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Iraklis Giannakis

Dr

    Accepting PhD Students

    PhD projects

    Near Surface Geophysics Exploration Geophysics Ground-Penetrating Radar Data-driven interpretation and machine learning in exploration geophysics

    • 497 Citations
    20122020

    Research output per year

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    Research Output

    • 497 Citations
    • 13 Article
    • 4 Paper
    • 3 Conference contribution
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    Article
    2020

    A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar

    Giannakis, I., Giannopoulos, A. & Warren, C., 11 Mar 2020, In : IEEE Geoscience and Remote Sensing Letters (GRSL).

    Research output: Contribution to journal › Article

    Open Access
    File
    9 Downloads (Pure)

    Diagnosing Emerging Infectious Diseases of Trees Using Ground Penetrating Radar

    Giannakis, I., Tosti, F., Lantini, L. & Alani, A., Feb 2020, In : IEEE Transactions on Geoscience and Remote Sensing. 58, 2, p. 1146-1155 10 p.

    Research output: Contribution to journal › Article

    2 Citations (Scopus)

    Estimating reservoir permeability with borehole radar

    Zhou, F., Giannakis, I., Giannopoulos, A., Hollinger, K. & Slob, E., 1 Jul 2020, In : Geophysics. 85, 4, p. H51-H60 10 p.

    Research output: Contribution to journal › Article

    Open Access
    File
    4 Downloads (Pure)

    Reverse-Time Migration for Evaluating the Internal Structure of Tree-Trunks Using Ground-Penetrating Radar

    Alani, A., Giannakis, I., Zou, L., Lantini, L. & Tosti, F., 29 Jun 2020, In : NDT & E International. 115, 10 p., 102294.

    Research output: Contribution to journal › Article

    1 Citation (Scopus)
    2019

    A CUDA-based GPU Engine for gprMax: Open source FDTD electromagnetic simulation software

    Warren, C., Giannopoulos, A., Gray, A., Giannakis, I., Patterson, A., Wetter, L. & Hamrah, A., Apr 2019, In : Computer Physics Communications. 237, p. 208-218 11 p.

    Research output: Contribution to journal › Article

    Open Access
    File
    10 Citations (Scopus)

    A Hybrid Optimization Scheme for Self-Potential Measurements Due to Multiple Sheet-Like Bodies in Arbitrary 2D Resistivity Distributions

    Giannakis, I., Tsourlos, P., Papazachos, C., Vargemezis, G., Giannopoulos, A., Papadopoulos, N., Tosti, F. & Alani, A., Sep 2019, In : Geophysical Prospecting. 67, 7, p. 1948-1964 17 p.

    Research output: Contribution to journal › Article

    1 Citation (Scopus)

    A Machine Learning Based Fast Forward Solver for Ground Penetrating Radar With Application to Full Waveform Inversion

    Giannakis, I., Giannopoulos, A. & Warren, C., Jul 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 7, p. 4417-4426 10 p.

    Research output: Contribution to journal › Article

    11 Citations (Scopus)

    Health Monitoring of Tree-Trunks Using Ground Penetrating Radar

    Giannakis, I., Tosti, F., Lantini, L. & Alani, A., Oct 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 10, p. 8317-8326 7 p.

    Research output: Contribution to journal › Article

    5 Citations (Scopus)

    Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion

    Giannakis, I., Giannopoulos, A. & Warren, C., Mar 2019, In : IEEE Transactions on Geoscience and Remote Sensing. 57, 3, p. 1768-1778 21 p.

    Research output: Contribution to journal › Article

    9 Citations (Scopus)

    The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks

    Alani, A., Soldovieri, F., Catapano, I., Giannakis, I., Gennarelli, G., Lantini, L., Ludeno, G. & Tosti, F., 4 Sep 2019, In : Remote Sensing. 11, 18, 18 p., 2073.

    Research output: Contribution to journal › Article

    Open Access
    File
    2 Citations (Scopus)
    1 Downloads (Pure)
    2016

    A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection

    Giannakis, I., Giannopoulos, A. & Warren, C., 2016, In : IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing. 9, 1, p. 37-51 15 p.

    Research output: Contribution to journal › Article

    Open Access
    File
    78 Citations (Scopus)
    23 Downloads (Pure)

    gprMax: Open Source Software to Simulate Electromagnetic Wave Propagation for Ground Penetrating Radar

    Warren, C., Giannopoulos, A. & Giannakis, I., Dec 2016, In : Computer Physics Communications. 209, p. 163-170 9 p.

    Research output: Contribution to journal › Article

    Open Access
    File
    249 Citations (Scopus)
    2 Downloads (Pure)

    Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar

    Giannakis, I., Giannopoulos, A. & Yarovoy, A., Jun 2016, In : IEEE Transactions on Geoscience and Remote Sensing. 54, 6, p. 3564-3573 10 p.

    Research output: Contribution to journal › Article

    Open Access
    File
    13 Citations (Scopus)
    5 Downloads (Pure)