Record #943738 - RWTH Publications

XS-Meta

Cross-scale concurrent material-structure design using functionally-graded 3D-printed matematerials.

Grant period	2021-09-01 - 2025-08-31
Funding body	European Union
Call number	H2020-MSCA-ITN-2020
Grant number	956401
Identifier	G:(EU-Grant)956401

Note: The objective of the XS-Meta Innovative European Training Network project is to train a new generation of researchers in concurrent material-structure design of high-technology structural systems, using functionally graded 3D-printed metamaterials. By taking advantage of the unique technological opportunity that the revolution of 3D-printing (3DP) is bringing to industry and engineering, XS-Meta helps the European industry and future academic system by training a highly-educated, goal-oriented generation of scientists and engineers capable of developing high-tech, value-added products to maintain and increase its technological leadership, critical for high living standards in a global market XS-Meta takes full advantage of new 3D printing (3DP) possibilities at the microscale, to design functionally graded (FG), optimally architected, mechanical metamaterials (MMs) best-suited for the demands at every location in a component. XS-Meta constitutes a multidisciplinary change of paradigm on how engineering structural design has been performed to date, integrating the metamaterial design concurrently with the structural design through double inverse analyses and surrogate continuum models obtained by data-driven techniques. XS-Meta is a highly multidisciplinary and intersectoral project, involving leading high-tech companies in their field, a National Industrial and Research Centre and complementary leading academic research groups. XS-Meta has the right combination of excellence in research, academic training and industry experience, and high international and intersectoral mobility for developing innovation-oriented, entrepreneurial and creative researchers. XS-Meta involves “hands-on” experience for the recruited Early Stage Researchers (ESRs), including developing all the steps in the design, structural analysis, manufacturing and testing of high-technology prototypes.

Recent Publications

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Dissertation / PhD Thesis Danesh, H.RWTH* ; Reese, S. (Thesis advisor)RWTH* ; Cueto, E. (Thesis advisor)
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-10667]2025 = Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Pamulaparthi Venkata, S. (Corresponding author) ; Fu, Y. ; Fu, Y. ; Danesh, H.RWTH* ; Destrade, M. ; Balbi, V.
Wrinkling instability of 3D auxetic bilayers in tension
Journal of the mechanics and physics of solids 204, 106301 (2025) [10.1016/j.jmps.2025.106301]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Danesh, H. (Corresponding author)RWTH* ; Annamaraju, M. ; Brepols, T.RWTH* ; Reese, S.RWTH* ; Kalidindi, S. R.
Reduced-order structure-property linkages for stochastic metamaterials
Physical review materials 9(7), 075201 (2025) [10.1103/8zzt-4b7z]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article Rajaei Harandi, A. (Corresponding author)RWTH* ; Danesh, H.RWTH* ; Linka, K.RWTH* ; Reese, S.RWTH* ; Rezaei, S.
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures
Journal of the mechanics and physics of solids 203, 106219 (2025) [10.1016/j.jmps.2025.106219]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Danesh, H. (Corresponding author)RWTH* ; Annamaraju, M. ; Brepols, T.RWTH* ; Reese, S.RWTH* ; Kalidindi, S. R.
Reduced-order structure-property linkages for stochastic metamaterials
23 Seiten (2025) [10.48550/arXiv.2505.01283]2025 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article Danesh, H. (Corresponding author)RWTH* ; Heußen, L. A.RWTH* ; Montáns, F. J. ; Reese, S.RWTH* ; Brepols, T.RWTH*
A two-scale computational homogenization approach for elastoplastic truss-based lattice structures
Results in engineering 25, 103976 (2025) [10.1016/j.rineng.2025.103976]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Journal Article/Contribution to a book Danesh, H. (Corresponding author)RWTH* ; Di Lorenzo, D. ; Chinesta, F. ; Reese, S.RWTH* ; Brepols, T.RWTH*
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
Materials & Design 248, 113491 (2024) [10.1016/j.matdes.2024.113491] special issue: "Artificial Intelligence-Enabled Material Innovations / edited by Assoc. Professor Enrico Salvati (University of Udine, Udine,, Italy), Assist. Prof. Edoardo Rossi (Roma Tre University, Roma,, Italy), Professor Alexander M. Korsunsky (University of Oxford Department of Engineering Science, Oxford,, United Kingdom)"2024 OpenAccess Files BibTeX | EndNote: XML, Text | RIS