1. Al Ghazal E., Mounayer J., Moya B., Rodriguez S., Ghnatios C., Chinesta F. Application of reduced-order models for temporal multiscale representations in the prediction of dynamical systems (2026) Comptes Rendus - Mecanique, 354, pp. 203 - 226, 

  2. Ammar A., Chinesta F.
    Inverse identification of a passive scalar source of pollution in large areas
    (2026) Atmospheric Environment, 372, art. no. 121873

  3. Andrieu, Baptiste; Cervantes-Barrón, Karla; Pant, Raghav; Barzin, Samira; Heydari, Mehrnoosh; Parpan, Gaël; Cullen, Jonathan}, The impact of mine ownership on trade of metal ores}, 2026,  Ressources, conservation et recyclage, 225 , 2026, 108647  
  4. Bouali M., Ababsa F., Meouche R.E., Sammuneh M.A., Salavati B., Viguier F.
    Physics-informed synthetic data and transformer-based segmentation for sinkhole detection in railway LiDAR point clouds
    (2026) ISPRS Journal of Photogrammetry and Remote Sensing, 236, pp. 487 - 

  5. Chen Y., Rodriguez S., Moya B., Chinesta F. Fatigue-constrained topology optimization for metamaterial microstructure design
    (2026) Computer Methods in Applied Mechanics and Engineering, 457, art. 

  6. Dong H., Margerit P., Rébillat M., Pruvost M., Mechbal N. Optimization of non-periodic P(VDF-TrFE) piezoelectric transducers for high-purity selective transduction of Lamb waves: Analytical, numerical, and experimental analysis (2026) Mechanical Systems and Signal Processing, 256, art. no. 114473,

  7. Dubent S., Hadjem-Hamouche Z., Gorny C., Florennes R. Additive manufacturing of Fe-TiB2 metal matrix composites: an investigation of microstructure and properties
     (2026) Emergent Matériaux, 9 (4), art. no. 88

  8. Elmaalouf O., Peyre P., Dietrich S., Dupuy C., Dirrenberger J. Laser scan-path-driven texture selection and sharpening in PBF-LB/M of Inconel 625 (2026) Journal of Materials Processing Technology, 353, art. no. 119332

  9. Garbelini M.L., Le Gac P.-Y., Le Gall M., Le Dain G., Haller S., Sotta P., Fayolle B. Oxidative Degradation of Highly Entangled Cross-Linked EPDM Elastomers: Impact on the Entanglement Network
    (2026) Journal of Polymer Science,

  10. García-Gascón C., Castelló-Pedrero P., Bas-Bolufer J., Chinesta F. 
    Deep learning-based wind estimation from multirotor UAV telemetry
    (2026) Aerospace Science and Technology, 177, art. no. 1121

  11. Ghnatios C., Attieh R.M., Panthier F. Demystifying logy – understanding models, applications, and clinical impact: a review from EAU endourology(2026) Current Opinion in Urology, 36 (1), pp. 66 - 71

  12. Gorpinich M., Moya B., Rodriguez S., Meraghni F., Jaafra Y., Briot A., Henner M., Leon R., Chinesta F Bridging data and physics: A graph neural network-based hybrid twin framework(2026) Results in Engineering, 30, art. no. 110784

  13. Hébrard P., Barkia B., Le Guen E., Dal M., Coste F., Peyre P. New insights on the pulsed wave L-PBF process. application to an AlSi10Mg aluminium alloy (2026) Progress in Additive Manufacturingh

  14. Ishida T., Richaud E.
    Coarse-Grained Molecular Dynamics Simulations of Oxidative Aging and Stabilization in Polymer Melts With Primary Antioxidants: Effects of Antioxidant Concentration and Molecular Architecture
    (2026) Journal of Vinyl and Additive Technology, 

  15. Jullin A., Hascoët N., Chinesta F., Espuche E.
    Prediction of oxygen barrier properties of polymer-based nanocomposite membranes by using machine learning: comparison of random forest and support vector machine models
    (2026) Polymer Testing, 159, art. no. 10

  16. Lefranc, Vivien; Gandiolle, Camille; Héripré, Eva; Fouvry, Siegfried; Aubin, Véronique}, Fracture toughness of fretting obtained TTS in Ti-6Al-4V by in situ notched beam test, Tribologie Internationale.  art. no. 214:111108 2026

  17. Leonardi S., Brisset F., Peyre P., Helbert A.-L., Tarantino M.G Microstructure and micromechanical properties of microcellular AlSi10Mg produced via LPBF
    (2026) Materials Characterization, 237, art. no. 116426,

  18. Márquez Costa J.P. Review of fracture characterization by delamination and debonding of polymer composite materials and bonded interfaces subjected to high temperature
    (2026) Mechanics of Advanced Materials and Structures, 33 (1), art. no. 24
    Review of fracture characterization by delamination and debonding of polymer composite materials and bonded interfaces subjected to high temperature (2026) Mechanics of Advanced Materials and Structures, 33 (1), art. no. 2466075, 
     

  19. McGeehan M., Durand-Laberge E., Gervais M., Roland S., L’aventuré A. Formulation and 3D Printing of PVDF-Containing Photocurable Resins for Digital Light Processing (2026) ACS Polymers Au, 6 (1), pp. 203 - 213

  20. Nguyen D.-V., Jebahi M., Chinesta F. Wavelet-based enrichment for physics informed neural networks to approximate localized and heterogeneous solutions in solid mechanics(2026) Computer Methods in Applied Mechanics and Engineering, 452, art. no. 

  21. Oliveira V.P.S., Borges D.S., Franklin E.M., Peixinho J. Formation of cylindrical shells via sphere packing from fluidized beds(2026) European Physical Journal E, 49 (4), art. no. 30,

  22. Oliveira V.P.S., Borges D.S., Franklin E.M., Peixinho J.
    Role of friction on the formation of confined granular structures
    (2026) Scientific Reports, 16 (1), art. no. 7507

  23. Parpan G., Andrieu B., Vidal O., Delannoy L., Le Boulzec H., Gervais M., Jégourel Y., Delalande S. (2026)Examining copper supply consistency in socioeconomic pathways: A mine-level dynamic approach}, Resources, Conservation and Recycling, 225, art. no. 108633,
  24. Penavayre C., Richaud E., Fitoussi J., Papin P., Bouneb J., Hochstetter G., Saillard B., Shirinbayan M.
    Hygrothermal aging of a semi-aromatic polyamide (PPA): Influence of water absorption on mechanical and physico-chemical properties
    (2026) Polymer Degradation and Stability, 244, art. no. 
  25. Penavayre C., Fitoussi J., Richaud E., Papin P., Bouneb J., Hochstetter G., Shirinbayan M.
    Long-Term Behavior of Carbon Fiber-Reinforced Thermoplastic Composites for Type V Hydrogen Storage Tanks: Effects of Hygrothermal Aging on Physicochemical and Mechanical Properties
    (2026) Polymer Composites, 47 (2), pp. 1484 - 1497
  26. Pires, Leticia; Bourdet, Aurélie; Roland, Sébastien; Huitorel, Brendan; Fayolle, Bruno; Iliopoulos, Ilias},Impact of thermal history on the crystalline structure and morphology of PA11 powder for PBF-LB/P process}, Polymer,  343, 129392, 2026, https://doi.org/10.1016/j.polymer.2025.129392
  27. Pires, Leticia; Corfa, Alice; Ladmiral, Vincent; Caillol, Sylvain; Roland, Sébastien; Richaud, Emmanuel},Thermal stability of fluorosilicones under oxidative conditions}, 

  28. Plagnol-Chauzu S., Peltier L., Meraghni F., Delalande S., Mazaleyrat F. Exploration of Pseudobinary Alloys (Al–Mn)-(Co–Fe–Ni) to Design High-Entropy and Compositionally Complex Alloys to Stabilize the τ Phase in Al–Mn-Based Ferromagnetic Alloys(2026) Advanced Engineering Materials

  29. Richaud E., Ishid Fatigue-constrained topology optimization for metamaterial microstructure design
    (2026) Computer Methods in Applied Mechanics and Engineering, 457, art. 

  30. Rodriguez S., Tannous M., Mounayer J., Cruz C., Barasinski A., Chinesta F. Data-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes(2026) Materials and Design, 266, art. no. 116213,

  31. Sawannia M., Daligault J., Powell J., Dal M., Hagenlocher C., Graf T. Method for measuring the refractive index and extinction coefficient of liquid metals to determine the angular and temperature dependent laser absorptivity (2026) Optics and Laser Technology, 194, art. no. 114353, 

  32. Shirinbayan M. Microstructure–Mechanical Response Relationship in Discontinuous Fiber-Reinforced SMC Composites: Damage Mechanisms
    (2026) Polymer Composites, 

  33. Tallon J., Noronha J., Dirrenberger J., Molotnikov A. Low Cycle Repetitive Loading of Ti-6Al-4V-Epoxy Composite Lattice Structures for Enhanced Energy Dissipation and Damage Tolerance (2026) Advanced Engineering Materials

  34. Tannous M., Tzimanis K., Tzanetatos I., Larreina J., Ghnatios C., Sottile S., Chinesta F. Real-Time optimization of sheet molding compound production using complementary reduced-order and data-driven modelinData-driven discovery of roughness descriptors for surface characterization and intimate contact modeling of unidirectional composite tapes
    (2026) Materials and Design, 266, art. no. 116213, 

  35. Traxer O., Chicaud M.
    The impact of clinically insignificant residual fragments following endourological management of urolithiasis: A systematic review of complications and re-intervention rates [Impact du statut « sans fragment résiduel » après prise en charge endo-urologique de calculs urinaires : revue systématique des complications et des taux de réintervention]
    (2026) Bulletin de l'Academia Nationale de Medecine
     

  36. Urdeitx P., Alfaro I., González D., 0to E. Can transformers overcome the lack of data in the simulation of history-dependent flows?(2026) Journal of Non-Newtonian Fluid Mechanics, 349, art. no. 105601

  37. Vanaei, Hamid Reza; Moezzibadi, Mohammad; Tcharkhtchi, Abbas; Khelladi, Sofiane}, A hybrid genetic algorithm-neural network model for optimizing thermal and mechanical characteristics of 3D-printed parts.}, 2026

  38. Zanchi S., Zeliouche S., Ladmiral V., Silly G., Dos Santos F.D., Allard-Breton B., Tencé-Girault S., Roland S. Crystal to condis-crystal transition in poly(VDF-co-TrFE) copolymers studied by NMR and SAXS-WAXS 2026) Polymérie, 354, art. no. 129894

  39. Zhang, Xuyang; Chen, Qiang; Lourenço, Rúben; Fallaki Idrissi, Mohammed El; Chen, Xuefeng; Chatzigeorgiou, George; Meraghni, Fodil},Thermodynamics-informed multi-head attention neural networks for constitutive modelling},2026

  40. Zeid S.A., Hu L., Ghasemi R., Gervais M., 
    Radiolytic synthesis of rGO–PEDOT nanohybrids with enhanced functional properties
    (2026) Materials Chemistry Frontiers, 10 (3), pp. 465 - 490,