QLEDs — light-emitting diodes that rely on nanocrystals called quantum dots — are usually made with toxic heavy metals. A strategy has been developed to make QLEDs with a performance comparable to that of commercially available technologies but using a more environmentally friendly alloy of zinc, selenium, telluriu

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Nature
nature.com > articles > s41598-026-40881-0

F-Transformer: a federated transformer for efficient and privacy-preserving sequence generation - Scientific Reports

4+ mon, 1+ week ago   (1667+ words) The following are the research contributions of this article. We propose a unique incremental FL strategy where local clients continuously train on newly arriving data while the global model progressively aggregates knowledge across distributed nodes. This approach differs from conventional…...