1. Abou Zeid S., Bencherif S., Ghasemi R., Gogoi R., Chouli Y., Gervais M., Dragoe D., Ghilane J., Siril P.F., Remita S. Radiation induced reduction of graphene oxide: a dose effect study (2024) New Journal of Chemistry, 48 (11), pp. 4749 - 4764, https://doi.org/10.1039/d4nj00167b
  2. Ahmadifar M., Benfriha K., Shirinbayan M., Aoussat A., Fitoussi J.Exploring fatigue characteristics of metallic boss-polymer liner adhesion in hydrogen storage tanks: Experimental insights post surface treatment (2024) Journal of Energy Storage, 75, art. no. 109771, https://doi.org/10.1016/j.est.2023.109771
  3. Aléon-Toppani A., Brunetto R., Dionnet Z., Rubino S., Baklouti D., Brisset F., Vallet M., Heripre E., Nakamura T., Lantz C., Djouadi Z., Borondics F., Sandt C., Troadec D., Mivumbi O., Matsumoto M., Amano K., Morita T., Yurimoto H., Noguchi T., Okazaki R., Yabuta H., Naraoka H., Sakamoto K., Tachibana S., Yada T., Nishimura M., Nakato A., Miyazaki A., Yogata K., Abe M., Okada T., Usui T., Yoshikawa M., Saiki T., Tanaka S., Terui F., Nakazawa S., Watanabe S.-I., Tsuda Y. Correlated IR-SEM-TEM studies of three different grains from Ryugu: From the initial material to post-accretional processes (2024) Geochimica et Cosmochimica Acta, 371, pp. 1 – 30  https://hal.science/hal-04506590v1
  4. Alkhuder A., Caro A.-S., Gervais M., Guinault A., Ienny P., Perrin D., Sollogoub C.Origin of an intermediate peak in DMTA analysis of multilayer ABS/PC samples(2024) Journal of Applied Polymer Science, 141 (6), art. no. e54926,. https://hal.science/hal-04426974
  5. Ammar A., Ben Saada M., Cueto E., Chinesta F. Casting hybrid twin: physics-based reduced order models enriched with data-driven models enabling the highest accuracy in real-time (2024) International Journal of Material Forming, 17 (2), art. no. 16, https://doi.org/10.1007/s12289-024-01812-4
  6. Arquier R., Sabatier H., Iliopoulos I., Régnier G., Miquelard-Garnier G.Role of the inter-ply microstructure in the consolidation quality of high-performance thermoplastic composites (2024) Polymer Composites, 45 (2), pp. 1218 - 122  https://sam.ensam.eu/handle/10985/24730 - https://hal.science/hal-04307955v1
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  10. Chicaud M., Traxer O., Panthier F. Pulsed Thulium:YAG laser: The impossible compromise between Ho:YAG and Thulium Fiber lasers for lithotripsy? [Laser Thulium:YAG pulsé: le compromis impossible entre Holmium:YAG et Thulium Fibré pour la lithotritie laser endocorporelle ?](2024) Progres en Urologie - FMC, 34 (2), pp. F32 - F35,  https://doi.org/10.1016/j.fpurol.2024.02.001
  11. Dhaliwal V., Pedersen C., Kadri K., Miquelard-Garnier G., Sollogoub C., Peixinho J., Salez T., Carlson A. Instability and rupture of sheared viscous liquid nanofilms (2024) Physical Review Fluids, 9 (2), art. no. 024201. https://hal.science/hal-04142997v1 
  12. El Fallaki Idrissi M., Praud F., Meraghni F., Chinesta F., Chatzigeorgiou G. Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures (2024) Journal of the Mechanics and Physics of Solids, 186, art. no. 105604 https://doi.org/10.1016/j.jmps.2024.105604
  13. Elkhalki B., Guerbois M., Tradan U., Berthe L.Implementation of the Almen intensity for the characterization of laser shock peening (2024) Optics and Laser Technology, 175, art. no.  10724,  https://doi.org/10.1016/j.optlastec.2024.110724 
  14. Fitoussi J., Nouira S., Benfriha K., Laribi M.A., Kallel A., Bi R.T., Shirinbayan M. Investigation of manufacturing process effects on microstructure and fatigue prediction in composite automotive tailgate design (2024) International Journal of Advanced Manufacturing Technology, 130 (9-10), pp. 4295 - 4310, https://doi.org/10.1007/s00170-024-12988-z
  15. Ghnatios C., Rodriguez S., Tomezyk J., Dupuis Y., Mouterde J., Da Silva J., Chinesta F. A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings (2024) Advanced Modeling and Simulation in Engineering Sciences, 11 (1 https://doi.org/10.1186/s40323-024-00258-2Ghnatios C., Cazacu O., Revil-Baudard B., Chinesta F. A new methodology for anisotropic yield surface description using model order reduction techniques and invariant neural network (2024) Journal of the Mechanics and Physics of Solids, 184, art. no. 105542,  https://doi.org/10.1016/j.jmps.2024.105542
  16.  Ghnatios C., Gravot E., Champaney V., Verdon N., Hascoët N., Chinesta F.Polymer extrusion die design using a data-driven autoencoders technique(2024) International Journal of Material Forming, 17 (1), art. no. 4https://doi.org/10.1007/s12289-023-01796-7
  17. Ciardi D., Rigatelli B., Richaud E., Cloitre M., Tournilhac F. Dual reconfigurable network from a semi-crystalline functional polyolefin (2024) Polymer, 297, art. no. 126864 https://doi.org/10.1016/j.polymer.2024.126864
  18.  Guilhaumon C., Hascoët N., Chinesta F., Lavarde M., Daim F. Data Augmentation for Regression Machine Learning Problems in High Dimensions (2024) Computation, 12 (2), art. no. 24  https://doi.org/10.3390/computation12020024
  19. Alkhuder A., Caro A.-S., Gervais M., Guinault A., Ienny P., Perrin D., Sollogoub C.Origin of an intermediate peak in DMTA analysis of multilayer ABS/PC samples(2024) Journal of Applied Polymer Science, 141 (6), art. no. e54926,. https://hal.science/hal-04426974
  20. Hao Q., Malhi Z., François P.M., Richaud E. Hyperelasticity modelling for thermally aged silicones (2024) Polymer Bulletin, 81 (2), pp. 1249 - 1268, https://doi.org/10.1007/s00289-023-04771-z
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  24. Jacot M., Champaney V., Torregrosa Jordan S., Cortial J., Chinesta F. Empowering optimal transport matching algorithm for the construction of surrogate parametric metamodel (2024) Mechanics and Industry, 25, art. no. 9, https://doi.org/10.1051/meca/2024001
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  30. Muñoz D., Torregrosa S., Allix O., Chinesta F.Empowering PGD-based parametric analysis with Optimal Transport (2024) Finite Elements in Analysis and Design, 228, art. no. 104049  https://hal.science/hal-04229863v1 
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