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A large language model framework for sample-free population synthesis
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Michael Jones ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: m.jones24@newcastle.ac.uk
Affiliation School of Engineering, Newcastle University, Newcastle, United Kingdom
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Richard Dawson,
Roles Conceptualization, Supervision, Writing – review & editing
Affiliation School of Engineering, Newcastle University, Newcastle, United Kingdom
⨯ - Jon Mills
https://orcid.org/0009-0003-8249-4488
A large language model framework for sample-free population synthesis
- Michael Jones,
- Richard Dawson,
- Jon Mills
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- Published: June 2, 2026
- https://doi.org/10.1371/journal.pone.0341704