1. Achour L., Rodriguez S., Langlois P.-H., Hafid F., Ghnatios C., Kestelyn X., Chinesta F. Remaining useful life of power transformneras using efficient surrogates and deep learning techniques2026) Advanced Modeling and Simulation in Engineering Sciences, 13 (1), art. no. 

  2. 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,

  3.  Ammar A., Chinesta F. Hybrid physics: data framework for real-time forecasting of atmospheric pollutants(2026) Advanced Modeling and Simulation in Engineering Sciences, 13 (1), art. no. 8,

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

  5. 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  
  6. 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 - 
  7. 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. 

  8. Corrales M., Chicaud M., Kutchukian S., Panthier F. 6.3 Fr flexible ureteroscope: A step toward eliminating the need for pre-stenting? [Urétéroscope flexible à usage unique 6,3 Fr : vers la fin du pré-stenting ?](2026) Progres en Urologie - FMC

  9. 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,

  10. 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

  11. 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

  12. 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,
  13. 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

  14. 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

  15. González González C., Scilipoti P., Zorzi F., Nannola N., Chicaud M., Panthier F., Traxer O. Diagnostic performance of intraoperative urine dipstick testing during ureteroscopy: association with culture positivity and severe infection(2026) Urolithiasis, 54 (1), art. no. 113

  16. González González C., Kwok J.-L., Scilipoti P., Zorzi F., Berthe L., Nannola N., Werth H., Marie C., Moretto S., López Martínez J.M., Doizi S., Traxer O., Corrales M., Sierra A., Panthier F. Flexible ureterorenoscopy and lithotripsy with pulsed thulium: YAG laser: a multicenter retrospective study

     

  17. 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

  18. 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

  19. Idrissi M.E.F., Ben-Yelun I., Mounayer J., Rodriguez S., Ghnatios C., Chinesta F. A new framework for generative design, real-time prediction, and inverse design optimization: application to microstructure (2026) Advanced Modeling and Simulation in Engineering Sciences, 13 (1), art. no. 7

  20. 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, 

  21. 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

  22. 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

  23. Le Masson P., Dal M., Pierre T. Estimation of Parameters or Functions After Analysis of Experimental Uncertainties(2026) Inverse Engineering Handbook: Second Edition, pp. 416 - 441

  24. 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

  25. Lu X., Roland S., Detrez F. Numerical modeling and nondimensional analysis of spherulitic morphology under isothermal crystallization of semi-crystalline polymers, Part II: 3D simulations and preliminary stereological study
    (2026) Polymer, 360, art. no. 130313,

  26. 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

  27. Marquez Costa J.P., Colin X. Finite element modelling of thermo-oxidative degradation gradients and simulation of induced stress fields in epoxy networks(2026) Mechanics of Materials, 220, art. no. 105758

  28. 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

  29. Mounayer J., Rodriguez S., Tomezyk J., Ghnatios C., Chinesta F. RRAEDy: adaptive latent linearization of nonlinear dynamical systems(2026) Scientific Reports, 16 (1), art. no.

  30. Nannola N., Scilipoti P., Bravo-Balado A., Zorzi F., Jannello L.M.I., Moretto S., Quará A., Alanazi A., Werth H., Gonzalez Gonzalez C., Cabrera J., Madden A., Micali S., Villa L., Montorsi F., Briganti A., Candela L., Doizi S., Panthier F., Traxer O. Pre-laser intraoperative urine culture provides key microbiological information for postoperative infectious management after flexible ureteroscopy for renal stone disease: a prospective single-surgeon study(2026) World Journal of Urology, 44 (1), art. no. 377

  31. Nedbal C., Gauhar V., Frascheri M.F., Gite S., Sevalia H., Maurya R., Jaiswal P., Kashyap K., Castellani D., Gregori A., Panthier F., Tanidir Y., Shrestha A., Sridharan V., Singh A., Soebhali B., Lakmichi M.A., Hamri S.B., Naik N., Somani B.K. Predicting Postoperative Outcomes in Pediatric Ureteroscopy Using Machine Learning and Explainable AI-EAU Endourology Vision-AI Study(2026) Journal of endourology, 40 (7), pp. 823 -

  32. Nivesh G., Damien N., Gabriel V., Benjamin R., Mohammed E.F.I., Sebastian R., Francisco C., Tudor B., Sandrine T. A global approach for the digitalization of progressive sheet metal forming
    (2026) Transactions of the Indian Institute of Metals, 79 (6), art. no. 142

  33. 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. 118768
    https://doi.org/10.1016/j.cma.2026.118768
  34. 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,

  35. 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

  36. 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,
  37. 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. 
  38. 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
  39. 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
  40. Pires, Leticia; Corfa, Alice; Ladmiral, Vincent; Caillol, Sylvain; Roland, Sébastien; Richaud, Emmanuel},Thermal stability of fluorosilicones under oxidative conditions}, 
  41. 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

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

  43. 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,

  44. 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, 
  45. Schmitt C.W., Mach A., Berner V., Pohl E., Dale J.J., Huber B., Voll D., Richaud E., Schepers U., Höhne C.-C., Théato P. Ageing of inverse vulcanised polymers(2026) RSC Applied Polymers,

  46. Scilipoti P., Occhi A., Robesti D., Folcia A., Corsini C., Ramadani R., Galdieri A., Proietti S., Giusti G., Ventimiglia E., Candela L., Traxer O., Salonia A., Briganti A., Montorsi F., Moschini M., Villa L. Complications following repeated ureteroscopy for UTUC: The price to pay for nephron-sparing surgery(2026) BJU International,

  47. Scilipoti P., Traxer O., Panthier F. Current applications of augmented reality in urology: clinical practice, training, and future directions: an EAU endourology and YAU opinion
    (2026) Current Opinion in Urology
     
  48. Shirinbayan M. Microstructure–Mechanical Response Relationship in Discontinuous Fiber-Reinforced SMC Composites: Damage Mechanisms
    (2026) Polymer Composite

  49. 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

  50. 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, 

  51. 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
     
  52. 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

  53. Vanaei H.R., Lucas A., Rastak M., Fortineau J., Tcharkhtchi A. Stereolithography-fabricated type IV hydrogen storage tank liners: Multi-scale characterization of photopolymer resin and structural validation under internal pressure Stereolithography-fabricated type IV hydrogen storage tank liners: Multi-scale characterization of photopolymer resin and structural validation under internal pressure (2026) Journal of Energy Storage, 172, art. no. 123019,

  54. 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
  55. 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

  56. 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
  57. 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,