Νικόλαος Νικολάου

University College London — United Kingdom

Agricultural and Biological Sciences · Life Sciences

22h-index1.7kcitations95works2.32yr avg
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Research Topics

Horticultural and Viticultural Research(32), Fermentation and Sensory Analysis(19), Semiconductor materials and devices(12), Stellar, planetary, and galactic studies(10), Advanced Memory and Neural Computing(9)

Publications95 total

Multi-Wavelength Transformer-Based 24-Hour Solar Flare Forecasting at the Active-Region Level
2026Open Access
Overview and Practical Recommendations on Using Shapley Values for Identifying Predictive Biomarkers via CATE Modeling
Statistics in Medicine·2026
Adaptive Online Emulation for Accelerating Complex Physical Simulations
arXiv (Cornell University)·2025Open Access
Extreme Learning Machines for Exoplanet Simulations: A Faster, Lightweight Alternative to Deep Learning
arXiv (Cornell University)·2025Open Access
Planetary edge trends
Astronomy and Astrophysics·2025Open Access
A machine learning approach for multimodal data fusion for survival prediction in cancer patients
npj Precision Oncology·2025· 14 citedOpen Access
Extreme learning machines for exoplanet simulations: a faster, lightweight alternative to deep learning
RAS Techniques and Instruments·2025Open Access
High-resolution modeling and projection of heat-related mortality in Germany under climate change
European Journal of Public Health·2024Open Access
Statistical Analysis of Solar Irradiance Variability
2024· 1 citedOpen Access
Quantifying the advantage of multimodal data fusion for survival prediction in cancer patients
2024· 7 citedOpen Access
Fast regression of the tritium breeding ratio in fusion reactors
Machine Learning Science and Technology·2023· 6 citedOpen Access
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots
RAS Techniques and Instruments·2023· 1 citedOpen Access
Peeking inside the Black Box: Interpreting Deep-learning Models for Exoplanet Atmospheric Retrievals
The Astronomical Journal·2021· 28 citedOpen Access
Effects of post-veraison irrigation on the phenolic composition of <i>Vitis vinifera</i> L. cv. ‘Xinomavro’ grapes
OENO One·2021· 11 citedOpen Access
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals
2021· 2 citedOpen Access
Fast Regression of the Tritium Breeding Ratio in Fusion Reactors
arXiv (Cornell University)·2021· 1 citedOpen Access
Lossless Compression and Generalization in Overparameterized Models: The Case of Boosting
International Conference on Learning Representations·2021
PyLightcurve-torch: a transit modeling package for deep learning applications in PyTorch
Publications of the Astronomical Society of the Pacific·2021· 16 citedOpen Access
Carbon isotope natural abundance (δ13C) in grapevine organs is modulated by both water and nitrogen supply
OENO One·2020· 8 citedOpen Access
Carbon isotope natural abundance (δ<sup>13</sup>C) in grapevine organs is modulated by both water and nitrogen supply
SHILAP Revista de lepidopterología·2020Open Access
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Frequent Co-authors

Eleftheria Zioziou(13), Stéfanos Koundouras(9), Nikitas Karagiannidis(6), Christos E. Papadopoulos(5), Anastasia Lazaridou(5), Nikolaos C. Kokkinos(5), I. Waldmann(5), Panagiotis Dimitrakis(5), P. Normand(5), V. Ioannou-Sougleridis(5), O. Failla(4), Σταματίνα Καλλιθράκα(3), Yorgos Kotseridis(3), Gavin Brown(3), D. Stavrakas(3), Laura Rustioni(3), D. Maghradze(3), Gabriele Cola(3), João Brazão(3), Valentina Cornea(3)