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

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

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

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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

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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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

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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

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

Hembert P., Ghnatios C., Cotton J., Chinesta F. Assessing Sensor Integrity for Nuclear Waste Monitoring Using Graph Neural Networks (2024) Sensors, 24 (5), art. no. 1580 https://doi.org/10.3390/s24051580

Hernandez Q., Badias A., Chinesta F., Cueto E. Thermodynamics-Informed Graph Neural Networks (2024) IEEE Transactions on Artificial Intelligence, 5 (3), pp. 967 - 976,  https://doi.org/10.1109/TAI.2022.3179681

Irastorza-Valera L., Benítez J.M., Montáns F.J., Saucedo-Mora L. An Agent-Based Model to Reproduce the Boolean Logic Behaviour of Neuronal Self-Organised Communities through Pulse Delay Modulation and Generation of Logic Gates (2024) Biomimetics, 9 (2), art. no. 101 https://doi.org/10.3390/biomimetics9020101

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

Jacquemain V., Cheuleu C., Ranc N., Castelnau O., Michel V., Vinci D., Favier V., Mocuta C., Thiaudiere D. Investigation of the mechanical work during ultrasonic fatigue loading using pulsed time-resolved X-ray diffraction (2024) Journal of Synchrotron Radiation, 31 (Pt 1), pp. 17 - 27, https://sam.ensam.eu/handle/10985/24976 https://hal.science/hal-04325014v1

Ji M., Colin X., Liu W., Chi X., Chatenet S., Wei W. Comparison of the performances and aging mechanisms of XLPE and EVA insulation during their thermal oxidative aging(2024) Polymer Degradation and Stability, 222, art. no. 110699 https://doi.org/10.1016/j.polymdegradstab.2024.110699

Mofakhami E., Gervat L., Fayolle B., Miquelard-Garnier G., Ovalle C., Laiarinandrasana L. Effect of fibre concentration on the mechanical properties of welded reinforced polypropylene (2024) Composites Part B: Engineering, 269, art. no. 111111, https://doi.org/10.1016/j.compositesb.2023.

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Panthier F., Chicaud M., Doizi S., Kutchukian S., Lapouge P., Solano C., Candela L., Daudon M., Berthe L., Corrales M., Traxer O. How much energy do we need to ablate 1 cubic millimeter of stone during Thulium Fiber Laser lithotripsy? An in vitro study (2024) World Journal of Urology, 42 (1), art. no. 57, https://doi.org/10.1007/s00345-023-04761

Panthier F., Berthe L., Ghnatios C., Smith D., Traxer O. From laser-on time to lithotripsy duration: how neural networks can refine “KIDNEY STONE CALCULATOR” predictions for ureteroscopic lithotripsy duration: preliminary results (2024) World Journal of Urology, 42 (1), art. no. 99 https://doi.org/10.1007/s00345-024-04882-w

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Torregrosa S., Muñoz D., Herbert V., Chinesta F. Parametric Metamodeling Based on Optimal Transport Applied to Uncertainty Evaluation (2024) echnologies, 12 (2), art. no. 20 https://doi.org/10.3390/technologies12020020

Varoto L., Lhuissier P., Roure S., Papillon A., Chosson M., Pauzon C., Bataillon X., Fivel M., Boller E., Lapouge P., Hébrard P., Martin G.Multi-scale Cu-Cr composites using elemental powder blending in laser powder-bed fusion (2024) Scripta Materialia, 242, art. no. 115957, https://doi.org/10.1016/j.scriptamat.2023.115957

Vibert C., Dupont A.-L., Dirrenberger J., Passas R., Ricard D., Fayolle B. Relationship between chemical and mechanical degradation of aged paper: fibre versus fibre–fibre bonds (2024) Cellulose, 31 (3), pp. 1855 - 1873, https://hal.science/hal-04380482v1


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