Items where Author is "Giannakis, Iraklis"

Article

Giannakis, Iraklis, Zhou, Feng, Warren, Craig and Giannopoulos, Antonios (2022) On the Limitations of Hyperbola Fitting for Estimating the Radius of Cylindrical Targets in Nondestructive Testing and Utility Detection. IEEE Geoscience and Remote Sensing Letters, 19. pp. 1-5. ISSN 1545-598X

Giannakis, Iraklis, Giannopoulos, Antonios, Warren, Craig and Sofroniou, Anastasia (2022) Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar. IEEE Transactions on Geoscience and Remote Sensing, 60. p. 5901110. ISSN 0196-2892

Giannakis, Iraklis, Zhou, Feng, Warren, Craig and Giannopoulos, Antonios (2021) Inferring the Shallow Layered Structure at the Chang’E-4 Landing Site: A Novel Interpretation Approach Using Lunar Penetrating Radar. Geophysical Research Letters, 48 (16). e2021GL092866. ISSN 0094-8276

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2021) A Machine Learning Scheme For Estimating The Diameter of Reinforcing Bars Using Ground Penetrating Radar. IEEE Geoscience and Remote Sensing Letters, 18 (3). pp. 461-465. ISSN 1545-598X

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2019) A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion. IEEE Transactions on Geoscience and Remote Sensing, 57 (7). pp. 4417-4426. ISSN 0196-2892

Warren, Craig, Giannopoulos, Antonios, Gray, Alan, Giannakis, Iraklis, Patterson, Alan, Wetter, Laura and Hamrah, Andre (2019) A CUDA-based GPU engine for gprMax: open source FDTD electromagnetic simulation software. Computer Physics Communications, 237. pp. 208-218. ISSN 0010-4655

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2019) Realistic FDTD GPR antenna models optimized using a novel linear/nonlinear Full-Waveform Inversion. IEEE Transactions on Geoscience and Remote Sensing, 57 (3). pp. 1768-1778. ISSN 0196-2892

Warren, Craig, Giannopoulos, Antonios and Giannakis, Iraklis (2016) gprMax: Open source software to simulate electromagnetic wave propagation for ground penetrating radar. Computer Physics Communications, 209. pp. 163-170. ISSN 0010-4655

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2015) A realistic FDTD numerical modeling framework of ground penetrating radar for landmine detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9 (1). pp. 37-51. ISSN 1939-1404

Book Section

Akhaury, Utsav, Giannakis, Iraklis, Warren, Craig and Giannopoulos, Antonios (2021) Machine Learning Based Forward Solver: An Automatic Framework in gprMax. In: 2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR). IEEE, Piscataway, pp. 1-6. ISBN 9781665446624, 9781665422536

Majchrowska, Sylwia, Giannakis, Iraklis, Warren, Craig and Giannopoulos, Antonios (2021) Modelling Arbitrary Complex Dielectric Properties – an automated implementation for gprMax. In: 2021 11th International Workshop on Advanced Ground Penetrating Radar (IWAGPR). IEEE, Piscataway, pp. 1-5. ISBN 9781665446624, 9781665422536

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2018) A Machine Learning Approach For Simulating Ground Penetrating Radar. In: 2018 17th International Conference on Ground Penetrating Radar (GPR). IEEE, pp. 1-4. ISBN 978-1-5386-5778-2

Conference or Workshop Item

Giannakis, Iraklis, Warren, Craig, Giannopoulos, Antonios and Sofroniou, Anastasia (2021) Fractal-Based Orthonormal Basis for Compressing and Reducing the Dimensionality of Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar. In: EGU General Assembly 2021: Gather Online, 19th April - 30th April 2021.

Warren, Craig, Giannakis, Iraklis and Giannopoulos, Antonios (2021) gprMax: An Open Source Electromagnetic Simulator for Generating Big Data for Ground Penetrating Radar Applications. In: EGU General Assembly 2021: Gather Online, 19th April - 30th April 2021.

Giannakis, Iraklis, Zhou, Feng, Warren, Craig and Giannopoulos, Antonios (2021) A Shallow Layered Structure at Chang'E-4 Landing Site Revealed Using Lunar Penetrating Radar. In: 52nd Lunar and Planetary Science Conference, 15-19 Mar 2021, Virtual.

Giannakis, Iraklis, Zhou, Feng, Warren, Craig and Giannopoulos, Antonios (2021) A Novel Radar Processing Tool for Estimating the Permittivity Profile of the Shallow Lunar Ejecta: A Case Study at the Von Kármán Crater. In: EGU General Assembly 2021 (vEGU21): Gather Online, 19-30 Apr 2021, online.

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2018) A Fast GPR Numerical Model Based on Machine Learning with Application to Full Waveform Inversion. In: 24th European Meeting of Environmental and Engineering Geophysics: Near Surface Geoscience Conference & Exhibition 2018, 9-13 September 2018, Porto.

Giannakis, Iraklis, Giannopoulos, Antonios, Warren, Craig and Davidson, Nigel (2015) Numerical modelling and neural networks for landmine detection using ground penetrating radar. In: IWAGPR 2015 - 8th International Workshop on Advanced Ground Penetrating Radar, 7th - 10th July 2015, Florence, Italy.

Warren, Craig, Giannopoulos, Antonios and Giannakis, Iraklis (2015) An advanced GPR modelling framework: The next generation of gprMax. In: IWAGPR 2015 - 8th International Workshop on Advanced Ground Penetrating Radar, 7th - 10th July 2015, Florence, Italy.

Warren, Craig, Giannakis, Iraklis and Giannopoulos, Antonios (2015) Performance of a Ground Penetrating Radar Antenna in Heterogeneous Environments. In: 8th Congress of the Balkan Geophysical Society, 5th - 8th October 2015, Chania, Crete.