IEEE

L1Topo: The Level-1 Topological Processor for ATLAS Phase-I Upgrade and Its Firmware Evolution for Use Within the Phase-II Global Trigger

Abstract: The increased instantaneous luminosity of the Large Hadron Collider (LHC) in Run 3 brings the need for the upgrade of the A Toroidal LHC Apparatus (ATLAS) trigger system. The newly ...
IEEE

Using Graph Neural Networks to Improve Generalization Capability of the Models for Deepfake Detection

Abstract: Deepfake detection plays a key role in preventing the misuses of artificial intelligence in video editing. Current deep learning-based deepfake detection methods often perform quite well in ...
The Conversation

Can scientists detect life without knowing what it looks like? Research using machine learning offers a new way

Amirali Aghazadeh receives funding from Georgia Tech. When NASA scientists opened the sample return canister from the OSIRIS-REx asteroid sample mission in late 2023, they found something astonishing.
Microsoft

Roadmap to fault tolerant quantum computation using topological qubit arrays

We describe a concrete device roadmap towards a fault-tolerant quantum computing architecture based on noise-resilient, topologically protected Majorana-based qubits. Our roadmap encompasses four ...
Journal of Medical Internet Research

Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study

Among the open-source models tested, BART demonstrated the best performance in detecting DDEs, achieving an F1-score of 0.86, a false positive rate of 2.8%, and a false negative rate of 6.5%, all ...