National Research Foundation of Korea

Korea's specialized research-management agency, formed in 2009, which funds academic and R&D programs and plans to open a performance-management IR center next year.

Known aliases

Korea Research Foundation (successor agency)

Current stories

science1 publisherOne report

Autoencoder infers local atomic structure in amorphous IGZO devices from broadened oxygen spectra

Researchers trained a variational autoencoder on paired structural data and O K-edge EELS spectra to map local atomic descriptors in amorphous IGZO devices. Device groups get a way to read structure from broadened, overlapping spectra, though the abstract gives no error figure for the inferred descriptors.

Publishers:nature.com

Reality

Evidence45
Adoption: Insufficient
Hype gap+15
Incentives40
Confidence45

science1 publisherOne report

In a darknet traffic study, tree-based feature selection proved steadier than autoencoders

Kirubavathi and colleagues hit 95.2% test accuracy classifying VPN and Tor darknet traffic with a CNN fed features picked by recursive elimination. For anyone building a detector, the comparison of feature selectors behind that score is the more useful result.

Publishers:nature.com

Reality

Evidence50
Adoption: Insufficient
Hype gap+25
Incentives15
Confidence55

science1 publisherOne report

Seoul theorists place every atom-light coupling regime on one graph-derived scale

Physicists at two Seoul universities map one atom's interaction with light as a semi-infinite graph and place weak through deep-strong coupling on one scale. The work is theory, and its use for devices depends on whether the index tracks something a lab can measure.

Publishers:phys.org

Reality

Evidence45
Adoption: Insufficient
Hype gap+25
Incentives35
Confidence50

science1 publisherOne report

Korean researchers borrow norm conservation from quantum circuits to design hydrogen catalysts

A team in Korea added orthogonal transformations to a generative model so fine-tuning would stop warping its latent space, and says the result becomes useful for hydrogen-evolution catalysts once transfer learning adds data.

Publishers:nature.com

Reality

Evidence38
Adoption: Insufficient
Hype gap+20
Incentives30
Confidence45

invest1 publisherOne report

Korea's research funder is building the unit that will grade the universities it pays

The National Research Foundation of Korea wants an institutional research center open next year, feeding measured outcomes back into who gets funded. The indicators are not written yet.

Publishers:en.sedaily.com

Reality

Evidence42
Adoption18
Hype gap+20
Incentives62
Confidence45