, S., Tang, S., Cao, G., Zhang, C., Hedström, P., . . . Liu, Z. (2025). Dynamic Deep Learning to Predict Mechanical Properties of High-Strength Low-Alloy Steels. Metallurgical and Materials Transactions. A, 56(1), 168-179
Open this publication in new window or tab >>Dynamic Deep Learning to Predict Mechanical Properties of High-Strength Low-Alloy Steels
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2025 (English)In: Metallurgical and Materials Transactions. A, ISSN 1073-5623, E-ISSN 1543-1940, Vol. 56, no 1, p. 168-179Article in journal (Refereed) Published
Abstract [en]

Modeling the relationship of properties with composition, process, and microstructure is important to designing and developing new steel products. As traditional Machine Learning (ML) relies only on digital data, it is incapable of treating multimodal information. In this paper, a Deep Learning (DL) method is proposed to predict mechanical properties of High-Strength Low-Alloy (HSLA) steels, in which both microstructural evolution during hot rolling and transformations during cooling are taken into account. Continuous Cooling Transformation (CCT) diagrams are generated based on hot rolling parameters and compositions and superimposed with Cooling Path (CP) curves to represent the dynamic changes of transformed products, which is perceived and processed by the Convolutional Neural Network (CNN) as inputs. By doing so, the multimodal model for predicting mechanical properties of high-grade pipeline steels was developed, which demonstrates superior prediction accuracy and stability over traditional data-driven ML models. Also, reverse visualization is performed to work out hotspots in cooling processes, which clearly demonstrates the interpretability of the DL model. This framework provides useful guidance for designing production routes of HSLA steels and can also be implemented for other high-strength steels.

Place, publisher, year, edition, pages
Springer Nature, 2025
National Category
Metallurgy and Metallic Materials Artificial Intelligence
Identifiers
urn:nbn:se:kth:diva-359946 (URN)10.1007/s11661-024-07633-z (DOI)001380496800014 ()2-s2.0-85208129790 (Scopus ID)
Note

QC 20250212

Available from: 2025-02-12 Created: 2025-02-12 Last updated: 2025-02-12Bibliographically approved
Sten, S., Odqvist, J., Norgren, S. M. & Hedström, P. (2025). Functional-gradient WC-TiC cemented carbides with alternative binders (Ni and Fe). International journal of refractory metals & hard materials, 131, Article ID 107214.
Open this publication in new window or tab >>Functional-gradient WC-TiC cemented carbides with alternative binders (Ni and Fe)
2025 (English)In: International journal of refractory metals & hard materials, ISSN 0263-4368, Vol. 131, article id 107214Article in journal (Refereed) Published
Abstract [en]

In this work we investigate the development of functionally graded cemented carbides, featuring macro gradients on the millimeter scale, where Fe, or Ni is the binder phase. Two composites, WC-Ni and WC-Fe with 20 % binder by volume were produced by addition of TiC on the surface of the samples before sintering at 1475 °C for 1 h. The sintered samples were analyzed using electron microscopy and microanalysis. For the Ni-binder sample, the results show a clear WC grain size gradient, with the smallest average grain size close to the TiC layer. This sample also exhibits compositional gradients, where Ni increases while Ti and C decrease from the added TiC layer and outward. The same effect of TiC addition on WC grain growth is observed in the Fe-binder sample, however, the effect is much smaller. The addition of Ti is known to influence the morphology of WC grains in Co-binder systems, and this effect is observed here in both Ni- and Fe-binder samples. WC growth ledges areobserved on the WC facets near the applied TiC layer where Ti levels in the binder are high. This suggests that the WC grain growth inhibition mechanism imposed by Ti is similar in these alternative binders as what has previously been reported for conventional Co-binders.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Alternative binder, Cemented carbide, Functional gradient material, Grain growth inhibition, Macro gradients
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:kth:diva-363404 (URN)10.1016/j.ijrmhm.2025.107214 (DOI)2-s2.0-105004414736 (Scopus ID)
Note

QC 20250516

Available from: 2025-05-15 Created: 2025-05-15 Last updated: 2025-05-19Bibliographically approved
Sten, S., Odqvist, J., Norgren, S. & Hedström, P. (2025). Gradient Structure Evolution During Sintering of WC-TiC-Co Cemented Carbides. JOM: The Member Journal of TMS, 77(4), 1979-1991
Open this publication in new window or tab >>Gradient Structure Evolution During Sintering of WC-TiC-Co Cemented Carbides
2025 (English)In: JOM: The Member Journal of TMS, ISSN 1047-4838, E-ISSN 1543-1851, Vol. 77, no 4, p. 1979-1991Article in journal (Refereed) Published
Abstract [en]

Functional gradient sintering of WC-TiC-Co cemented carbides was studied to reveal the effect of powder metallurgical processing conditions on compositional and microstructural, as well as hardness and toughness, gradients. The samples were created by local addition of TiC prior to sintering. Two different starting WC powders, one sub-micron and one medium-coarse, were used. Sintering at two different temperatures of 1410°C and 1475°C was compared. The local addition of TiC created a Ti/Co gradient that affected the structural evolution during sintering. The measured Ti/Co gradient after sintering at 1410°C and 1475°C differed, and the difference was especially apparent for the sample prepared using a sub-micron powder. After sintering at 1475°C, the sample prepared from the sub-micron powder exhibited a large WC grain size gradient and elongated or plate-like WC grains where the Ti concentration was high. In contrast, the sample prepared from the medium-coarse powder only showed a WC grain size gradient and no plate-like WC grain formation. It was also observed that the WC grain surfaces had growth ledges in both samples when the Ti content was enhanced, indicating the influence of Ti on the WC grain growth mechanism.

Place, publisher, year, edition, pages
Springer Nature, 2025
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:kth:diva-363585 (URN)10.1007/s11837-025-07127-2 (DOI)001415159100001 ()2-s2.0-85218816250 (Scopus ID)
Funder
Swedish Foundation for Strategic Research, RMA15-0062KTH Royal Institute of Technology
Note

QC 20250519

Available from: 2025-05-19 Created: 2025-05-19 Last updated: 2025-05-19Bibliographically approved
D'Elia, F., Hoseini-Athar, M. M., Vaddamanu, S. C., Ersson, M., Hedström, P. & Persson, C. (2025). Influence of melting mode on melt pool dynamics and microstructure in WE43 Mg alloy: A combined computational and experimental approach. Materials & design, 253, Article ID 113925.
Open this publication in new window or tab >>Influence of melting mode on melt pool dynamics and microstructure in WE43 Mg alloy: A combined computational and experimental approach
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2025 (English)In: Materials & design, ISSN 0264-1275, E-ISSN 1873-4197, Vol. 253, article id 113925Article in journal (Refereed) Published
Abstract [en]

In this study, laser-material interactions during laser-powder bed fusion of WE43 magnesium alloy were characterized through numerical and experimental analyses. Various melting modes (i.e., conduction, transition, and keyhole) were induced through deposition of laser tracks at powers ranging from 80 to 130 W, and used as input parameters for a thermo-fluid model. Results of microscopy demonstrated good agreement between numerical and experimental measurements of melt pool depth, as well as a strong correlation between melt pool microstructure and the thermo-fluid conditions predicted by the model. Specifically, for conduction mode at 80 W, a predominance of cellular subgrains within the melt pool was consistent with the predicted steep thermal gradients, while for keyhole mode at 130 W, low thermal gradients correlated with high presence of equiaxed dendrites. Moreover, convection currents attributed to high recoil pressure in keyhole melt pools, were in agreement with locations of numerous subgrain boundaries having non-uniform morphologies, while under conduction, outward Marangoni flow led to a unique alignment of cellular subgrains and fewer subgrain boundaries. This study demonstrates the interplay among processing, thermal history, fluid flow and microstructure in WE43, and provides a basis for future design of microstructures for improved material properties.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Computational modeling, Laser-powder bed fusion, Magnesium alloys, Melt pool, Microstructure, Solidification
National Category
Manufacturing, Surface and Joining Technology
Identifiers
urn:nbn:se:kth:diva-362547 (URN)10.1016/j.matdes.2025.113925 (DOI)2-s2.0-105002134119 (Scopus ID)
Note

QC 20250422

Available from: 2025-04-16 Created: 2025-04-16 Last updated: 2025-04-22Bibliographically approved
Liu, J., Das, Y., Korzhavyi, P. ., King, S. M., Odqvist, J. & Hedström, P. (2025). In-situ SANS observations on the magnetic-field-suppressed phase separation in duplex stainless steels. Scripta Materialia, 265, Article ID 116760.
Open this publication in new window or tab >>In-situ SANS observations on the magnetic-field-suppressed phase separation in duplex stainless steels
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2025 (English)In: Scripta Materialia, ISSN 1359-6462, E-ISSN 1872-8456, Vol. 265, article id 116760Article in journal (Refereed) Published
Abstract [en]

In-situ small-angle neutron scattering (SANS) experiments, with and without an applied magnetic field of 1.5 T, were performed for two duplex stainless steels: 22Cr-5Ni and 25Cr-7Ni (wt.%) during isothermal heat treatment at 450 ∘C. The kinetics of phase separation was suppressed by the external magnetic field in both steels; however, the suppression was much more pronounced in 25Cr-7Ni, where phase separation was nearly eliminated. The difference in magnetic energy contributions from the external field in each steel explain their different degrees of phase separation. The findings are believed to have large technical implications for mitigating low-temperature embrittlement in Fe-Cr-Ni based alloys.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Duplex stainless steel, Embrittlement, In-situ SANS, Magnetic field, Phase separation, Spinodal decomposition
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:kth:diva-363785 (URN)10.1016/j.scriptamat.2025.116760 (DOI)2-s2.0-105004889828 (Scopus ID)
Note

QC 20250602

Available from: 2025-05-21 Created: 2025-05-21 Last updated: 2025-06-02Bibliographically approved
Yildiz, A. B., Babu, P., Hansen, T. C. & Hedström, P. (2025). Manipulating the decomposition kinetics of a mixed carbide through small compositional adjustments. Journal of the European Ceramic Society, 45(5), Article ID 117081.
Open this publication in new window or tab >>Manipulating the decomposition kinetics of a mixed carbide through small compositional adjustments
2025 (English)In: Journal of the European Ceramic Society, ISSN 0955-2219, E-ISSN 1873-619X, Vol. 45, no 5, article id 117081Article in journal (Refereed) Published
Abstract [en]

Mixed (Ti,Zr)C offers significantly higher hardness compared to its monocarbide constituents owing to solid solution hardening. However, the (Ti,Zr)C system has a miscibility gap in which the carbide can decompose into TiC-rich and ZrC-rich phases at high temperature. This limits the utilization of (Ti,Zr)C, where structural stability at high temperatures is sought, but we here show, using in-situ neutron diffraction during aging at 1600 °C, how small additions of other carbides can significantly retard the decomposition. The effect on decomposition kinetics by addition of 1 mol% HfC or NbC is shown and thermodynamics calculations and scanning transmission electron microscopy experiments aid to propose that the altered decomposition kinetics can stem from a narrower miscibility gap and altered interface chemistry. Although the decomposition morphology suggests that phase separation proceeds through discontinuous precipitation, we find that only the TiC-rich decomposition product nucleates with a composition far from equilibrium and evolves with time.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Carbide, Computational thermodynamics, In-situ neutron diffraction, Phase separation
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:kth:diva-357913 (URN)10.1016/j.jeurceramsoc.2024.117081 (DOI)001373582600001 ()2-s2.0-85211070630 (Scopus ID)
Note

QC 20250113

Available from: 2024-12-19 Created: 2024-12-19 Last updated: 2025-01-28Bibliographically approved
Yu, S., Spartacus, G., da Silva, M., Pingel, T. N., Åberg, L. M., Spolander, E., . . . Stormvinter, A. (2025). Micro-focused X-ray diffraction imaging analysis of Fe nitrides and carbides in the compound layer of nitrocarburized and gas nitrided steel surfaces. Materials Today Communications, 47, Article ID 112950.
Open this publication in new window or tab >>Micro-focused X-ray diffraction imaging analysis of Fe nitrides and carbides in the compound layer of nitrocarburized and gas nitrided steel surfaces
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2025 (English)In: Materials Today Communications, ISSN 2352-4928, Vol. 47, article id 112950Article in journal (Refereed) Published
Abstract [en]

Thermochemical treatments like nitrocarburizing and gas nitriding form hardened surface layers of iron nitrides and carbides, improving wear, fatigue, and corrosion resistance in loaded components made of steel. This study employs micro-focused X-ray diffraction (µXRD) imaging at a synchrotron facility to characterize the microstructure of nitrocarburized and gas-nitrided steel surfaces in three steel grades (46MnVS3, 34CrNiMo6, 16CrMnNiMo9–5–2). Through line profile analysis with fine-step mesh grid scanning, we spatially resolve phase distributions and elastic strains in the compound layer. The ε-phase exhibits isotropic residual strain, transitioning from expansion to compression with depth, while the γ’-phase displays anisotropic strain, expanding perpendicular to the surface and compressing parallel to it. These findings highlight µXRD's potential for detailed structural analysis, enabling optimization of surface hardening processes.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Coatings, Steel, Synchrotron radiation, Thermal treatment, X-ray diffraction
National Category
Materials Engineering
Identifiers
urn:nbn:se:kth:diva-364433 (URN)10.1016/j.mtcomm.2025.112950 (DOI)2-s2.0-105007294099 (Scopus ID)
Note

QC 20250613

Available from: 2025-06-12 Created: 2025-06-12 Last updated: 2025-06-13Bibliographically approved
Heshmati, N., Hoseini-Athar, M. M., Olsson, E., Borgenstam, A., Sieurin, H., Larsson, J., . . . Hedström, P. (2025). On the overlooked role of microstructure to explain post-punching fatigue performance of advanced high-strength steel. Materials Science & Engineering: A, 927, Article ID 147946.
Open this publication in new window or tab >>On the overlooked role of microstructure to explain post-punching fatigue performance of advanced high-strength steel
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2025 (English)In: Materials Science & Engineering: A, ISSN 0921-5093, E-ISSN 1873-4936, Vol. 927, article id 147946Article in journal (Refereed) Published
Abstract [en]

This study compares the role of microstructure on post-punching fatigue properties in three advanced high- strength steels (AHSSs) with a high-strength low-alloy (HSLA) steel commonly used in heavy-duty truck chassis. Microstructure characterization, tensile testing, high cycle fatigue (HCF) testing, fatigue crack growth rate (FCGR) testing, and neutron residual stress measurements are conducted. Punching significantly alters the microstructure, causing microstructure refinement, sub-grain formation, defect creation, tensile residual stresses, and a work-hardened shear-affected zone (SAZ) around, and a rough fracture zone, inside the punched hole. At 105 cycles, the HCF performance is primarily governed by the fatigue crack growth resistance of the as-rolled microstructure, with minimal sensitivity to punching. However, near the fatigue limit, post-punching fatigue failure is strongly related to strain localization when significant strength difference exists between micro- constituents (e.g., martensite and ferrite). Strain localization also promotes sub-grain formation, reducing the local threshold stress intensity factor range (Delta Kth), thus facilitating fatigue crack initiation. In microstructures with smaller strength differences (e.g., ferrite and bainite), sub-grains, together with surface roughness and residual stress, contribute significantly to the post-punching fatigue limit reduction. These findings provide insights into mechanisms of punching-induced fatigue performance degradation, offering potential strategies to optimize fatigue performance of AHSS for new applications.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Advanced high-strength steel (AHSS), Hole punching, Fatigue, Crack initiation, Multiphase microstructure, Microscopy
National Category
Applied Mechanics
Identifiers
urn:nbn:se:kth:diva-361074 (URN)10.1016/j.msea.2025.147946 (DOI)001427709500001 ()2-s2.0-85217677191 (Scopus ID)
Note

QC 20250311

Available from: 2025-03-11 Created: 2025-03-11 Last updated: 2025-03-11Bibliographically approved
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ORCID iD: ORCID iD iconorcid.org/0000-0003-1102-4342

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