Australian Broadcasting Corporation

NSW V-Set passenger train makes its last stops giving enthusiasts a chance to say goodbye

The V-Set passenger trains have made their final journey from regional NSW to Sydney. After 55 years on the tracks the "steel rattlers" will be succeeded by the Mariyung Fleet, which have already been ...
Phys.org

New class of strong magnets uses earth-abundant elements, avoids rare-earth metals

Georgetown University researchers have discovered a new class of strong magnets that do not rely on rare-earth or precious metals—a breakthrough that could significantly advance clean energy ...
The New York Times

The Dirty Truth About Your Clean-Energy Car

In a new book, Nicolas Niarchos traces the mineral supply chain for lithium-ion batteries, exposing their considerable human and environmental costs. By Peter S. Goodman Peter S. Goodman is the global ...
IEEE

Semi-Supervised Graph Constraint Dual Classifier Network With Unknown Class Feature Learning for Hyperspectral Image Open-Set Classification

Abstract: In view of the practical value of open datasets of hyperspectral images (HSIs), HSI open-set classification (OSC) has attracted more and more attention. Existing HSI OSC methods are usually ...
IEEE

Open Set Domain Adaptation With Soft Unknown-Class Rejection

Abstract: The goal of domain adaptation (DA) is to train a good model for a target domain, with a large amount of labeled data in a source domain but only limited labeled data in the target domain.