Resources

Gaussian Processes

Human in the loop BO to Improve AI Alignment

Physics-Constrained Multi-Objective Bayesian Optimization of Digital Light Processed Thermoplastics


CASE Seminar -- Autonomous Experimentation 101: 

Unraveling Hierarchical Polymers using Self-Driving Labs

CASE Seminar: Autonomous Experimentation 101: X-Ray and Neutron Scattering

video1173632193.mp4

CASE Seminar: Autonomous Experimentation 101: Microscopy

John's recent paper: https://www.nature.com/articles/s41524-022-00777-9

Aaron's notebook, presentation, and datasets 1 and 2.

CASE Seminar: Autonomous Experimentation 101

Download the recording of the seminar here.

Workshop Report July 2021

DOE_AD_CAMERA_Workshop_Report.pdf

More material from the workshop can be found here.

The Artificial Chemist

Autonomous Experimentation at Brookhaven National Lab

Autonomous Experimentation at ILL, France

John's recent paper: https://www.nature.com/articles/s41524-022-00777-9

Aaron's notebook, presentation, and datasets 1 and 2.