Publications
Publications
Á. Martínez-Sánchez, A. Lozano-Durán, "Cause-and-effect approach to turbulence forecasting", arXiv:2509.25065 [physics.flu-dyn], 2025.
Á. Martínez-Sánchez, A. Lozano-Durán, "Observational causality by states and interaction type for scientific discovery", arXiv:2505.10878 [physics.data-an], 2025.
Á. Martínez-Sánchez, G. Arranz, A. Lozano-Durán, "Decomposing causality into its synergistic, unique, and redundant components", Nature Communications 15, 9296, 2024.
Á. Martínez-Sánchez, Á. Achirica-Villameriel, N. Doué, V. Ferrand, E. Gowree, "Unsteady load alleviation on highly flexible bio-inspired wings in longitudinally oscillating freestreams", Journal of Fluids and Structures 129, 104155, 2024.
Á. Martínez-Sánchez, E. López, S. Le Clainche, A. Lozano-Durán, A. Srivastava, R. Vinuesa, "Causality analysis of large-scale structures in the flow around a wall-mounted square cylinder", Journal of Fluid Mechanics 967, A1, 2023.
Á. Martínez-Sánchez, E. Lazpita, A. Corrocahno, S. Hoyas, S. Le Clainche, R. Vinuesa, "Data-driven assessment of arch vortices in simplified urban flows" International Journal of Heat and Fluid Flow 100, 109101, 2022.
E. Lazpita, Á. Martínez-Sánchez, A. Corrochano, S. Hoyas, S. Le Clainche, R. Vinuesa, "On the generation and destruction mechanisms of arch vortices in urban fluid flows" Physics of Fluids 34, 051702, 2022. Science Highlight and Feature distinctions.
[Invited] Á. Martínez-Sánchez, "Causal inference for complex systems" Spain@MIT Research Showcase, Cambridge, MA, May 23, 2025.
Á. Martínez-Sánchez, A. Lozano-Durán "Cause-and-effect approach to reduced-order modeling of turbulence" 23rd IACM Computational Fluids Conference, Santiago, Chile, March 17–20, 2025.
Á. Martínez-Sánchez, A. Lozano-Durán "Causal interactions between inner and outer layer flow motions in wall-bounded turbulence," Bulletin of the American Physical Society, 77th Annual Meeting of the Division of Fluid Dynamics, Salt Lake City, Utah, November 24–26, 2024. American Physical Society.
Á. Martínez-Sánchez, A. Lozano-Durán "Causal inference for complex physical systems and applications to the energy cascade in isotropic turbulence," 13th International Conference on Mathematical Modeling in Physical Sciences, September 30–October 5, 2024; Kalamata, Greece.
Á. Martínez-Sánchez, A. Lozano-Durán "Causality of the energy cascade in isotropic turbulence," 26th International Congress of Theoretical and Applied Mechanics, August 25–30, 2024; Daegu, South Korea.
Á. Martínez-Sánchez, E. López, S. Le Clainche, A. Srivastava, R. Vinuesa, A. Lozano-Durán, "Causality analysis of large-scale structures in urban flows", 76th Annual Meeting of the Division of Fluid Dynamics, Bulletin of the American Physical Society, November 19–21, 2023; Washington DC.
Á. Martínez-Sánchez, Á. Achirica, N. Doué, V. Ferrand, E. Gowree, "Towards bio-inspired wings robust to atmospheric perturbations" ERCOFTAC Symposium on Multiphysics critical flow dynamics involving moving/deformable structures with design applications, ENSEEIHT, June 7–9, 2023, Toulouse France.
E. López, Á. Martínez-Sánchez, S. Le Clainche, A. Lozano-Durán, A. Srivastava, R. Vinuesa, "Causality analysis of large-scale structures in urban flows", Caust Workshop on Causality in Turbulence and Transition, Universidad Politécnica de Madrid, 2022.
Á. Martínez-Sánchez, "Artificial Intelligence for rapid aerodynamic modeling of flight control devices," MS Thesis, Institute Supérieur de l'Aéronautique et de l'Espace, ISAE-SUPAERO, France, 2023.
Á. Martínez-Sánchez, "Spatio-temporal structures in a simplified urban flow", BS Thesis, Universitat Politècnica de Valencia (UPV), Spain, 2021. Available online at: http://hdl.handle.net/10251/171347.