Austin McDannald

1. Human-In-the-Loop for Bayesian Autonomous Materials Phase Mapping
   2023/06/17 by F. Adams, Adams, Felix, Austin McDannald +5 · 3 citations
   Chemical Engineering · Materials Science · #Catalysis and Oxidation Reactions #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
2. Scalable Multi-Agent Lab Framework for Lab Optimization
   2022/08/19 by A. Gilad Kusne, Kusne, A. Gilad, Austin McDannald +1 · 2 citations
   Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Modular Robots and Swarm Intelligence #Multiagent Systems (cs.MA) #Open Source Software Innovations
3. Benchmarking Active Learning Strategies for Materials Optimization and Discovery
   2022/04/12 by Alex Wang, Haotong Liang, Wang, Alex +7 · 1 citation
   Engineering · Materials Science · #Advanced Materials Characterization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography
4. Real-time experiment-theory closed-loop interaction for autonomous materials science
   2024/10/22 by Haotong Liang, C Wang, Liang, Haotong +14 · 1 citation
   Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Robotics (cs.RO)