3 papers
cond-mat.mtrl-sci2026
Active Learning Guided Computational Discovery of 2D Materials with Large Spin Hall Conductivity
Abhijeet J. Kale, Sanjeev S. Navaratna, Pratik Sahu +3
Two-dimensional (2D) materials are promising candidates for next-generation spintronic devices due to their tunable properties and potential for efficient spin-charge interconversi…
physics.ins-det2025
Operating advanced scientific instruments with AI agents that learn on the job
Aikaterini Vriza, Michael H. Prince, Tao Zhou +2
Advanced scientific user facilities, such as next generation X-ray light sources and self-driving laboratories, are revolutionizing scientific discovery by automating routine tasks…
cond-mat.mtrl-sci2025
Adaptive AI decision interface for autonomous electronic material discovery
Yahao Dai, Henry Chan, Aikaterini Vriza +14
AI-powered autonomous experimentation (AI/AE) can accelerate materials discovery but its effectiveness for electronic materials is hindered by data scarcity from lengthy and comple…