Article

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 (2018) A CUDA-based GPU engine for gprMax: open source FDTD electromagnetic simulation software. Computer Physics Communications Package, 237. pp. 208-218. ISSN 0010-4655

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2018) Realistic FDTD GPR antenna models optimized using a novel linear/non-linear 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 Yarovoy, Alexander (2016) Model-based evaluation of signal-to-clutter ratio for landmine detection using ground-penetrating radar. IEEE Transactions on Geoscience and Remote Sensing, 54 (6). pp. 3564-3573. ISSN 0196-2892

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craing (2016) 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

Giannakis, Iraklis and Giannopoulos, Antonios (2015) Time-synchronized convolutional perfectly matched layer for improved absorbing performance in FDTD. IEEE Antennas and Wireless Propagation Letters, 14. pp. 690-693. ISSN 1536-1225

Giannakis, Iraklis and Giannopoulos, Antonios (2014) A novel piecewise linear recursive convolution approach for dispersive media using the finite-difference time-domain method. IEEE Transactions on Antennas and Propagation, 62 (5). pp. 2669-2678. ISSN 0018-926X

Conference or Workshop Item

Giannakis, Iraklis, Giannopoulos, Antonios and Warren, Craig (2018) A machine learning approach for simulating ground penetrating radar. In: 17th International Conference on Ground Penetrating Radar, 18-21 Jun 2018, Rapperswil, Switzerland.

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

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

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

Giannakis, Iraklis, Giannopoulos, Antonios and Davidson, Nigel (2014) Realistic modelling of ground penetrating radar for landmine detection using FDTD. In: Ground Penetrating Radar (GPR), 2014 15th International Conference on, 30 June-4 July 2014, Brussels, Belgium.

Giannakis, Iraklis, Pajewski, Lara and Giannopoulos, Antonios (2014) Numerical modelling of ground penetrating radar antennas. In: EGU General Assembly, 12-17 April 2015, Vienna, Austria.

Giannakis, Iraklis, Giannopoulos, Antonios and Davidson, Nigel (2012) Incorporating dispersive electrical properties in FDTD GPR models using a general Cole-Cole dispersion function. In: 14th International Conference on Ground Penetrating Radar, 4-8 June 2012, Shanghai, China.