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.
