Concept
Randomness extractor
Publications associées (26)
Machine Learning for Screening Small Molecules as Passivation Materials for Enhanced Perovskite Solar Cells
Mohammad Khaja Nazeeruddin, Bin Ding, Xianfu Zhang, Bo Chen, Chaohui Li, Yan Liu
Utilization of small molecules as passivation materials for perovskite solar cells (PSCs) has gained significant attention recently, with hundreds of small molecules demonstrating passivation effects. In this study, a high-accuracy machine learning model i ...
Weinheim2024On the Double Descent of Random Features Models Trained with SGD
We study generalization properties of random features (RF) regression in high dimensions optimized by stochastic gradient descent (SGD) in under-/overparameterized regime. In this work, we derive precise non-asymptotic error bounds of RF regression under b ...
2022Certification of the efficient random number generation technique based on single-photon detector arrays and time-to-digital converters
True random number generators (TRNGs) allow the generation of true random bit sequences, guaranteeing the unpredictability and perfect balancing of the generated values. TRNGs can be realised from the sampling of quantum phenomena, for instance, the detect ...
Hoboken2021