PIPages
Labs

Stuart Chalk

University of North Florida, FL·Computer Science

Researchers create huge amounts of data, but much of it is poorly recorded, hard to find, and rarely shared or reused. Digital research notebooks, software that replaces the paper lab notebook, could help, but most do not fit the varied needs of different fields.

Fields

Computer Science

Chemistry

Topics

research data management

digital research notebook

electronic lab notebook

Grants
1 known grant, through Dec 2026

What they work on

  1. Develop core components of KnowLedger, an open digital research notebook that records data and notes, connects to online resources, and can be tailored to different scientific workflows.
  2. Set up GitHub repositories as community hubs where researchers can contribute data access and analysis modules, data templates with minimum metadata standards, and research workflows.
  3. Outline and demonstrate how an open, distributed ecosystem for research data management could be organized, so research communities can adopt and extend it.

More about the research

This project begins building KnowLedger, an open, free ecosystem for a digital research notebook. It aims to serve all research communities, with development largely in the community's hands.

Why it matters

An open, customizable digital notebook could help scientists in many fields record data more completely and attach standard descriptive information. That could make research data easier to share and reuse, and help disciplines build shared data-management tools instead of relying on closed commercial products.

Known grants

From NIH and NSF research grants. Labs often have other funding we can't see.

EAGER: CI PAOS: KnowLedger: An Open Digital Notebook for Research Data Management

NSF · Jan 2025 – Dec 2026

Closest labs

Noah Daniels

University of Rhode Island, RI·Computer Science

Develop the MEDFORD language and parser as a human-readable layer that converts researchers' metadata into popular machine-readable metadata standards and FAIR databases.

David Elbert

Johns Hopkins University, MD·Materials Science

Coordinate data producers, users, repositories and publishers through the Materials Research Coordination Network (MaRCN) to make depositing materials data in trusted repositories the norm under FAIR (findable, accessible, interoperable, reusable) principles.

Douglas Thain

University of Notre Dame, IN·Computer Science

Develop NBFlow, a toolkit that records notebook executions and converts them into workflows that schedule tasks concurrently on high performance clusters or clouds.

The school

University of North Florida: 1 labs on PI Pages, $19M a year on research, 27 research doctorates a year.

More about University of North Florida

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