Version [2.0] - [VIC-Borg: Multiobjective automatic calibration toolkit for VIC model] Article Swipe

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Jinfeng Ma , Hua Zheng , Ruonan Li , Kaifeng Rao , Yanzheng Yang , Weifeng Li ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1016/j.softx.2025.102137

The VIC-Borg tool facilitates multi-objective automatic calibration for the variable infiltration capacity (VIC) model, but its efficiency was constrained by single-machine performance. To enhance calibration efficiency, we developed a parallelized, distributed optimization tool using MPI. It orchestrates computing tasks, enabling multiple VIC simulations per node while preventing result overwrites. Case studies demonstrate that the tool achieves a speedup of 31 using 50 computing cores, significantly enhancing performance. This tool simplifies computational setup, making it ideal for advanced users in distributed environments.

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Computer science Calibration Programming language Mathematics Statistics

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Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.softx.2025.102137
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DOI: https://doi.org/10.1016/j.softx.2025.102137

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Title: Version [2.0] - [VIC-Borg: Multiobjective automatic calibration toolkit for VIC model]

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Language: en

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Publication year: 2025

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Publication date: 2025-04-11

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Authors: Jinfeng Ma, Hua Zheng, Ruonan Li, Kaifeng Rao, Yanzheng Yang, Weifeng Li

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Landing page: https://doi.org/10.1016/j.softx.2025.102137

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OA status: gold

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OA URL: https://doi.org/10.1016/j.softx.2025.102137

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Concepts: Computer science, Calibration, Programming language, Mathematics, Statistics

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References (count): 13

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Related works (count): 10

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