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

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

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

Auger T., Wang L.L., Johnson D.D., Gong X. First-principles study of grain-boundary wetting in Fe-Σ5(013)[100] tilt boundary (2024) Acta Materialia, 265, art. no. 119635, https://hal.science/hal-04367467v1

Chen Y., Monteiro E., Koutiri I., Favier V.Fatigue-constrained topology optimization using the constrained natural element method (2024) Computer Methods in Applied Mechanics and Engineering, 422, art. no. 116821 https://doi.org/10.1016/j.cma.2024.116821

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

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

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

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

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

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

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/s40323-024-00258-2

Ghnatios 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

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

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

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.

Mouloud A., Kerkour A., Colin X., Ait Cherif G., Benchaoui A.Investigating the impact of Cloisite® 15A nanoclays on the diffusivity of Irganox 1035 antioxidant in high-density polyethylene nanocomposite(2024) Journal of Applied Polymer Science ; Article in press  https://doi.org/10.1002/app.55308

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

Nguyen D.-V., Jebahi M., Champaney V., Chinesta F. Identification of material parameters in low-data limit: application to gradient-enhanced continua (2024) International Journal of Material Forming, 17 (1), art. no. 10, https://doi.org/10.1007/s12289-023-01807-7   -   https://sam.ensam.eu/handle/10985/24661   -   https://hal.science/hal-04371844v1

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

Rodriguez S., Pasquale A., Nguyen K., Ammar A., Chinesta F. A time multiscale based data-driven approach in cyclic elasto-plasticity(2024) Computers and Structures, 295, art. no. 107277https://doi.org/10.1016/j.compstruc.2024.107277

RICHAUD E., DELOZANNE J. Thermal oxidation of diallylbisphenol A - bismaleimide networks. Comonomer effect and kinetic modelling (2024) Polymer Degradation and Stability, 219, art. no. 110628, https://doi.org/10.1016/j.polymdegradstab.2023.110628

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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