Autonomous laboratories for accelerated materials discovery: a community survey and practical insights DOI Creative Commons
Linda Hung,

Joyce A. Yager,

Danielle R. Monteverde

et al.

Published: March 1, 2024

What are researchers’ motivations and challenges related to automation autonomy in materials science laboratories? Our survey on this topic received 102 responses from researchers across a variety of institutions roles. Accelerated discovery was clear theme the responses, another concern about role human researchers. Survey respondents shared use cases targeting accelerated discovery, including examples where partial is preferred over full self-driving laboratories. Building observed patterns researcher priorities needs, we propose framework for levels laboratory non-automated (L0) fully autonomous (L5).

Language: Английский

Autonomous laboratories for accelerated materials discovery: a community survey and practical insights DOI Creative Commons
Linda Hung,

Joyce A. Yager,

Danielle R. Monteverde

et al.

Published: March 1, 2024

What are researchers’ motivations and challenges related to automation autonomy in materials science laboratories? Our survey on this topic received 102 responses from researchers across a variety of institutions roles. Accelerated discovery was clear theme the responses, another concern about role human researchers. Survey respondents shared use cases targeting accelerated discovery, including examples where partial is preferred over full self-driving laboratories. Building observed patterns researcher priorities needs, we propose framework for levels laboratory non-automated (L0) fully autonomous (L5).

Language: Английский

Citations

0