Publications & Tools

Publications and pre-prints

  • Riley, D. M., Scovazzi, G., & Stefanou, I. (2026). A shifted interface approach for internal discontinuities in poroelastic media. doi: 10.48550/arXiv.2604.15450 [BibTeX]
  • Riley, D. & Stefanou, I. (2026). solve_nivp: A Python toolkit for integrating nonsmooth dynamical systems. Journal of Open Source Software, 11(119), 9775. doi: 10.21105/joss.09775 [BibTeX]
  • Lindner, N., Hofmann, H., Blöcher, G., Cacace, M., Hutka, G. A., Ji, Y., & Stefanou, I. (2026). Energy-based traffic light system (ETLS) to balance injection-induced seismicity and permeability enhancement: a laboratory scale modelling study. Geophysical Journal International, 245(2). doi: 10.1093/gji/ggag094 [BibTeX]
  • Walter, L., Boyet, A., Stefanou, I., & Vilarrasa, V. (2026). Real-time Forecasting and Operational Control of Perceivable Induced Seismicity in Geo-Energies. doi: 10.31223/X5P75X [BibTeX]
  • Collins‐Craft, N. A., Stefanou, I., Sulem, J., & Einav, I. (2026). The Influence of Grain Crushing and Pore Collapse on the Formation of Faults. Journal of Geophysical Research: Solid Earth, 131(3). doi: 10.1029/2025JB033062 [BibTeX]
  • Bouchard, R., Bourbatache, M. K., Le, T. D., Millet, O., & Stefanou, I. (2026). Determination of the Effective Permeabilities in Partially Saturated Porous Media, Using the Periodic Homogenization Technique. Transport in Porous Media, 153(4). doi: 10.1007/s11242-025-02265-2 [BibTeX]
  • Riley, D. M., Gutiérrez-Oribio, D., & Stefanou, I. (2025). Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data. doi: 10.48550/arXiv.2512.01705 [BibTeX]
  • Kim, T., Gutiérrez-Oribio, D., Stefanou, I., Acosta, M., & Avouac, J. P. (2025). Single-well based control and optimization of hydraulic stimulation and induced seismicity: Application to the Otaniemi geothermal project. Geothermics, 132, 103396. doi: 10.1016/j.geothermics.2025.103396 [BibTeX]
  • Riley, D. M., Stathas, A., Gutiérrez-Oribio, D., & Stefanou, I. (2025). Reinforcement Learning-based adaptive time-integration for nonsmooth dynamics. Machine Learning for Computational Science and Engineering, 1(2). doi: 10.1007/s44379-025-00048-6 [BibTeX]
  • Gutiérrez-Oribio, D. & Stefanou, I. (2024). Insights of using control theory for minimizing induced seismicity in underground reservoirs. Geomechanics for Energy and the Environment, 39, 100570. doi: 10.1016/j.gete.2024.100570 [BibTeX]
  • Gutiérrez-Oribio, D. & Stefanou, I. (2024). Control of Human-Induced Seismicity in Underground Reservoirs Governed by a Nonlinear 3D PDE-ODE System. doi: 10.48550/arXiv.2412.06327 [BibTeX]
  • Gutiérrez‐Oribio, D., Stathas, A., & Stefanou, I. (2024). AI‐Driven Approach for Sustainable Extraction of Earth's Subsurface Renewable Energy While Minimizing Seismic Activity. International Journal for Numerical and Analytical Methods in Geomechanics, 49(4), 1126-1138. doi: 10.1002/nag.3923 [BibTeX]
  • Piunno, G., Stefanou, I., & Jommi, C. (2024). A POD‐TANN Approach for the Multiscale Modeling of Materials and Macro‐Element Derivation in Geomechanics. International Journal for Numerical and Analytical Methods in Geomechanics, 49(2), 700-719. doi: 10.1002/nag.3891 [BibTeX]

Numerical tools

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