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Physics-driven learning for inverse problems in quantum chromodynamics
Gert Aarts 
,
Kenji Fukushima ,
Tetsuo Hatsuda ,
Andreas Ipp ,
Shuzhe Shi ,
Lingxiao Wang ,
Kai Zhou
,
Kenji Fukushima ,
Tetsuo Hatsuda ,
Andreas Ipp ,
Shuzhe Shi ,
Lingxiao Wang ,
Kai Zhou
Nature Reviews Physics, Volume: 7, Issue: 3, Pages: 154 - 163
Swansea University Author:
Gert Aarts
-
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Author accepted manuscript document released under the terms of a Creative Commons CC-BY licence using the Swansea University Research Publications Policy (rights retention).
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DOI (Published version): 10.1038/s42254-024-00798-x
Abstract
Physics-driven learning for inverse problems in quantum chromodynamics
| Published in: | Nature Reviews Physics |
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| ISSN: | 2522-5820 |
| Published: |
Springer Science and Business Media LLC
2025
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| Online Access: |
Check full text
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| URI: | https://cronfa.swan.ac.uk/Record/cronfa69014 |
| Item Description: |
Perspective. Preprint available via https://arxiv.org/abs/2501.05580v1 under a CC-BY-NC-ND License. |
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| College: |
Faculty of Science and Engineering |
| Funders: |
G.A. is supported by STFC Consolidated Grant ST/T000813/1. K.F. is supported by Japan Society for the Promotion of Science (JSPS) KAKENHI Grant numbers 22H01216 and 22H05118. T.H. is supported by the Japan Science and Technology Agency (JST) as part of Adopting Sustainable Partnerships for Innovative Research Ecosystem (ASPIRE), grant number JPMJAP2318. S.S. acknowledges Tsinghua University under grant number 53330500923. L.W. thanks the National Natural Science Foundation of China (number 12147101) for supporting his visit to Fudan University. K.Z. is supported by the CUHK-Shenzhen University Development Fund under grant numbers UDF01003041 and UDF03003041, and Shenzhen Peacock fund under grant number 2023TC0179. |
| Issue: |
3 |
| Start Page: |
154 |
| End Page: |
163 |