Austin McDannald

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Lego Mindstorms

Active Learning Strategies

Symbolic Regression

Bayesian Estimation

Top Venues

Publications

A. Gilad Kusne, Austin McDannald, Brian DeCost
Learning material synthesis-structure-property relationship by data fusion: Bayesian Co-regionalization N-Dimensional Piecewise Function Learning. CoRR (2023)
Felix Adams, Austin McDannald, Ichiro Takeuchi, A. Gilad Kusne
Human-In-the-Loop for Bayesian Autonomous Materials Phase Mapping. CoRR (2023)
A. Gilad Kusne, Austin McDannald
Scalable Multi-Agent Framework for Optimizing the Lab and Warehouse. CoRR (2022)
Logan Saar, Haotong Liang, Alex Wang, Austin McDannald, Efrain Rodriguez, Ichiro Takeuchi, A. Gilad Kusne
A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation. CoRR (2022)
Alex Wang, Haotong Liang, Austin McDannald, Ichiro Takeuchi, A. Gilad Kusne
Benchmarking Active Learning Strategies for Materials Optimization and Discovery. CoRR (2022)
A. Gilad Kusne, Austin McDannald, Brian L. DeCost, Corey Oses, Cormac Toher, Stefano Curtarolo, Apurva Mehta, Ichiro Takeuchi
Physics in the Machine: Integrating Physical Knowledge in Autonomous Phase-Mapping. CoRR (2021)