Sunday, July 25, 2021

g-f(2)392 THE BIG PICTURE OF BUSINESS ARTIFICIAL INTELLIGENCE (7/25/2021), Phys.org, Artificial intelligence helps improve NASA's eyes on the Sun


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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.


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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).

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


                                  Authors of the genioux fact

                                  Fernando Machuca


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                                  ABOUT THE AUTHORS


                                  Susannah Darling



                                  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.


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