
KnowHax: HelioKNOW
Helio-KNOW: Heliophysics Data Exploration Platform
Interface for exploring heliophysics data through networks, tables, and timelines
Jun 2024
10 solutions built by 21 people across 6 challenges between Jun 2024 and Jun 2026. Teams worked with Knowledge Graphs, Ontology Mapping and Natural Language Processing.
10 solutions. Winners first, then the most complete projects.

KnowHax: HelioKNOW
Interface for exploring heliophysics data through networks, tables, and timelines
Jun 2024
Knowledge Graphs · OpenAlex API · Retrieval Augmented Generation
CollabNext
Plain-language chatbot to discover underrepresented researchers in OpenAlex knowledge graph
1 builder · Sep 2025

Hack Climate Models
Structured knowledge base and entity recognition for climate research publications and datasets
1 builder · Sep 2025
Network Graphs · OpenAlex API · Python
CollabNext
Interactive map visualizing HBCU research collaborations and institutional connections through OpenAlex data
6 builders · Sep 2025
Knowledge Graphs · Ontology Mapping · Data Quality Management
NSF Gaps-to-Graphs (FABRIC)
Prioritization and consistency framework for mapping entities across knowledge graph resources
4 builders · May 2026
Knowledge Graphs
NSF Gaps-to-Graphs
Co-piloting data enhancement solutions to help Proto-OKN projects transition AI research to industry
2 builders · Jan 2026

CollabNext
Connects researchers at HBCUs with collaboration opportunities across institutions
5 builders · Jun 2024
Ontology Mapping · Named Entity Recognition · Natural Language Processing
Hack Climate Models
Identifying climate data used in scientific publications for Temple University
1 builder · Jun 2024
Knowledge Graphs · AI Agents
KnowHax: HelioKNOW
An interface that lets researchers explore Heliophysics data in an intuitive way
Jun 2024
KnowHax: FRINK
De-silo search and find features for data in proto-OKN for RENCI at North Carolina University
2 builders · Jun 2024
People who shipped solutions here. Their profiles show the skills behind the work.
Skills and technologies
Impact
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10 solutions so far, from 6 challenges: NSF Gaps-to-Graphs (FABRIC), Hack Climate Models, KnowHax: HelioKNOW and NSF Gaps-to-Graphs and more. 4 include a video demo.
21 people contributed, working in teams, including S. S., C. N. and M. M.. Each builder's profile shows the skills they used and the solutions they shipped.
The most common are Knowledge Graphs, Ontology Mapping, Natural Language Processing, Named Entity Recognition and Python.
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