{"id":210483,"date":"2025-10-09T01:23:07","date_gmt":"2025-10-09T01:23:07","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/210483\/"},"modified":"2025-10-09T01:23:07","modified_gmt":"2025-10-09T01:23:07","slug":"quantum-dynamics-on-your-laptop-new-technique-moves-us-closer","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/210483\/","title":{"rendered":"Quantum dynamics on your laptop? New technique moves us closer"},"content":{"rendered":"<p>            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2025\/10\/quantum-dynamics-on-yo-1.jpg\" alt=\"Quantum dynamics on your laptop? New technique moves us closer\" title=\"The evolution of a single spin under coherent driving and spontaneous decay. TWA (solid lines) shows strong agreement with the exact solution (circles) for weak to moderate loss rates. Credit: PRX Quantum (2025). DOI: 10.1103\/1wwv-k7hg\" width=\"800\" height=\"530\"\/><\/p>\n<p>                The evolution of a single spin under coherent driving and spontaneous decay. TWA (solid lines) shows strong agreement with the exact solution (circles) for weak to moderate loss rates. Credit: PRX Quantum (2025). DOI: 10.1103\/1wwv-k7hg<\/p>\n<p>Imagine zooming into matter at the quantum scale, where tiny particles can interact in more than a trillion configurations at once.<\/p>\n<p>If that sounds complicated, it is: Physicists often rely on supercomputers or even <a href=\"https:\/\/phys.org\/tags\/artificial+intelligence\/\" rel=\"tag nofollow noopener\" class=\"textTag\" target=\"_blank\">artificial intelligence<\/a> to simulate such quantum systems and their possible states.<\/p>\n<p>But what if many of these problems could instead be solved on an ordinary laptop?<\/p>\n<p>The physics community has known this to be possible for years but making it a reality has been more complicated.<\/p>\n<p>Now, physicists at the University at Buffalo have moved us much closer. They&#8217;ve extended a computationally affordable method known as the truncated Wigner approximation (TWA)\u2014a sort of physics shortcut that makes quantum math more manageable\u2014to problems once thought to require massive computing power.<\/p>\n<p>Equally important, the approach, described in a study <a href=\"https:\/\/link.aps.org\/doi\/10.1103\/1wwv-k7hg\" target=\"_blank\" rel=\"nofollow noopener\">published<\/a> in September in PRX Quantum, also provides a practical, user-friendly TWA template that allows physicists to plug in their problem and get usable results in hours.<\/p>\n<p>&#8220;Our approach offers a significantly lower computational cost and a much simpler formulation of the dynamical equations,&#8221; says the study&#8217;s corresponding author, Jamir Marino, Ph.D., assistant professor of physics in the UB College of Arts and Sciences. &#8220;We think this method could, in the near future, become the primary tool for exploring these kinds of quantum dynamics on consumer-grade computers.&#8221;<\/p>\n<p>Marino, who joined UB this fall, conducted work on the study while at Johannes Gutenberg University Mainz in Germany. The study&#8217;s co-authors include two of his students there, Hossein Hosseinabadi and Oksana Chelpanova, the latter of whom is now a postdoctoral researcher in Marino&#8217;s lab at UB.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tTaking a semiclassical approach<\/p>\n<p>Not every <a href=\"https:\/\/phys.org\/tags\/quantum+system\/\" rel=\"tag nofollow noopener\" class=\"textTag\" target=\"_blank\">quantum system<\/a> can be solved exactly. Doing so would be impractical, as the required computing power grows exponentially as the system becomes more complex.<\/p>\n<p>Instead, <a href=\"https:\/\/phys.org\/tags\/physicists\/\" rel=\"tag nofollow noopener\" class=\"textTag\" target=\"_blank\">physicists<\/a> often turn to what&#8217;s known as semiclassical physics\u2014a middle-ground approach that keeps just enough quantum behavior to stay accurate, while discarding details that have little effect on the outcome.<\/p>\n<p>TWA is one such semiclassical approach that dates back to the 1970s, but is limited to isolated, idealized quantum systems where no energy is gained or lost.<\/p>\n<p>So Marino&#8217;s team expanded TWA to the messier systems found in the real world, where particles are constantly pushed and pulled by outside forces and leak energy into their surroundings, otherwise known as dissipative spin dynamics.<\/p>\n<p>&#8220;Plenty of groups have tried to do this before us. It&#8217;s known that certain complicated quantum systems could be solved efficiently with a semiclassical approach,&#8221; Marino says. &#8220;However, the real challenge has been to make it accessible and easy to do.&#8221;<\/p>\n<p>Making quantum dynamics easy<\/p>\n<p>In the past, researchers looking to use TWA faced a wall of complexity. They had to re-derive the math from scratch each time they applied the method to a new quantum problem.<\/p>\n<p>So, Marino&#8217;s team turned what used to be pages of dense, nearly impenetrable math into a straightforward conversion table that translates a quantum problem into solvable equations.<\/p>\n<p>&#8220;Physicists can essentially learn this method in one day, and by about the third day, they are running some of the most complex problems we present in the study,&#8221; Chelpanova says.<\/p>\n<p>The hope is that the new method will save supercomputing clusters and AI models for the truly complicated quantum systems. These are systems that can&#8217;t be solved with a semiclassical approach. Systems with not just a trillion possible states, but more states than there are atoms in the universe.<\/p>\n<p>&#8220;A lot of what appears complicated isn&#8217;t actually complicated,&#8221; Marino says. &#8220;Physicists can use supercomputing resources on the systems that need a full-fledged quantum approach and solve the rest quickly with our approach.&#8221;<\/p>\n<p>More information:<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\tHossein Hosseinabadi et al, User-Friendly Truncated Wigner Approximation for Dissipative Spin Dynamics, PRX Quantum (2025). <a data-doi=\"1\" href=\"https:\/\/dx.doi.org\/10.1103\/1wwv-k7hg\" target=\"_blank\" rel=\"nofollow noopener\">DOI: 10.1103\/1wwv-k7hg<\/a><\/p>\n<p>\n\t\t\t\t\t\t\t\t\t\t\t\t\tProvided by<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/phys.org\/partners\/university-at-buffalo\/\" rel=\"nofollow noopener\" target=\"_blank\">University at Buffalo<\/a><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"icon_open\" href=\"http:\/\/www.buffalo.edu\/\" target=\"_blank\" rel=\"nofollow noopener\"><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>\n\t\t\t\t\t\t\t\t\t\t\t\tCitation:<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\tQuantum dynamics on your laptop? New technique moves us closer (2025, October 8)<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\tretrieved 8 October 2025<br \/>\n\t\t\t\t\t\t\t\t\t\t\t\tfrom https:\/\/phys.org\/news\/2025-10-quantum-dynamics-laptop-technique-closer.html\n\t\t\t\t\t\t\t\t\t\t\t <\/p>\n<p>\n\t\t\t\t\t\t\t\t\t\t\t This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no<br \/>\n\t\t\t\t\t\t\t\t\t\t\t part may be reproduced without the written permission. The content is provided for information purposes only.\n\t\t\t\t\t\t\t\t\t\t\t <\/p>\n","protected":false},"excerpt":{"rendered":"The evolution of a single spin under coherent driving and spontaneous decay. TWA (solid lines) shows strong agreement&hellip;\n","protected":false},"author":2,"featured_media":210484,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[9151,13515,199,13513,79,13514,74,10353],"class_list":{"0":"post-210483","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-physics","8":"tag-materials","9":"tag-nanotech","10":"tag-physics","11":"tag-physics-news","12":"tag-science","13":"tag-science-news","14":"tag-technology","15":"tag-technology-news"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/210483","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=210483"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/210483\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/210484"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=210483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=210483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=210483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}