I talk about computational #openscience communication and science publishing. On the jupyterbook.org & @mystmd.org teams, co-founder of @curvenote.com & @continuous.foundation.
Strategies for effective transfer learning for HRTEM analysis with neural networks
A series of case studies using simulated datasets to explore successful recipes for transfer learning
Towards Modular Open Science
Science is trapped in a paper-shaped box. In this talk at the ATProto community, Rowan Cockett introduces the structural states of scientific components — the floor, the buckets, and the shelf — and makes the case for a second wave of modular science where modularity emerges from packaging rather than being imposed as a precondition. The talk introduces the Open Exchange Architecture (OXA), a new standard for modular and composable scientific content.
Empowering science communities with open, democratic, researcher-owned infrastructure.
We’re building communities and tech for publishing, curating, sharing, and discussing research online using ATProto and other decentralized protocols.

www.elementalmicroscopy.org
Strategies for effective transfer learning for HRTEM analysis with neural networks