Top Tweets for #BigThink2020
My illustrious colleague (and fellow @SwRI officemate) @SolarDynamo discussing NASA's data challenges at @nasa_fdl #BigThink2020. Andrés has been leading FDL activities for a couple of years along with @markcheung -- some exciting developments coming out of their efforts!
Consider: NASA gathers 2GB of data *every 15 seconds* from its fleet of spacecraft. Only a fraction is analyzed due to limited time, people, and resources. Artificial Intelligence tools could speed and improve the processes. #BigThink2020 #NASAames @NASA_FDL #AI
NASA's @LikaG_Helio representing the big data challenges (for example, the SDO spacecraft produces about 1.5 TB of data PER DAY, since May 2010) at @nasa_fdl's #BigThink2020.
NASA HQ Heliophysics Division astrophysicist Lika Guhathakurta gives an overview of the sheer amounts of data collected by NASA (spoiler: *colossal*) and the practical challenges of how to cope with it in quality ways. #BigThink2020 #NASAames @NASA_FDL
@nasa_fdl Great piece featuring interview of Lika Guhathakurta by @Nancy_A in @UniverseToday. I remember now meeting her briefly back when I was doing guest-Camilla-handling for #NASA #SDO, haha... https://t.co/eyt64lJjpd #NASAFDL #NASAames #BigThink2020
Speaker @scottpenberthy referenced the “2GB per 15 seconds” stat 😎 I tweeted earlier today, and discusses tensor calculus as applied to new architectures in artificial neural network models. #BigThink2020 #AI #NASAames @NASA_FDL
Think of all the discoveries we see in the press and on social media, slowly circulating. Artificial Intelligence / Machine Learning could speed up analysis, reduce noise, AND enhance accuracy. #NASAames #BigThink2020 #NASAFDL #AI
Due to time-consuming labor, only-once-monthly downloads of HUGE amounts of data, and classification dilemmas, we see only small amounts of discoveries actually made by spacecrafts like Kepler & TESS. #NASAames #BigThink2020 #NASAFDL #AI
(5/5) On a more personal level, one of the challenges is what happens to eyes in micro-grav. When I did my spaceflight sims at #JSC, my vision changed. It never recovered. This affects every space traveler, and is a barrier to Mars. MORE STUDY NEEDED. #BigThink2020 #NASAFDL #AI
(4/5) There's no shortage of brain power. There's no shortage of interest or participation! While many misconceptions remaing about #AI, they could be countered once solutions and utilization tools are easier to access. It likely comes down to budgets. #BigThink2020 #NASAFDL
(3/5) It should be an everyday tool, because Machine Learning and Deep Learning subfields could have advanced these initiatives years ago... especially the splashy projects loved by the public, such as REAMS of #SETI data. #BigThink2020 #NASAFDL #AI
(2/5) In days where I legit used a VT220 to "tune" relational database management systems (RDBMS) via command line interface, I saw firsthand how the tech doubled every few years. But I get the inkling that it's sorely lacking in space & sciences. #BigThink2020 #NASAFDL #AI
(1/5) #NASA Since I started my career in database software, I guess I just assumed space fields (like astronaut health after 6 decades of missions!) were ALREADY much further along than they are in Machine Learning, which I began reading about in 1997. #BigThink2020 #NASAFDL #AI
The sheer array of challenges here is all at once exciting, worrisome, fascinating, and frightening: Asteroid modeling, exoplanets, autonomous wildfire sensing, astrobiology, rocket engine 3D printing... dangers are real, but the solution are in reach. #BigThink2020 #NASAFDL #AI
#NASAames scientist Dr. Carol Stoker reminds us the most pressing issue that needs addressing is climate change on Earth. Can #AI help us accelerate practical solutions? Here's an example of the opportunities that need challenge proposals. #BigThink2020 @nasa_fdl #ClimateChange
#NASAames Aerospace engineer & Lunar Dev Mgr Dr. Allison Zuniga inspiring many attendees to submit proposals on how to best address data in many Planetary Science categories. #BigThink2020 #AI @NASA_FDL
Reminds me of a lecture I attended a decade ago when Kepler was mid-way thru its mission. One of the project scientists mentioned that it would take years, maybe decades, to get through the collected data. This was just casually accepted. #AI #BigThink2020 #NASAames @NASA_FDL
Some fields have literally decades of data that has rarely been analyzed: solar storms, solar flares, magnetic flux, other forms of space weather features etc. As I learn more, I'm only shocked at how #AI is NOT already being used. #BigThink2020 #NASAames #NASAFDL
Consider: NASA gathers 2GB of data *every 15 seconds* from its fleet of spacecraft. Only a fraction is analyzed due to limited time, people, and resources. Artificial Intelligence tools could speed and improve the processes. #BigThink2020 #NASAames @NASA_FDL #AI
NASA HQ Heliophysics Division astrophysicist Lika Guhathakurta gives an overview of the sheer amounts of data collected by NASA (spoiler: *colossal*) and the practical challenges of how to cope with it in quality ways. #BigThink2020 #NASAames @NASA_FDL
SETI Institute President & CEO Bill Diamond welcomes the returning teams, and gives a congratulatory review to @NASA_FDL work applying #AI to planetary defense, astronaut health, Earth science, heliophysics, & lunar+solar system exploration. #NASAames #BigThink2020 @SETIInstitute
NASA Ames Research Center is the leader in #AI efforts, and as its 5th year gets rolling, @NASA_FDL has some incredible partners in Silicon Valley and all over the world! #BigThink2020 How many of you have heard of NASA FDL... show of hands??
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