Agentic Data Extraction from Literature
Turn published research into browsable knowledge. This pipeline extracts research conditions and results from PDFs into a continuously updated catalog and an interactive dashboard for cross-study comparisons.
Source code & documentationResearch literature
Published PDFs provide experimental conditions and results.
Structured knowledge
Explore extracted records in a continuously updated catalog.
Compare studies
Search, filter, and review findings in the interactive dashboard.
Pool Boiling
Agentic extraction · 26 papers · 1993–2026
Searchable catalog of pool boiling studies extracted from the literature: experimental conditions, digitized boiling curves and key findings for side-by-side comparison.
waterdielectric fluidsroughened surfacesnanostructuredwettability engineered
Flow Boiling
Agentic extraction · 38 papers · 2002–2025
Searchable catalog of flow boiling studies extracted from the literature: experimental conditions, digitized boiling curves and key findings for side-by-side comparison.
dielectric fluidscryogensrefrigerantsaerospaceelectronics cooling
Condensation
Agentic extraction · 20 papers · 2003–2026
Searchable catalog of condensation studies extracted from the literature: experimental conditions, digitized data series and key findings for side-by-side comparison.
flow condensationdielectric fluidsrefrigerantscircular tubemini/micro-channel
Capillary Boiling
Agentic extraction · 19 papers · 2002–2024
Searchable catalog of capillary boiling studies extracted from the literature: experimental conditions, measured quantities and key findings for side-by-side comparison.
porous coatingstructured surfaceswettability engineeredwaterelectronics cooling
Spray Cooling
Agentic extraction · 40 papers · 1981–2022
Searchable catalog of spray cooling studies extracted from the literature: experimental conditions, measured quantities and key findings for side-by-side comparison.
waterdielectric fluidselectronics coolingaerospacestructured surfaces
Shock-Droplet Interaction
Agentic extraction · 11 papers · 1969–2025
Searchable catalog of shock-droplet interaction studies extracted from the literature: experimental conditions, measured quantities and key findings for side-by-side comparison.
waterorganic liquidspropulsion and combustionhigh-speed flightdroplet deformation