1.0Innovation Discoverieshttps://power2innovate.comadminhttps://power2innovate.com/author/admin/Researchers leverage machine learning to improve space weather predictions - Innovation Discoveriesrich600338<blockquote class="wp-embedded-content" data-secret="NqaBXCUIeX"><a href="https://power2innovate.com/researchers-leverage-machine-learning-to-improve-space-weather-predictions/">Researchers leverage machine learning to improve space weather predictions</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://power2innovate.com/researchers-leverage-machine-learning-to-improve-space-weather-predictions/embed/#?secret=NqaBXCUIeX" width="600" height="338" title="“Researchers leverage machine learning to improve space weather predictions” — Innovation Discoveries" data-secret="NqaBXCUIeX" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script type="text/javascript"> /* <![CDATA[ */ /*! This file is auto-generated */ !function(d,l){"use strict";l.querySelector&&d.addEventListener&&"undefined"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!/[^a-zA-Z0-9]/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret="'+t.secret+'"]'),o=l.querySelectorAll('blockquote[data-secret="'+t.secret+'"]'),c=new RegExp("^https?:$","i"),i=0;i<o.length;i++)o[i].style.display="none";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute("style"),"height"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):"link"===t.message&&(r=new URL(s.getAttribute("src")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener("message",d.wp.receiveEmbedMessage,!1),l.addEventListener("DOMContentLoaded",function(){for(var e,t,s=l.querySelectorAll("iframe.wp-embedded-content"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute("data-secret"))||(t=Math.random().toString(36).substring(2,12),e.src+="#?secret="+t,e.setAttribute("data-secret",t)),e.contentWindow.postMessage({message:"ready",secret:t},"*")},!1)))}(window,document); /* ]]> */ </script> https://power2innovate.com/wp-content/uploads/2024/02/researchers-leverage-m.jpg800530Steady state conditions of the auroral current system pattern in the Arctic region (polar view), which varies with the direction of the magnetic field of the solar wind, can be reproduced by SMRAI2 almost perfectly. Red and blue represent earthward (downward) and upward currents, respectively; Y and Z represent the direction of the solar wind …