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

Deliverables

Simulations on different types of metamaterial cells

Report on simulations on different types of metamaterial cells. It contains mainly manuscripts with the simulations. It will be uploaded to the web-page of the project

Report on taken Communication and Dissemination Actions

A report, uploaded also to the web page, on all the communication and dissemination activities performed in the framework of the project.

Machine learning algorithms for the identification of fictitious internal variables

Report on Machine learning algorithms for the identification of fictitious internal variables.

Comparis. with mesh-based/Voronoi FGMM codes

Comparis. with mesh-based/Voronoi FGMM codes to highlight success of XS-Meta procedures

Structure-level continuum topology optimization algorithms, inc. wireframe

Structure-level continuum topology optimization algorithms, inc. wireframe.

Continuum-based models for 3DP material

Report on continuum-based models for 3DP material. Mainly manuscripts with the formulation and simulations. To be uploaded to the web-page

Crystal plasticity models for 3DP material including the presence of defects

Report on Crystal plasticity models for 3DP material including the presence of defects. Contains manuscripts of papers

Surrogate continuum models for metamaterial cells

Report on surrogate continuum models for metamaterial cells. Mainly manuscripts to be uploaded to the web-page of the project.

Crystal plasticity simulations for different cases (printing parameters, material)

Report on Crystal plasticity simulations for different cases (printing parameters, material). Contains mainly manuscripts/papers, plus additional cases/data

Stability conditions & implications in metamaterial cells (MM and surrogate models).

Stability conditions & implications in metamaterial cells (MM and surrogate models). Contains mainly manuscripts; to be uploaded to the web-page of the project

Report on Gender Equality Promotion in STEM actions
Report with mechanical curves of the metamaterials including extracted properties

Experimental tets 3: Report with mechanical curves of the metamaterials including extracted properties. These experimental data will be uploaded to the web-page, and published in scientific papers.

Metamaterial cell topology optimization algorithms

Metamaterial cell topology optimization algorithms. Containing manuscripts to be uploaded to the web-page of the project

Demonstrative open source codes

Some demonstrative open source codes of the procedures/technologies used in the project that can be released to the public (not subjected to protection)

Web portal

Web portal Initial setup will be continuously updated

Publications

A two-scale computational homogenization approach for elastoplastic truss-based lattice structures

Author(s): Hooman Danesh, Lisamarie Heußen, Francisco J. Montáns, Stefanie Reese, Tim Brepols
Published in: Results in Engineering, Issue 25, 2025, Page(s) 103976, ISSN 2590-1230
Publisher: Elsevier BV
DOI: 10.1016/j.rineng.2025.103976

Describing and Modeling Rough Composites Surfaces by Using Topological Data Analysis and Fractional Brownian Motion

Author(s): Antoine Runacher, Mohammad-Javad Kazemzadeh-Parsi, Daniele Di Lorenzo, Victor Champaney, Nicolas Hascoet, Amine Ammar, Francisco Chinesta
Published in: Polymers, Issue 15, 2025, Page(s) 1449, ISSN 2073-4360
Publisher: MDPI AG
DOI: 10.3390/polym15061449

Physics informed and data-based augmented learning in structural health diagnosis

Author(s): D. Di Lorenzo a, V. Champaney b, J.Y. Marzin c, C. Farhat d, F. Chinesta a b c
Published in: Computer Methods in Applied Mechanics and Engineering, Issue 414, 2023, Page(s) 116186, ISSN 0045-7825
Publisher: Elsevier BV
DOI: 10.1016/j.cma.2023.116186

Review of the Brain’s Behaviour after Injury and Disease for Its Application in an Agent-Based Model (ABM)

Author(s): Luis Irastorza-Valera, Edgar Soria-Gómez, José María Benitez, Francisco J. Montáns, Luis Saucedo-Mora
Published in: Biomimetics, Issue 9, 2025, Page(s) 362, ISSN 2313-7673
Publisher: MDPI AG
DOI: 10.3390/biomimetics9060362

A holistic study of the effect of geometrical and processing conditions on the static mechanical performance of LPBF strut elements

Author(s): Massimiliano Casata, Sergio Perosanz, Conrado Garrido, Daniel Barba
Published in: Materials & Design, Issue 247, 2024, Page(s) 113387, ISSN 0264-1275
Publisher: Elsevier BV
DOI: 10.1016/j.matdes.2024.113387

Physics-informed and graph neural networks for enhanced inverse analysis

Author(s): Daniele Di Lorenzo, Victor Champaney, Chady Ghnatios, Elias Cueto, Francisco Chinesta
Published in: Engineering Computations, 2024, ISSN 0264-4401
Publisher: Emerald Group Publishing Ltd.
DOI: 10.1108/ec-12-2023-0958

Designing necks and wrinkles in inflated auxetic membranes

Author(s): Sairam Pamulaparthi Venkata, Valentina Balbi, Michel Destrade, Giuseppe Zurlo
Published in: International Journal of Mechanical Sciences, Issue 268, 2024, Page(s) 109031, ISSN 0020-7403
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ijmecsci.2024.109031

Effect of the building direction on the high-temperature mechanical properties of an IN738LC superalloy processed by laser-powder bed fusion

Author(s): Jialiang Chen, Jinghao Xu, Johan Moverare, Luis A. Barrales-Mora
Published in: Materials Science and Engineering: A, Issue 909, 2024, Page(s) 146756, ISSN 0921-5093
Publisher: Elsevier BV
DOI: 10.1016/j.msea.2024.146756

NURBS-based shape parametrization enabling PGD-based space separability: Methodology and application

Author(s): Mohammad-Javad Kazemzadeh-Parsi, Angelo Pasquale, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Francisco Chinesta
Published in: Finite Elements in Analysis and Design, Issue 227, 2023, Page(s) 104022, ISSN 0168-874X
Publisher: Elsevier BV
DOI: 10.1016/j.finel.2023.104022

Data Completion, Model Correction and Enrichment Based on Sparse Identification and Data Assimilation

Author(s): Daniele Di Lorenzo, Victor Champaney, Claudia Germoso, Elias Cueto and Francisco Chinesta
Published in: Applied Science, Issue 20763417, 2022, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app12157458

An alloy-agnostic machine learning framework for process mapping in laser powder bed fusion

Author(s): Toby Wilkinson, Massimiliano Casata, Daniel Barba
Published in: Rapid Prototyping Journal, Issue 30, 2025, Page(s) 303-324, ISSN 1355-2546
Publisher: Emerald Group Publishing Ltd.
DOI: 10.1108/rpj-02-2024-0068

Challenges in two-scale computational homogenization of mechanical metamaterials

Author(s): Hooman Danesh, Tim Brepols, Stefanie Reese
Published in: PAMM- Procedings in Applied Mathematics and Mechanics, Issue volume 23, issue 1, 2023, Page(s) e202200139, ISSN 1617-7061
Publisher: Wiley
DOI: 10.1002/pamm.202200139

FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design

Author(s): Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols
Published in: Materials & Design, Issue 248, 2024, Page(s) 113491, ISSN 0264-1275
Publisher: Elsevier BV
DOI: 10.1016/j.matdes.2024.113491

SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures

Author(s): Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei
Published in: Journal of the Mechanics and Physics of Solids, Issue 203, 2025, Page(s) 106219, ISSN 0022-5096
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.jmps.2025.106219

Optimization of precharge placement in sheet molding compound process

Author(s): Fariba Ebrahimian, Sebastian Rodriguez, Daniele Di Lorenzo, Francisco Chinesta
Published in: International Journal of Material Forming, Issue 17, 2024, ISSN 1960-6206
Publisher: Springer-Verlag France
DOI: 10.1007/s12289-024-01836-w

On the data-driven description of lattice materials mechanics

Author(s): Ismael Ben-Yelun, Luis Irastorza-Valera, Luis Saucedo-Mora, Francisco Javier Montáns, Francisco Chinesta
Published in: Results in Engineering, Issue 22, 2025, Page(s) 102235, ISSN 2590-1230
Publisher: Elsevier BV
DOI: 10.1016/j.rineng.2024.102235

Low-voltage dielectric elastomer actuators by electro-mechanical resonance syntonization

Author(s): Sasan Rahmanian, Amin Alibakhshi, Hamza Mouharrar, José María Benitez, Francisco Javier Montáns
Published in: International Journal of Mechanical Sciences, Issue In press, available online, 2023, ISSN 0020-7403
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ijmecsci.2023.108758

The Semi-Penalized Updated Properties Model and Its Algorithm to Impose the Volume Fraction

Author(s): Amin Alibakhshi, Luis Saucedo-Mora
Published in: Materials, Issue 18, 2025, Page(s) 2972, ISSN 1996-1944
Publisher: MDPI Open Access Publishing
DOI: 10.3390/ma18132972

An Agent-Based Model to Reproduce the Boolean Logic Behaviour of Neuronal Self-Organised Communities through Pulse Delay Modulation and Generation of Logic Gates

Author(s): Luis Irastorza-Valera, José María Benítez, Francisco J. Montáns, Luis Saucedo-Mora
Published in: Biomimetics, Issue 9, 2025, Page(s) 101, ISSN 2313-7673
Publisher: MDPI AG
DOI: 10.3390/biomimetics9020101

Optimal velocity planning based on the solution of the Euler-Lagrange equations with a neural network based velocity regression

Author(s): Ghnatios, Chady; di Lorenzo, Daniele; Champaney, Víctor; Cueto, Elías; Chinesta, Francisco
Published in: Journal of Dynamical and Control Systems, Issue 1, 2023, ISSN 1573-8698
Publisher: Journal of Dynamical and Control Systems
DOI: 10.3934/dcdss.2023080

Elastomeric Cavity Opto‐Mechanics: Low‐Power Soliton Frequency Combs

Author(s): Sasan Rahmanian, Hamza Mouharrar, Amin Alibakhshi, Zeeshan Iqbal, Luis Saucedo‐Mora, Francisco Javier Montáns, Jan Awrejcewicz
Published in: Advanced Optical Materials, Issue 13, 2025, ISSN 2195-1071
Publisher: Wiley
DOI: 10.1002/adom.202402031

A spatial statistics framework for detection of build defects in laser powder bed fusion using on-axis photodiode sensors

Author(s): Toby Wilkinson, Paul Rendell, Daniel Barba, Callum Churchman
Published in: Progress in Additive Manufacturing, Issue 10, 2025, Page(s) 8065-8085, ISSN 2363-9512
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/s40964-025-01095-4

Optimal trajectory planning combining model-based and data-driven hybrid approaches

Author(s): Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elias Cueto, Francisco Chinesta
Published in: Advanced Modeling and Simulation in Engineering Sciences, Issue 11, 2024, ISSN 2213-7467
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s40323-024-00266-2

Programmable wrinkling for functionally-graded auxetic circular membranes

Author(s): Sairam Pamulaparthi Venkata a, Valentina Balbi a, Michel Destrade a b, Dino Accoto c, Giuseppe Zurlo
Published in: Extreme Mechanics Letters, Issue Vol 63, Sep 2023, 2023, Page(s) 102045, ISSN 2352-4316
Publisher: Elsevier Limited
DOI: 10.1016/j.eml.2023.102045

Modeling systems from partial observations

Author(s): Victor Champaney, Víctor J. Amores, Sevan Garois, Luis Irastorza-Valera, Chady Ghnatios, Francisco J. Montáns, Elías Cueto, Francisco Chinesta
Published in: Frontiers in Materials, Issue 9, 2022, ISSN 2296-8016
Publisher: Frontiers Media SA
DOI: 10.3389/fmats.2022.970970

Effective properties of centro-symmetric micropolar composites with non-uniform imperfect contact conditions

Author(s): V. Yanes a, Y. Espinosa-Almeyda b, R. Rodríguez-Ramos c d, C.F. Sánchez-Valdés b, F.J. Sabina e, F.J. Montans a f
Published in: European Journal of Mechanics - A/Solids, Issue Vol 101, 2023, ISSN 1873-7285
Publisher: Elsvier
DOI: 10.1016/j.euromechsol.2023.105038

Damage identification technique by model enrichment for structural elastodynamic problems

Author(s): D. Di Lorenzo, S. Rodriguez, V. Champaney, C. Germoso, M. Beringhier, F. Chinesta
Published in: Results in Engineering, Issue 23, 2025, Page(s) 102389, ISSN 2590-1230
Publisher: Elsevier BV
DOI: 10.1016/j.rineng.2024.102389

The Influence of Unit Cell Design on the Mechanical Properties of Ti6Al4V Lattice Structures Fabricated via Laser Powder Bed Fusion

Author(s): M. Casata, D. Patil, D. Barba
Published in: Civil-Comp Conferences, Proceedings of the Fifteenth International Conference on Computational Structures Technology, Issue 9, 2024, Page(s) 1-11
Publisher: Civil-Comp Press
DOI: 10.4203/ccc.9.2.3

Topology Optimization of Strain Energy Constrained 2D Elasto-Plastic Truss

Author(s): H. Shi, F.J. Montans Leal
Published in: Civil-Comp Conferences, Proceedings of the Fifteenth International Conference on Computational Structures Technology, Issue 9, 2024, Page(s) 1-10
Publisher: Civil-Comp Press
DOI: 10.4203/ccc.9.4.3

Computational Procedure for Finite Element Analysis of Functionally Graded Metamaterials

Author(s): V.H. Yanes Francisco, F.J. Montans Leal
Published in: Civil-Comp Conferences, Proceedings of the Fifteenth International Conference on Computational Structures Technology, Issue 9, 2024, Page(s) 1-13
Publisher: Civil-Comp Press
DOI: 10.4203/ccc.9.2.1

Damage-Based Criteria for the Combination of Offset Probabilistic Temporal Loads in Topological Optimization Designs

Author(s): L. Irastorza-Valera, L. Saucedo-Mora, F. Chinesta, F.J. Montans Leal
Published in: Civil-Comp Conferences, Proceedings of the Fifteenth International Conference on Computational Structures Technology, Issue 9, 2024, Page(s) 1-14
Publisher: Civil-Comp Press
DOI: 10.4203/ccc.9.2.2

Correlating Porosity and Photodiode Response in LPBF Manufactured Samples using Spatial Statistics

Author(s): T. Wilkinson, C. Churchman, D. Beer, B. Koe, D. Barba
Published in: Civil-Comp Conferences, Proceedings of the Fifteenth International Conference on Computational Structures Technology, Issue 9, 2024, Page(s) 1-14
Publisher: Civil-Comp Press
DOI: 10.4203/ccc.9.2.4

Automatic Process Mapping for Ti64 Single Tracks in Laser Powder Bed Fusion

Author(s): Toby Wilkinson, Massimiliano Casata, Daniel Barba
Published in: The Minerals, Metals & Materials Series, Materials Processing Fundamentals 2023, 2023, Page(s) 199-209
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-22657-1_17

Deliverables

Publications

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