August 2024
Our team had the opportunity to present our research at the Microscopy and Microanalysis Conference 2024 in Cleveland, Ohio.
- Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization – Sergei Kalinin et al.,
- Synergizing Theoretical Model Development and Experimentation through the Bayesian Co-navigation Workflow – Sergei Kalinin et al.,
- Human-in-the-Loop Automated Experiment Simulated with Scanning Tunneling Microscopy – Richard Liu et al.,
- Realizing Smart STEM via Machine Learning on Remote High Performance Computer – Utkarsh Pratiush et al.,
- Reward Driven Image Analysis Workflow in Static and Active Learning – Kamyar Barakati et al.,
July 2024
June 2024
Our group is proud to announce the release of our initial series of papers. Congratulations to Richard Liu, Kamyar Barkati, and Aditya Raghavan for their remarkable contributions. Below are the papers:
- Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation
- Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS
- Physics-based reward driven image analysis in microscopy
- Evolution of ferroelectric properties in SmxBi1-xFeO3 via automated Piezoresponse Force Microscopy across combinatorial spread libraries
May 2024
Congratulations to Utkarsh Pratiush for winning first place in the “LLM Applications in Materials and Chemistry 2024” competition. This is a well-deserved honor, and we are proud to have you as a member of the AE-SPM group.August 2023
Welcoming the graduate students to the group with an in person dinner event.
The AE-SPM group is setting up the lab and adding the Jupiter AFM from Oxford Instruments, which will be instrumental for our early career researchers.