All Publications

  • Joint Inversion of Geophysical Data for Geologic Carbon Sequestration Monitoring: A Differentiable Physics‐Informed Neural Network Model Journal of Geophysical Research: Solid Earth Liu, M., Vashisth, D., Grana, D., Mukerji, T. 2023; 128 (3)

    View details for DOI 10.1029/2022JB025372

  • Direct estimation of porosity from seismic data using rock- and wave-physics-informed neural networks The Leading Edge Vashisth, D., Mukerji, T. 2022; 41 (12)

    View details for DOI 10.1190/tle41120840.1

  • Joint inversion of Rayleigh wave fundamental and higher order mode phase velocity dispersion curves using multi-objective grey wolf optimization GEOPHYSICAL PROSPECTING Vashisth, D., Shekar, B., Srivastava, S. 2022
  • An M-L scale for Eastern Dharwar Craton and adjoining regions JOURNAL OF SEISMOLOGY Sharma, A., Vashisth, D., Naresh, B., Suresh, G., Raju, P., Raghavan, R., Srinagesh, D. 2021; 25 (5): 1251-1263
  • Deep learning for joint geophysical inversion of seismic and MT data sets SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy Singh, A. P., Vashisth, D., Srivastava, S. 2021
  • Petrophysical Inversion of seismic dataset using artificial neural networks AGU Fall Meeting Singh, A. P., Vashisth, D., Vishwakarma, A. 2021
  • A deep learning approach for joint inversion of DC Resistivity and MT data 82nd EAGE Annual Conference & Exhibition Singh, A. P., Vashisth, D., Srivastava, S. 2021
  • Inversion of Rayleigh-Wave Phase and Group Velocity Dispersion Curves for S-Wave Velocity by Grey Wolf Optimization 81st EAGE Conference and Exhibition Vashisth, D., Shekar, B. 2019
  • Whale Optimization Algorithm: A Robust Strategy to invert geophysical data sets AGU Fall Meeting Vashisth, D., Routa, A., Mohanty, P. R., Srivastava, S. 2019
  • Deep learning approach for potential field inversion AGU Fall Meeting Purohit, V., Vashisth, D., Tripathi, G. 2019
  • Random Forest Regressor for Layered Earth data inversion AGU Fall Meeting Singh, A. P., Vashisth, D., Srivastava, S. 2019
  • Inversion of potential field data using whale optimization SEG International Exposition and Annual Meeting Vashisth, D., Srivastava, S., Agarwal, A. 2018