Meanwhile, coupler 80 G isprobablylinedupwithandobscuredbyotherplanetsinitsneighborhood.
Thetelescopecouldstilldetectthem, buttheirsignalsweretoosmallforourolderprogramstoflagorfor a humantonotice.
Butnow, thankstoadvancesinartificialintelligence, computerscanteachthemselves, had a betterrecognizesignals, andthey'regettingsogoodthattheyconfinedplanetsthoseotherprogramsoverlooked.
Thescientistswhomadethediscoveriesused a machinelearningprogramstopickapartthestars.
Datasetsmachinelearningiswhen a computerusesalgorithmscalledneuralnetworkstodetectpatternsinsetsofdataandtomakeextrapolationsbasedonthosepatterns.
Thisishowwelearnto, andlikeus, a computercangetbetteratthisovertime.
Beforeanalyzingthecoupleof 80 and 90 data, thescientiststrainedtheirneuralnetworksusingdatasetsthatwealreadyknewcontainedtransitingplanets.
Theywantedtoseehowwellthecomputercouldtellthedifferencebetweenanactualplanetand a falsepositivebasedonthingslikehowitsbrightnesschangedovertime.
Sousingneuralnetworkstoprocessallthatdatamakes a lotofsense, andastheygetfasterandmorepowerful, willhaveevenmoreamazingtoolsforgettingtoknowtheuniverse.
Spongyrocksbillionsofyearsago, Marshad a tonofwaterandactivevolcanoes, sotheplanet's crustismostlybas L, a volcanicrockthatconformwhenwaterandlavameet.
ItalsocontainsSirPenTonight's a typeofrockthatcanalsoformafterinteractionswithwater, whichallseemedprettysuspicious.
Sothescientistsbuilt a computermodeloftheplanet's earlygeologyandgeochemistrytoinvestigate, andtheyfoundthattheassaultspecificallymightberesponsibleforthemissingwater.
Theirmodelshowsthatwhenwaterandlobbiesreactedtoformtheassault, a lotofthatwatergotincorporatedrightintotherock.
Marsisbasilhas a lotmoreironoxidesinitthanthekindonearth, whichcreatesdifferenttypesofmineralsintherock.
Andthatmixofmineralscanholdabout 25% morewater.
SoMarsisbasalt, probablytrappedatonofwaterlike a sponge.
Thatwatereventuallymadeitswaydownintothemantle, theregionof a planetjustbelowthecrest, probablybecausethehydratedassaultgotburiedunder a bunchoflavaflows.
So I'm gonnaworkmywaythroughthisgravitationalwobblelesson.
Sothen I cangettotheinterstellartravellessonsobrilliantartworkisreallyfunbecauseyou'relearningandkindoflikestretchingthosemusclesthatmaybehaven't stretchedin a while.