Buss, Andreas, Henrik Oppenländer, Jannis Lang, and Javier Villalba-Diez. “Klassifikation von Netzwerktopologien mithilfe von Deep Learning in Bezug auf IIoT.” In Anwendung Informationsmanagement, vol. 5, edited by Helmut Beckmann, 72–82. Schriftenreihe Wirtschaftsinformatik. Stuttgart: Steinbeis-Edition, 2026.

Diefenbacher, Alexander, Robin Misia, and Javier Villalba-Diez. “Quantum AI – Quantum-inspirierte Stimmerkennung.” In Anwendung Informationsmanagement, vol. 5, edited by Helmut Beckmann, 89–97. Schriftenreihe Wirtschaftsinformatik. Stuttgart: Steinbeis-Edition, 2026.

Freese, Isabella, Marcel Koch, Seline Löwe, and Javier Villalba-Diez. “Optimizing Industrial Production Processes Through AI-Based Anomaly Detection – An Investigation of Selected AI Methods.” In Anwendung Informationsmanagement, vol. 5, edited by Helmut Beckmann, 98–109. Schriftenreihe Wirtschaftsinformatik. Stuttgart: Steinbeis-Edition, 2026.

DOCTORAL THESIS. SUMMA CUM LAUDE. Sterkenburgh, T. (2026). Advanced biomechanics, monitoring, and management in equine veterinary and dental care (Unpublished doctoral thesis). Industriales, Universidad Politécnica de Madrid. https://doi.org/10.20868/UPM.thesis.96093

Villalba-Díez, J., Losada-González, J.C. Exploiting quantum chaos diagnostics in QAOA for enhanced hybrid quantum classical deep learning classification. Sci Rep 16, 15744 (2026). https://doi.org/10.1038/s41598-026-51870-8

Gish, C., Villalba-Diez, J. & Ordieres-Mere, J. A Brain-Inspired Model for Efficient Graph Learning in Human Cyber Physical Networks. Cogn Comput 18, 35 (2026). https://doi.org/10.1007/s12559-026-10574-x

Villalba-Díez, J., González-Marcos, A., Losada-González, J.C., Ordieres-Meré, J. (2026) Squid–transmon quantum hardware simulation with deep learning for pancreatic radiotherapy image classification. Quantum Inf Process 25, 138. https://doi.org/10.1007/s11128-026-05144-x

Villalba-Díez, J., Nuber, C. & Ordieres-Meré, J. Curvature-coupled triangulated relativistic quantum computation: entanglement equilibrium, geometry registers, and discrete curvature-response relations. Quantum Stud.: Math. Found. 13, 21 (2026). https://doi.org/10.1007/s40509-026-00396-9

Villalba-Díez, J., González-Marcos, A., Losada-González, J.C., Ordeires-Meré, J. (2026) Fractal photonic crystals with controlled disorder for robust 3D-integrated on-chip quantum mode localization. Optical and Quantum Electronics 58, 166. https://doi.org/10.1007/s11082-026-08741-3

BOOK. Villalba-Díez J and Ordieres-Meré J (2026). Logistics for Engineers: Automatic Control, Network Science, and Industry 4.0. Hardcover, English edition, 21 April 2026.

Jehnen S, Villalba-Díez J and Ordieres-Meré J (2026) FinTextSim: a domain-specific sentence-transformer for extracting predictive latent topics from financial disclosures. Frontiers in Artificial Intelligence 9:1752103. https://doi.org/10.3389/frai.2026.1752103

Villalba-Díez, J., Ordieres-Meré, J. (2026). Standardized quantum transistor block enables differentiable learning on gait dynamics. Sci Rep 16, 9506. https://doi.org/10.1038/s41598-026-40424-7

Villalba-Díez, J., González-Marcos, A. (2026) Relativistic triangle–curvature computing for federated HIV-1 protein-sequence monitoring. Scientific Reports 16, 2957. https://doi.org/10.1038/s41598-025-32889-9

Villalba-Díez, J., Ordieres-Meré, J. (2026) Triangulated relativistic quantum computation: a curvature-modulated unification of quantum and relativistic computing. Quantum Studies: Mathematics Foundations 13, 2. https://doi.org/10.1007/s40509-025-00376-5

Villalba-Díez, J. (2025) Quantum drug discovery: a hybrid quantum graph neural network–variational quantum eigensolver framework for serine neutralization. European Physical Journal D 79, 81 . https://doi.org/10.1140/epjd/s10053-025-01024-8

Villalba-Díez, J., González-Marcos, A. (2025) Quantum-classical deep learning hybrid architecture with graphene-printed low-cost capacitive sensor for essential tremor detection. Scientific Reports 15, 20204. https://doi.org/10.1038/s41598-025-06359-1

Villalba-Díez, J., & Ordieres-Meré, J. (2025). Quantum-enhanced signal processing via VQE for improved biomechanical feedback control. Digital Signal Processing, 157, Article 105357. https://doi.org/10.1016/j.dsp.2025.105357

Gish, C.J., Villalba-Diez, J., Ordieres-Mere, J. (2025). Explainability as an Emergent Property of Brain-Inspired Human Cyber Physical Networks. In: Kurosu, M., Hashizume, A. (eds) Human-Computer Interaction. HCII 2025. Lecture Notes in Computer Science, vol 15767. Springer, Cham. https://doi.org/10.1007/978-3-031-93838-2_22

Jehnen, S., Ordieres-Meré, J., & Villalba-Díez, J. (2025). FinTextSim: Enhancing financial text analysis with BERTopic. arXiv. https://arxiv.org/pdf/2504.15683 

Sterkenburgh, T. R., Ordieres-Meré, J., & Villalba-Diez, J. (2025). Molograph 4.0: A demonstration of a non-invasive, automated system for evaluating aspects of the masticatory process in the horse. Veterinary and Animal Science, 100452. https://doi.org/10.1016/j.vas.2025.100452