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Data · dataset · 2026

PWACG: Partial wave analysis code generator supporting Newton-conjugate gradient method

Listed in Teesside University Research Data Repository

This paper introduces a novel Partial Wave Analysis Code Generator (PWACG) that automatically generates high-performance partial wave analysis codes.

Description

This is achieved by leveraging the JAX automatic differentiation library and the jinja2 template engine. The resulting code is constructed using the high-performance API of JAX, and includes support for the Newton’s Conjugate Gradient optimization method, as well as the full utilization of parallel computing capabilities offered by GPUs.

By harnessing these advanced computing techniques, PWACG demonstrates a significant advantage in efficiently identifying global optimal points compared to conventional partial wave analysis software packages.

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Where it is published

Catalogue records · 1

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From keywords
Earth & Environmental Science · Physics
Provenance · 1 source records, 7 field assertions
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Teesside University Research Data Repositoryoai:data.mendeley.com/47ppcnx77x.118 h agoJSON v1
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concepts[field].local:field:physicsmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
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