Pressurized fluid pipelines are among the most crucial components in industrial settings.Operating under high pressure leads to pipeline susceptibility to cracking, rupture, and significant damage.Monitoring the condition and predicting the remaining useful life before the failure of pressurized pipes are essential for informed and timely maintenan
Post-processing methods for delay embedding and feature scaling of reservoir computers
Abstract Reservoir computing is a machine learning method that is well-suited for complex time series prediction tasks.Both delay embedding and the projection of input data into a higher-dimensional usc trojans snapback hat space play important roles in enabling accurate predictions.We establish simple post-processing methods that train on past nod
Contact lens associated keratitis due to Tintelnotia destructans
We report the first read more case of Tintelnotia destructans associated keratitis in a contact lens wearer in Australia.Corneal scrape showed fungal elements on direct microscopy leading to a prompt diagnosis of fungal keratitis and early topical and systemic antifungal therapy.The isolate was eventually identified by ITS gene jerome brown jersey