POSITION / RESEARCH-GAP NOTE. Version 1.1 (2026-07-26); first published 2026-07-18. This note establishes no empirical result and must not be cited as one. It argues a structural gap and gives the design specification of the study that would close it. — The gap — A family of acco…
This record provides the complete code, frozen configurations, calibration and test seeds, raw episode- and step-level logs, processed tables, statistical outputs, figures, environment manifests, checksums, and a self-contained Google Colab workflow for a reviewer-requested compa…
These are the data and results reported in the paper "A probabilistic digital twin framework for corrosion-fatigue prognosis of floating offshore wind turbines".
Self-supervised deep learning has emerged as a powerful method for image enhancement when a priori ground-truth references are not available. Stemming from Noise2Noise , it was shown that a convolutional neural network (CNN) can be trained from a noisy input and target pair of th…
Artificial intelligence (AI) has rapidly become a transformative force in health care, enhancing diagnostic accuracy, treatment planning, patient monitoring, and operational efficiency. This article explores advanced and emerging AI techniques-such as deep learning, reinforcement…
This repository contains the datasets and source code associated with Georgiev et al., Science Advances (2026). https://doi.org/10.1126/sciadv.aec5080 To get started with the software, visit our GitHub repository. The software provides both a graphical user interface (GUI) and a…