Explainable automated experiment and human in the loop interventions

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_post-experiment-forensics-and-human-in-the-loop-activity-7031197872259825664-PuvX?utm_source=share&utm_medium=member_android

There is no (pure) physics of oxides on the nanoscale

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_atomic-scale-electrochemistry-on-the-surface-activity-7024706160242880512-BnFG?utm_source=share&utm_medium=member_android

Management and management culture (for academic scientists)*

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_high-output-management-activity-7022210571013902336-gC-n?utm_source=share&utm_medium=member_android

What makes transitions in instrumental communities, and do they have to be black swan events.

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_exploring-physics-of-ferroelectric-domain-activity-7021099978873819136-2NIp?utm_source=share&utm_medium=member_android

10 things that 2023 will bring for ML in experimental physical sciences

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_ml-autonomous-materials-activity-7015401207779229696-LgaH?utm_source=share&utm_medium=member_android

How did my machine learning journey start (and why SPM of ferroelectric materials has everything to do with it)

https://www.linkedin.com/posts/sergei-kalinin-5bb44b18_my-journey-into-machine-learning-started-activity-7013136896352477185-jBHh?utm_source=share&utm_medium=member_android

Atomic-scale e-beam sculptor

A system and method (referred to as the system) fabricates controllable atomic assemblies in two and three dimensions. The systems identify by a non-invasive imager, a local atomic structure, distribution of vacancies, and dopant atoms and modify, by a microscopic modifier, the local atomic structure, via electron beam irradiation ...