Iraklis Giannakis

Lecturer, Geosciences, Geology and Geophysics
Earth Systems and Environmental Sciences

Accepting PhD Students

PhD projects

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

Source: Scopus

Research activity per year

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589 Citations
15 Article
4 Paper
3 Conference contribution

15 results

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2021
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar
Giannakis, I., Giannopoulos, A. & Warren, C., Mar 2021, In: IEEE Geoscience and Remote Sensing Letters (GRSL). 18, 3, p. 461-465 5 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
10 Downloads (Pure)
Optimising the complex refractive index model for estimating the permittivity of heterogeneous concrete models
Zadhoush, H., Giannopoulos, A. & Giannakis, I., 16 Feb 2021, In: Remote Sensing. 13, 4, 15 p., 723.
Research output: Contribution to journal › Article › peer-review

Open Access
File
2020
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., Oct 2020, In: NDT & E International. 115, 10 p., 102294.
Research output: Contribution to journal › Article › peer-review
1 Citation (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 › peer-review

Open Access
File
7 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 › peer-review
3 Citations (Scopus)
2019
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 › peer-review
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 › peer-review

Open Access
File
5 Citations (Scopus)

1 Downloads (Pure)
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 › peer-review
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 › peer-review
16 Citations (Scopus)
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 › peer-review

Open Access
File
18 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 › peer-review
13 Citations (Scopus)
2016
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 › peer-review

Open Access
File
293 Citations (Scopus)

9 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 › peer-review

Open Access
File
15 Citations (Scopus)

5 Downloads (Pure)
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection
Giannakis, I., Giannopoulos, A. & Warren, C., Jan 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 › peer-review

Open Access
File
93 Citations (Scopus)

61 Downloads (Pure)
2014
A Novel Piecewise Linear Recursive Convolution Approach for Dispersive Media Using the Finite-Difference Time-Domain Method
Giannakis, I. & Giannopoulos, A., May 2014, In: IEEE Transactions on Antennas and Propagation. 62, 5, p. 2669-2678 10 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
23 Citations (Scopus)

1 Downloads (Pure)

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