socoolblue/Decay_Analysis: v1.0.0: Source Code for Nature Communications Manuscript

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Authors: socoolblue
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Abstract

This repository contains the source code and datasets used in the study: Title: Resolving energy transfer dynamics in Eu2+-activated multi-site phosphors via metaheuristic optimization and physics-informed neural networks Authors: Byung Do Lee, Young Hoon Seo, Min Young Cho, Jin Seok Hong, Woon Bae Park, Kee-Sun Sohn Journal: Nature Communications Description: This release includes the Python implementations for: Metaheuristic optimization algorithms (Genetic Algorithm and Particle Swarm Optimization) hybridized with the Runge-Kutta method. Physics-Informed Neural Network (PINN) models (MLP and LSTM) for solving rate equations. Data processing scripts for decay curve analysis. This version is archived via Zenodo for reproducibility and permanent citation.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
6 January 2026