Table · dataset · 2026
Exploring the String Theory Landscape Using Quantum Machine Learning: A Novel Theoretical Framework
Listed in ZivaHub
<p dir="ltr">This research article proposes a novel theoretical framework that integrates <b>quantum machine learning (QML)</b> techniques into the study of the <b>string theory landscape</b>, aiming to overcome the immense complexity of vacua classification and compactification in string theory.
Description
By leveraging variational quantum algorithms, quantum Boltzmann machines, and hybrid quantum-classical architectures, the model explores the possibility of efficient navigation through moduli space and enhanced pattern recognition in Calabi–Yau manifolds.
This interdisciplinary approach seeks to contribute a new toolset for theoretical physicists working at the intersection of quantum information science and fundamental high-energy theory.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34023564.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34023564 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:490203 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Mathematical aspects of classical mechanics, quantum mechanics and quantum information theory'] |
| concepts[field].anzsrc:field:510103 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Cosmology and extragalactic astronomy'] |
| concepts[field].anzsrc:field:510702 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['string Theory'] |
| concepts[field].local:field:astronomy | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:physics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |