publications

2026

  1. Porosity.jl: A julia package for differentiable rock physics modeling and inference
    Abhinav Pratap Singh, and Samer Naif
    2026
  2. Accelerating Uncertainty Quantification of Magnetotelluric (MT) data using Neural Operators
    Abhinav Pratap Singh, and Samer Naif
    In Society of Industrial and Applied Mathematics (SIAM) : Uncertainty Quantification, 2026

2025

  1. Constraining the upper mantle properties in the Pacific seafloor using MT and seismic data
    Abhinav Pratap Singh, Samer Naif, Samuel Ofori, and 1 more author
    In Gordon Research Seminar : Interiors of the Earth, 2025

2024

  1. Imaging the conductivity structure of the Kivu rift system using stochastic inversion of magnetotelluric data
    Abhinav Pratap Singh, Samer Naif, Andrew Vern Newmann, and 3 more authors
    In AGU Fall Meeting Abstract, 2024
  2. Integrating seismic and MT data to constrain upper mantle properties beneath the Pacific plate
    Abhinav Pratap Singh, Samuel Ofori, Samer Naif, and 1 more author
    In AGU Fall Meeting Abstract, 2024
  3. Magnetotelluric imaging of the Kivu rift system
    Abhinav Pratap Singh, Samer Naif, Tite Niyetegeka, and 3 more authors
    In Electromagnetic Induction Workshop, 2024

2023

  1. Preliminary results from a magnetotelluric survey of Kivu rift system
    Abhinav Pratap Singh, and Samer Naif
    In AGU Fall Meeting Abstract, 2023
  2. Earthquake Analysis with Virtual Seismograms: Leveraging Symmetric Autoencoders for Time-Reversal Imaging
    Isha Lohan, Madhusudan Sharma Sharma, Abhinav Pratap Singh, and 1 more author
    In AGU Fall Meeting Abstract, 2023

2021

  1. Petrophysical Inversion of seismic dataset using artificial neural networks
    Abhinav Singh, Divakar Vashisth, and Anmol Vishwakarma
    In AGU Fall Meeting Abstracts, Dec 2021
  2. Deep learning for joint geophysical inversion of seismic and MT data sets
    Abhinav Pratap Singh, Divakar Vashisth, and Shalivahan Srivastava
    In First International Meeting for Applied Geoscience Energy Expanded Abstracts, Sep 2021
  3. A deep learning approach for joint inversion of DC Resistivity and MT data
    A.P. Singh, D. Vashisth, and S. Srivastava
    In 82nd EAGE Annual Conference Exhibition, Sep 2021

2020

  1. One-Dimensional Seismic Inversion using Machine Learning techniques
    P. Singh, D. Vashisth, and A. P. Singh
    In AGU Fall Meeting Abstracts, Dec 2020

2019

  1. Random Forest Regressor for Layered Earth Data Inversion
    A. P. Singh, D. Vashisth, and S. Srivastava
    In AGU Fall Meeting Abstracts, Dec 2019
  2. Inversion of MT data using ANN approach
    A.P. Singh, D. Vashisth, and S. Srivastava
    In 1st Indian Near Surface Geophysics Conference Exhibition, Dec 2019