ElFys (Finland)

Recent papers from ElFys (Finland)

1. Physics‐Guided Monte Carlo Surrogate Modeling for Optical Properties Inference and Spectral Prediction From Limited Experimental DataAdvanced Theory and Simulations · 2026
2. Deep learning-based surrogate model for generation of wood microstructuresNext Materials · 2026
3. Machine Learning on Magnetoencephalography Data Yields Generalizable Low‐Dimensional Neural Fingerprints That Distinguish Individuals Across Task ConditionsHuman Brain Mapping · 2026
4. Impact of evaluation noise in the context of multi-objective Bayesian optimization with the intrinsic coregionalization modelNeurocomputing · 2026
5. Machine learning on magnetoencephalography data yields generalizable low-dimensional neural fingerprints that distinguish individuals across task conditions2026
6. VitroBert: modeling DILI by pretraining BERT on in vitro dataJournal of Cheminformatics · 2025
7. Near-infrared germanium PIN-photodiodes with >1A/W responsivityLight Science & Applications · 2025
8. Semi-continuous, industrial-like production of transparent cellulose films by means of the Lyocell-type Ioncell® processRSC Sustainability · 2025
9. Efficient surface passivation of germanium nanostructures with 1% reflectanceNanotechnology · 2023
10. Excellent Responsivity and Low Dark Current Obtained With Metal-Assisted Chemical Etched Si PhotodiodeIEEE Sensors Journal · 2023
11. Fast Wafer-Level Characterization of Silicon Photodetectors by Photoluminescence ImagingIEEE Transactions on Electron Devices · 2022
12. Black-Silicon Ultraviolet Photodiodes Achieve External Quantum Efficiency above 130%Physical Review Letters · 2020
13. Quantum efficiency of black silicon photodiodes at VUV wavelengthsOptics Express · 2020
14. Modeling Field Effect in Black Silicon and Its Impact on Device PerformanceIEEE Transactions on Electron Devices · 2020