{"id":370414,"date":"2025-12-26T02:38:14","date_gmt":"2025-12-26T02:38:14","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/370414\/"},"modified":"2025-12-26T02:38:14","modified_gmt":"2025-12-26T02:38:14","slug":"australian-team-discover-why-quantum-computers-have-memory-problems-over-time-eurasia-review","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/370414\/","title":{"rendered":"Australian Team Discover Why Quantum Computers Have Memory Problems Over Time \u2013 Eurasia Review"},"content":{"rendered":"<p>A team of Australian and international scientists has, for the first time, created a full picture of how errors unfold over time inside a quantum computer \u2014 a breakthrough that could help make future quantum machines far more reliable.<\/p>\n<p>The researchers, led by Macquarie University\u2019s Dr Christina Giarmatzi, found that the tiny errors that plague quantum computers don\u2019t just appear randomly. Instead, they can linger, evolve and even link together across different moments in time.<\/p>\n<p>\u201cWe can think of it as quantum computers retaining memory of the errors, which can be classical or quantum depending on the way these errors are linked,\u201d says Dr Giarmatzi.<\/p>\n<p>\u00a0\u201cA lot of quantum protocols assume quantum computers have no such memory (known as Markovian) but that\u2019s simply not true.\u201d<\/p>\n<p>This type of behaviour is one of the key obstacles to building practical, large-scale quantum computers.<\/p>\n<p>\u201cWe\u2019ve been able to reconstruct the entire evolution of a quantum process across multiple points in time \u2014 something that hasn\u2019t been done before,\u201d Dr Giarmatzi said. \u201cIt lets us see not only when noise happens, but how it carries through time.\u201d<\/p>\n<p>The breakthrough opens the door to more advanced ways of modelling, predicting and correcting errors in quantum devices, not just in superconducting chips but also in systems such as trapped ions and spin qubits.<\/p>\n<p>\u201cWe\u2019ve opened a new window into how quantum systems behave over time, when their errors are correlated,\u201d Dr Giarmatzi said. \u201cThat\u2019s essential if we want quantum computers to become truly useful and error-free.\u201d<\/p>\n<p>To achieve this, the team ran a series of experiments on cutting-edge superconducting quantum processors \u2014 some in the lab at the University of Queensland and others accessed through IBM\u2019s cloud-based quantum computers.<\/p>\n<p>Previous attempts to map the behaviour of quantum systems over time all hit the same roadblock: after measuring a quantum system mid-experiment, scientists couldn\u2019t freely set it up again for the next step, because the setting-up depends on whether the result of the measurement was 0 or 1.<\/p>\n<p>The new method solves this by adding a clever twist, assuming that 50 per cent of the time, the result was 1, and the remaining time, the result was 0. Then, the researchers used software to work backwards with the data, to figure out what state it was in.<\/p>\n<p>\u201cThe hardware could do it,\u201d said co-author Dr Fabio Costa from Nordita in Stockholm. \u201cWhat we figured out was how to actually prepare the system after a mid-circuit measurement.\u201d<\/p>\n<p>What they found is that even today\u2019s best quantum machines show subtle but important time-linked noise patterns \u2014 including noise that is quantum in nature and comes from nearby qubits on the same chip.<\/p>\n<p>Understanding these patterns will help quantum scientists design better characterisation and error-correction tools, a crucial step toward building dependable, fault-tolerant quantum computers.<\/p>\n<p>\u201cIt\u2019s rewarding when theoretical models can be brought to life on real hardware, and especially so when they can help develop the hardware itself,\u201d said Tyler Jones, who worked on the project as a PhD student at the University of Queensland. \u201cRobust characterisation of time correlations in quantum systems is needed on the path to building powerful quantum machines.\u201d<\/p>\n<p>The team has made its experimental data and code openly available, and the full study is published in\u00a0Quantum.<\/p>\n","protected":false},"excerpt":{"rendered":"A team of Australian and international scientists has, for the first time, created a full picture of how&hellip;\n","protected":false},"author":2,"featured_media":370415,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[199,79],"class_list":{"0":"post-370414","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-physics","8":"tag-physics","9":"tag-science"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/370414","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=370414"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/370414\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/370415"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=370414"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=370414"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=370414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}