Measuring the substructure mass power spectrum of 23 SLACS strong galaxy–galaxy lenses with convolutional neural networks Journal Articles
Monthly Notices of the Royal Astronomical Society, 532(2), 2248–2269
Publications
https://spl.ics.forth.gr/publications/
Necessary reforms in the Greek academic system Journal Articles
Frontiers in Political Science, vol. 6 - 2024 doi: 10.3389/fpos.2024.1471002
LiteBIRD science goals and forecasts: improving sensitivity to inflationary gravitational waves with multitracer delensing Journal Articles
Journal of Cosmology and Astroparticle Physics, 2024(06), 010. https://doi.org/10.1088/1475-7516/2024/06/010
LiteBIRD science goals and forecasts: a full-sky measurement of gravitational lensing of the CMB Journal Articles
Journal of Cosmology and Astroparticle Physics, 2024(06), 009. https://doi.org/10.1088/1475-7516/2024/06/009
Theoretical wavelet ℓ1-norm from one-point probability density function prediction Journal Articles
Astronomy and Astrophysics. https://doi.org/10.1051/0004-6361/202450061
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting Journal Articles
Giannopoulos MichalisTsagkatakis GrigoriosTsakalides Panagiotis
MDPI Remote Sensing
Ground-based image deconvolution with Swin Transformer UNet Journal Articles
Astronomy and Astrophysics, 688, A6. https://doi.org/10.1051/0004-6361/202449495
De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks Journal Articles
Zervou Michaela AretiDoutsi EffrosyniPantazis YannisTsakalides Panagiotis
MDPI International Journal of Molecular Sciences, Special Issue on Molecular Advances in Bioinformatics Analysis of Protein Properties
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold In Proceedings
Zervou Michaela AretiDoutsi EffrosyniTsakalides Panagiotis
in Proc. 2024 International Conference on Acoustics, Speech, and Signal Processing (ICASSP ‘24), Seoul, Korea
A Generative Neighborhood-based Deep Autoencoder for Robust Imbalanced Classification Journal Articles
Troullinou EiriniTsagkatakis GrigoriosLosonczy AttilaPoirazi PanayiotaTsakalides Panagiotis
IEEE Transactions on Artificial Intelligence, vol. 5, no. 1, pp. 80-91, Jan. 2024, doi: 10.1109/TAI.2023.3249685.
Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks Journal Articles
Monthly Notices of the Royal Astronomical Society, 499 (4), pp. 5641–5652, 2020.
Deep Learning for Multilabel Land Cover Scene Categorization Using Data Augmentation Journal Article Journal Articles
Stivaktakis RadamanthysTsagkatakis Grigorios
IEEE Geoscience and Remote Sensing Letters, 16 (7), pp. 1031 - 1035, 2019.
4D U-Nets for Multi-Temporal Remote Sensing Data Classification Journal Articles
Giannopoulos MichalisTsagkatakis Grigorios
Remote Sensing, 14 (3), pp. 634, 2022.
Neuronal Communication Process Opens New Directions in Image and Video Compression Systems In Proceedings In Proceedings
Proc. European Research Consortium for Informatics and Mathematics, Special Theme: Brain-inspired Computing (ERCIM News 125), pp. 27–28, 2021.
A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising In Proceedings In Proceedings
Pentari AnastasiaTzagkarakis George
Proc. IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 523–529, 2020.