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Award Year 2

13. Wang Y., McCreight J. L., Hughes J. D. and Tartakovsky A. M. 2025. Total Uncertainty Quantification in Inverse Solutions with Deep Learning Surrogate Models. Journal of Computational Physics, 541, 114315, https://doi.org/10.1016/j.jcp.2025.114315

12. Underwood, T. R., Kerisit, S. N., and Rosso, K. M. 2025. Hydration and Applied Electric Field Effects on the Structure, Dynamics, and Conductivity of Aqueous Electrolytes at the (104) Calcite Interface. Journal of Physical Chemistry C, 129(33), 14968-14982. DOI: https://doi.org/10.1021/acs.jpcc.5c01788

11. Nolte, D. D.; Pyrak‐Nolte, L. J.; Hopp, C. 2025. Monitoring Fracture Hydromechanical Evolution in the Lab and Field Using Unsupervised Metric Learning. Journal of Geophysical Research: Machine Learning and Computation, 2 (3), e2025JH000657. DOI: https://doi.org/10.1029/2025jh000657

10. Simonnin, P. G., Kerisit, S. N., Johnson, T. C., Rosso, K. M. 2025. Structure and Dynamics of Water and Ions at Quartz (101) and (001) Surfaces under Applied Electric Fields from Molecular Simulations. Journal of Physical Chemistry C, e202401147, DOI: https://doi.org/10.1002/cphc.202401147

9. Zhong, C., Johnson, T. C., Hammond, G. E., Karra, S., Jaysaval, P., and K. M. Rosso. "Meshing, Multiphysics Modeling, and Field-Scale Assimilation for EGS and Geophysical Sensing." Paper presented at the 59th U.S. Rock Mechanics/Geomechanics Symposium, Santa Fe, New Mexico, June 2025. doi: https://doi.org/10.56952/ARMA-2025-0841

8. Roudini, S., Murdoch, L. C., DeWolf, S., Shojaei, M. 2025. Characterizing Reservoir Boundaries using the Shallow Strain Tensor Measured During Well Tests. Journal of Hydrology, 661, 133743; doi: 10.1016/j.jhydrol.2025.133743

7. Nakouzi, E., Kerisit, S. N., Heo, J., Legg, B. A., Sassi, M., Simonnin, P., Rosso, K. M. 2025. Effect of Ions on Solution Structure and Hydration Forces at the Orthoclase–Water Interface. The Journal of Physical Chemistry C, 129, (15), 7550-7559; DOI: 10.1021/acs.jpcc.5c01034

6. Salazar Vasquez, A. F., Selvadurai, P. A., Bianchi, P., Madonna, C., Germanovich, L. N., Puzrin, A. M., Wiemer, S., Giardini, D., Rabaiotti, C. 2024. Aseismic Strain Localization Prior to Failure and Associated Seismicity in Crystalline Rock. Scientific Reports, 14, (1), 29954; DOI: 10.1038/s41598-024-75942-9

5. Jamil, A., Rucker, D. F., Lu, D., Brooks, S. C., Tartakovsky, A. M., Cao, H. P., Carroll, K. C. 2024. Comparison of machine learning and electrical resistivity arrays to inverse modeling for locating and characterizing subsurface targets. Journal of Applied Geophysics, 229, 105493; DOI: 10.1016/j.jappgeo.2024.105493

4. Johnson, T. C., Burghardt, J., Strickland, C., Sirota, D., Vermeul, V., Knox, H., Schwering, P., Blankenship, D., Kneafsey, T., Team, E. C. 2024. 4D Electrical Resistivity Imaging of Stress Perturbations Induced During High-Pressure Shear Stimulation Tests. Geophysical Research Letters, 51, (10), e2024GL108423; DOI: 10.1029/2024GL108423

3. Johnson, T. C., Burghardt, J. A., Hammond, G. E., Karra, S., Jaysaval, P., Rosso, K. M., Hyman, J. D. Electrical Resistivity Tomography based monitoring of stress perturbations to optimize placement of high precision strain meters. In 2024 American Rock Mechanics Association Symposium, American Rock Mechanics Association: Golden, CO, 2024. DOI: 10.56952/ARMA-2024-1130

Award Year 1

2. Legg, B. A., Y. Zhu, E. Nakouzi, T. C. Johnson, K. M. Rosso. Dynamics of Electric Polarization and Relaxation of Ions at Humid Calcite Surfaces. J. Phys. Chem. C, 2024. DOI: 10.1021.acs.jpcc.4c00107

1. Simonnin, P. G., S. Kerisit, E. Nakouzi, T. C. Johnson, K. M. Rosso. Structure and Dynamics of Aqueous Electrolytes at Quartz (001) and (101) Surfaces. J. Phys. Chem C, 2024. DOI: 10.2021.acs.jpcc.4c00693