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Opportunity, Artificial intelligence helps improve NASA's eyes on the Sun

A group of researchers is using artificial intelligence techniques to calibrate some of NASA's images of the Sun, helping improve the data that scientists use for solar research.

Lesson learned, Key data at NASA needs to be frequently calibrated

Launched in 2010, NASA's Solar Dynamics Observatory, or SDO, has provided high-definition images of the Sun for over a decade.
Its images have given scientists a detailed look at various solar phenomena that can spark space weather and affect our astronauts and technology on Earth and in space.
AIA (The Atmospheric Imagery Assembly) degrades over time, and the data needs to be frequently calibrated.

Opportunity, Virtual calibration at NASA through Machine Learning

Machine learning, a technique used in artificial intelligence, is perfectly suited to constant instrument calibration.
Machine learning requires a computer program, or algorithm, to learn how to perform its task.

Genioux knowledge fact condensed as an image

Condensed knowledge

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Opportunity, Artificial intelligence helps improve NASA's eyes on the Sun

A group of researchers is using artificial intelligence techniques to calibrate some of NASA's images of the Sun, helping improve the data that scientists use for solar research.

Lesson learned, Key data at NASA needs to be frequently calibrated

Launched in 2010, NASA's Solar Dynamics Observatory, or SDO, has provided high-definition images of the Sun for over a decade.
Its images have given scientists a detailed look at various solar phenomena that can spark space weather and affect our astronauts and technology on Earth and in space.
AIA (The Atmospheric Imagery Assembly) degrades over time, and the data needs to be frequently calibrated.

Opportunity, Virtual calibration at NASA through Machine Learning

Machine learning, a technique used in artificial intelligence, is perfectly suited to constant instrument calibration.
Machine learning requires a computer program, or algorithm, to learn how to perform its task.

Category 2: The Big Picture of the Digital Age

[genioux fact deduced or extracted from Phys.org]

This is a “genioux fact fast solution.”

Tag Opportunities those travelling at high speed on GKPath

Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).

Type of validity of the "genioux fact".

Inherited from sources + Supported by the knowledge of one or more experts.

Authors of the genioux fact

Fernando Machuca

References

Artificial intelligence helps improve NASA's eyes on the Sun, Susannah Darling, NASA, July 24, 2021, Phys.org.

ABOUT THE AUTHORS

Susannah Darling

Extracted from cuwip2019

Susannah (“Soozi”) Darling is an Applied Physics graduate from Christopher Newport University, that now works at NASA HQ as Outreach Coordinator and Public Engagement Writer for the Heliophysics Division. She works on generating and gathering outreach materials for events and researching and writing scientific articles pertaining to the connection between the Sun and the Earth, including “Why the Parker Solar Probe Won’t Melt” and “Voyager 2 May Soon be Joining its Twin in Interstellar Space”. She previously had worked as a Technical Writer in DC, a Software Engineer in Richmond and had internships at Jefferson Laboratory and Space@VT. During her senior year capstone she 3D printed a nanosatellite to test for launch readiness.