{"id":6827,"date":"2026-07-03T11:02:50","date_gmt":"2026-07-03T06:02:50","guid":{"rendered":"https:\/\/cifrum.kz\/ibm-heron-hadronization-string-breaking-104-qubits\/"},"modified":"2026-07-03T11:02:50","modified_gmt":"2026-07-03T06:02:50","slug":"ibm-heron-hadronization-string-breaking-104-qubits","status":"publish","type":"post","link":"https:\/\/cifrum.kz\/en\/ibm-heron-hadronization-string-breaking-104-qubits\/","title":{"rendered":"IBM quantum computer models a key step in hadronization using 104 qubits"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Oak Ridge, United States.<\/strong> Lawrence Berkeley National Laboratory researcher Anthony Ciavarella used 104 qubits of an IBM Heron processor to model color-string breaking, a key mechanism in hadronization. In this process, energy stored by the strong interaction becomes new quark-antiquark pairs that form bound particles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The <a href=\"https:\/\/www.olcf.ornl.gov\/2026\/06\/30\/calculating-a-new-view-on-quantum-mechanics-using-quantum-computers\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oak Ridge Leadership Computing Facility<\/a> highlighted the result on 30 June. The peer-reviewed study itself was published in <a href=\"https:\/\/doi.org\/10.1103\/PhysRevD.111.054501\" target=\"_blank\" rel=\"noopener noreferrer\">Physical Review D in 2025<\/a>. This distinction matters: the recent item is a new account of the project, not a scientific paper first published on 1 July 2026.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The demonstration is not a complete simulation of hadronization in quantum chromodynamics and does not establish quantum advantage over supercomputers. Ciavarella used a simplified theory and compared the output with a calculation accessible to classical methods. The value lies in testing a scalable way to prepare and evolve a quantum field on present-day noisy hardware.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Hadronization: why quarks are not seen alone<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Quarks and gluons carry color charge and obey the strong interaction. Unlike the electric force, the link between quarks does not simply weaken as their separation grows. A narrow region of color field forms between receding particles and can be pictured as a stretched string.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When enough energy accumulates in that string, creating a new quark-antiquark pair becomes more favorable than stretching it further. The new particles connect to the original ends, turning one long string into two bound systems. In real collisions, a cascade of such events produces many hadrons.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Protons and neutrons are hadrons, but Ciavarella\u2019s experiment did not model their complete formation. The theory tracked meson-like states made from a quark and an antiquark. <a href=\"https:\/\/home.cern\/partons-hadrons\/\" target=\"_blank\" rel=\"noopener noreferrer\">CERN describes hadronization<\/a> as the transition of quarks and gluons, collectively called partons, into bound hadrons because of confinement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What actually ran on IBM Heron<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Access to the quantum computer came through Oak Ridge\u2019s <a href=\"https:\/\/docs.olcf.ornl.gov\/quantum\/quantum_access.html\" target=\"_blank\" rel=\"noopener noreferrer\">Quantum Computing User Program<\/a>. Using IBM\u2019s cloud platform, Ciavarella employed 104 qubits on a Heron processor identified in the study as ibm_torino.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The circuit first prepared a quantum vacuum and a state containing one quark-antiquark pair. It then evolved the system in time while measurements tracked inelastic production of additional pairs and changes in the number of meson-like states.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The large run used a lattice of 104 staggered sites, up to ten Trotter steps, 8,944 two-qubit CNOT operations and a maximum CNOT depth of 172. Trotterization replaces continuous evolution under a complicated Hamiltonian with a sequence of smaller operations executable by a digital quantum processor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Three simplifications made the calculation possible<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Heavy quarks.<\/strong> They spread less across the lattice and require fewer resources to encode.<\/li><li><strong>One spatial dimension.<\/strong> Particles moved along a line; together with time, this is written as 1+1D.<\/li><li><strong>An SU(2) gauge group.<\/strong> Full quantum chromodynamics uses SU(3), so the calculation reproduces a related mechanism rather than all the physics of real quarks and gluons.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ciavarella also truncated the space of possible states in the heavy-quark limit. According to the <a href=\"https:\/\/arxiv.org\/abs\/2411.05915\" target=\"_blank\" rel=\"noopener noreferrer\">research paper<\/a>, the truncation preserves gauge invariance and the model\u2019s other symmetries while making the mapping to qubits more efficient.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Preparing a hundred-qubit vacuum from a small system<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One central difficulty in quantum simulation is not only evolving a system but preparing the correct initial state. If the qubits do not begin in the physical vacuum of the model, the subsequent calculation is not meaningful.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ciavarella used scalable variational circuits. Their parameters were optimized on systems of roughly 10\u201312 qubits, their dependence on size was identified and the resulting structure was extrapolated to a hundred qubits. This reduces the classical optimization required for the large quantum circuit.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"576\" src=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-1024x576.png\" class=\"wp-image-6824\" alt=\"Infographic showing a gluon flux tube stretching, a quark pair appearing and two bound states forming\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-1024x576.png 1024w, https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-300x169.png 300w, https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-768x432.png 768w, https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-1536x864.png 1536w, https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en-1280x720.png 1280w, https:\/\/cifrum.kz\/wp-content\/uploads\/2026\/07\/ibm-heron-hadronization-process-en.png 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">String-breaking sequence and the parameters of the 104-qubit simulation. The work models a simplified SU(2) theory in 1+1 dimensions, not full QCD. Infographic: Cifrum.kz.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Where the quantum result matched the classical calculation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">After mitigating part of the hardware error, IBM Heron reproduced the initial oscillations associated with string breaking and pair production seen in a classical calculation. On the large 104-qubit lattice, the quantum run produced a space-time pattern consistent with the expected early dynamics.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Accuracy declined as circuit depth increased. The study could not reliably evolve the system to asymptotically late times and extract an accurate final meson count. Lower hardware error, stronger mitigation or fault-tolerant logical qubits will be needed to reach that regime.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why this is not yet quantum advantage<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Quantum advantage in a useful scientific sense would require a calculation that cannot be performed with a comparable classical method. Here, the classical simulation existed and served as the reference. That comparison was precisely what allowed the researchers to validate the quantum run.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The state space of a quantum field nevertheless grows exponentially with system size. Quantum processors may eventually encode such dynamics more naturally than classical memory. Qubit count alone does not guarantee a speedup: noise, circuit depth and measurement cost can erase an apparent advantage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The string appeared to heat up before breaking<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">At the center of the string, the calculation reproduced behavior resembling a finite-temperature gas before separation. The effect had already appeared in earlier classical models, so the quantum run did not discover it for the first time. It showed that the new circuit could recover the same feature.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ciavarella argues that if this thermal-like behavior recurs across different simplified theories, it may reflect a genuine feature of quantum chromodynamics. For now, that is a testable hypothesis rather than a direct observation of matter inside a proton collision.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What it would take to reach real QCD<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The next planned step is a second spatial dimension. Researchers would then need to move from SU(2) to SU(3), include lighter dynamical quarks, extend evolution time and extract observables comparable with collider data. Every step sharply increases demands on qubit count and operation quality.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hadronization is compelling because it is a nonperturbative, real-time process for which standard approximations struggle. If scalable circuits retain accuracy in more complex theories, they could eventually complement classical supercomputers when interpreting particle jets at the LHC.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The project also illustrates the practical side of <a href=\"https:\/\/cifrum.kz\/en\/quantum-mechanics-parallel-realities\/\">quantum mechanics as a computational tool<\/a>: the processor is used for direct field evolution rather than a philosophical thought experiment. Cifrum.kz\u2019s overview of <a href=\"https:\/\/cifrum.kz\/en\/the-future-is-here-wef-unveils-top-10-emerging-technologies-of-2026\/\">emerging technologies in 2026<\/a> similarly examined hybrid scientific computing as part of the changing research infrastructure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The result: a working template, not the full subatomic world<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">IBM Heron did not solve hadronization in full. It reproduced string breaking and inelastic quark-pair production in a controlled one-dimensional SU(2) model, and only the early dynamics were quantitatively reliable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The central result is a practical computational route: prepare a physical vacuum on a small system, scale the circuit to a hundred qubits, carry out real-time evolution and compare observables with a classical reference. Those are the templates physicists will need when quantum processors become accurate enough to tackle calculations beyond classical reach.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Sources:<\/strong> the <a href=\"https:\/\/www.olcf.ornl.gov\/2026\/06\/30\/calculating-a-new-view-on-quantum-mechanics-using-quantum-computers\/\" target=\"_blank\" rel=\"noopener noreferrer\">Oak Ridge Leadership Computing Facility<\/a>, the <a href=\"https:\/\/arxiv.org\/abs\/2411.05915\" target=\"_blank\" rel=\"noopener noreferrer\">arXiv preprint<\/a>, <a href=\"https:\/\/doi.org\/10.1103\/PhysRevD.111.054501\" target=\"_blank\" rel=\"noopener noreferrer\">Physical Review D<\/a>, the <a href=\"https:\/\/escholarship.org\/uc\/item\/6vw3g6b4\" target=\"_blank\" rel=\"noopener noreferrer\">eScholarship repository<\/a> and <a href=\"https:\/\/home.cern\/partons-hadrons\/\" target=\"_blank\" rel=\"noopener noreferrer\">CERN.<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>The lead image was created with artificial intelligence for Cifrum.kz as a conceptual editorial illustration. It does not depict the actual IBM processor or an experimental photograph of string breaking. The infographic was produced by Cifrum.kz.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>On IBM Heron, a researcher reproduced quark-antiquark pair production during string breaking. The 104-qubit calculation used a simplified SU(2) theory in one spatial dimension.<\/p>\n","protected":false},"author":1,"featured_media":6823,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"rank_math_focus_keyword":"IBM Heron,hadronization,string breaking,quantum computer,104 qubits,quantum chromodynamics,Anthony Ciavarella","rank_math_title":"IBM Heron models particle string breaking with 104 qubits","rank_math_description":"IBM Heron reproduced string breaking in a simplified SU(2) model using 104 qubits. We explain the result, the method and why it is not yet quantum advantage.","rank_math_canonical_url":"","rank_math_seo_score":"","rank_math_pillar_content":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_facebook_image":"","rank_math_facebook_image_id":"","rank_math_twitter_title":"","rank_math_twitter_description":"","rank_math_twitter_image":"","rank_math_twitter_image_id":"","rank_math_news_sitemap_genre":"","rank_math_news_sitemap_keywords":"","rank_math_news_sitemap_stock_tickers":"","rank_math_robots":null,"rank_math_advanced_robots":"","rank_math_schema_News":"","footnotes":""},"categories":[11,1662],"tags":[],"cifrum_os_content_type":[],"class_list":["post-6827","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalization-news-on-digital-rum","category-science-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/posts\/6827","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/comments?post=6827"}],"version-history":[{"count":0,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/posts\/6827\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/media\/6823"}],"wp:attachment":[{"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/media?parent=6827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/categories?post=6827"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/tags?post=6827"},{"taxonomy":"cifrum_os_content_type","embeddable":true,"href":"https:\/\/cifrum.kz\/en\/wp-json\/wp\/v2\/cifrum_os_content_type?post=6827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}