World's Best Scientists 2026 revealed!

D-Index & Metrics

Earth Science

D-Index
39
Citations
7046
World Ranking
6052
National Ranking
2181

Overview

Gregory A. Newman is affiliated with Colorado State University in the United States. Their research primarily spans areas within Computer Science, with specific focus on Artificial Intelligence, and also encompasses elements of Geophysics, Environmental Engineering, and Electrical and Electronic Engineering.

The scientist's recent publications include the following papers:

  • Imaging of plant current pathways for non-invasive root phenotyping using a newly developed electrical current source density approach, 2020, Plant and Soil
  • Manifold Characteristics That Predict Downstream Task Performance, 2022, arXiv (Cornell University)

Collaborations have involved several frequent co-authors, including:

  • Luca Peruzzo
  • Chunwei Chou
  • Yuxin Wu
  • Myriam Schmutz
  • Benjamin Mary

Gregory A. Newman has published in venues such as Plant and Soil and arXiv (Cornell University).

Their research covers a range of specialized topics including:

  • Geophysical and Geoelectrical Methods
  • Soil Moisture and Remote Sensing
  • Electrokinetic Soil Remediation Techniques
  • Adversarial Robustness in Machine Learning
  • Domain Adaptation and Few-Shot Learning
  • Anomaly Detection Techniques and Applications

Best Publications

  • Three-dimensional magnetotelluric inversion using non-linear conjugate gradients

    Gregory A. Newman;David L. Alumbaugh

  • Frequency‐domain modelling of airborne electromagnetic responses using staggered finite differences

    Gregory A. Newman;David L. Alumbaugh

  • New advances in three‐dimensional controlled‐source electromagnetic inversion

    Michael Commer;Gregory A. Newman

  • Transient electromagnetic response of a three-dimensional body in a layered earth

    Gregory A. Newman;Gerald W. Hohmann;Walter L. Anderson

  • Finite-element analysis of controlled-source electromagnetic induction using Coulomb-gauged potentials

    Eugene A. Badea;Mark E. Everett;Gregory A. Newman;Oszkar Biro

  • Three‐dimensional massively parallel electromagnetic inversion—I. Theory

    G. A. Newman;D. L. Alumbaugh

  • A parallel finite-difference approach for 3D transient electromagnetic modeling with galvanic sources

    Michael Commer;Gregory Newman

  • Direct reservoir parameter estimation using joint inversion of marine seismic AVA and CSEM data

    G. Michael Hoversten;Florence Cassassuce;Erika Gasperikova;Gregory A. Newman

  • Three‐dimensional induction logging problems, Part I: An integral equation solution and model comparisons

    Dmitry B. Avdeev;Alexei V. Kuvshinov;Oleg V. Pankratov;Gregory A. Newman

  • Image appraisal for 2-D and 3-D electromagnetic inversion

    David L. Alumbaugh;Gregory A. Newman

  • Electromagnetic induction in a fully 3‐D anisotropic earth

    Chester J. Weiss;Gregory A. Newman

  • Three-dimensional magnetotelluric characterization of the Coso geothermal field

    Gregory A. Newman;Erika Gasperikova;G. Michael Hoversten;Philip E. Wannamaker

  • Three-dimensional induction logging problems, Part 2: A finite-difference solution

    Gregory A. Newman;David L. Alumbaugh

  • Imaging CSEM data in the presence of electrical anisotropy

    Gregory A. Newman;Michael Commer;James J. Carazzone

  • Three‐dimensional wideband electromagnetic modeling on massively parallel computers

    David L. Alumbaugh;Gregory A. Newman;Lydie Prevost;John N. Shadid

  • Induced-polarization effects in time-domain electromagnetic measurements

    Marcus F. Flis;Gregory A. Newman;Gerald W. Hohmann

  • Solution Accelerators For Large-scale 3D Electromagnetic Inverse Problems

    Gregory A. Newman;Paul T. Boggs

  • Three-dimensional controlled-source electromagnetic and magnetotelluric joint inversion

    Michael Commer;Gregory A. Newman

  • High-Performance Three-Dimensional Electromagnetic Modelling Using Modified Neumann Series. Wide-Band Numerical Solution and Examples

    Dmitry B. Avdeev;Alexei V. Kuvshinov;Oleg V. Pankratov;Gregory A. Newman

  • 3D inversion of a scalar radio magnetotelluric field data set

    Gregory A. Newman;Stephan Recher;Bülent Tezkan;Fritz M. Neubauer

  • Direct Reservoir Parameter Estimation Using Joint Inversion of Marine Seismic AVA & CSEM Data

    G. Michael Hoversten;Florence Cassassuce;Erika Gasperikova;Gregory A. Newman

Frequent Co-Authors

Gerald W. Hohmann
Gerald W. Hohmann University of Utah
Philip E. Wannamaker
Philip E. Wannamaker University of Utah
Susan S. Hubbard
Susan S. Hubbard Lawrence Berkeley National Laboratory
Donald W. Vasco
Donald W. Vasco Lawrence Berkeley National Laboratory
Elison B. Blancaflor
Elison B. Blancaflor Noble Research Institute
Stefan Finsterle
Stefan Finsterle Lawrence Berkeley National Laboratory
Yoram Rubin
Yoram Rubin University of California, Berkeley
Todd G. Caldwell
Todd G. Caldwell United States Geological Survey
Eoin L. Brodie
Eoin L. Brodie Lawrence Berkeley National Laboratory

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