AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation

Y Liu, K Roccapriore, M Checa, SM Valleti… - Small …, 2024 - Wiley Online Library
Microscopy has been pivotal in improving the understanding of structure‐function
relationships at the nanoscale and is by now ubiquitous in most characterization labs …

High-speed mapping of surface charge dynamics using sparse scanning Kelvin probe force microscopy

M Checa, AS Fuhr, C Sun, R Vasudevan… - Nature …, 2023 - nature.com
Unraveling local dynamic charge processes is vital for progress in diverse fields, from
microelectronics to energy storage. This relies on the ability to map charge carrier motion …

Synergizing Human Expertise and AI Efficiency with Language Model for Microscopy Operation and Automated Experiment Design

Y Liu, M Checa, RK Vasudevan - Machine Learning: Science and …, 2024 - iopscience.iop.org
With the advent of large language models (LLMs), in both the open source and proprietary
domains, attention is turning to how to exploit such artificial intelligence (AI) systems in …

On-demand nanoengineering of in-plane ferroelectric topologies

M Checa, B Pant, A Puretzky, B Dryzhakov… - Nature …, 2024 - nature.com
Hierarchical assemblies of ferroelectric nanodomains, so-called super-domains, can exhibit
exotic morphologies that lead to distinct behaviours. Controlling these super-domains …