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  6. Plasma Analysis Using Deep Learning "Particle-PLUS/DL"

Plasma Analysis Using Deep Learning "Particle-PLUS/DL"

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last updated:Jul 20, 2021

ウェーブフロント 本社
ウェーブフロント 本社
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Generate machine learning data from CAE analysis models! Software that allows easy execution of calculation results in plasma analysis.

"Particle-PLUS/DL" is a CAE surrogate model software that addresses challenges in conventional plasma simulations. It combines deep learning, which is gaining attention as the "fourth science," with CAE. It enables parametric studies through high-speed calculations, making it expected to be useful in the initial examination of plasma analysis. Additionally, it generates training data for machine learning from CAE analysis models, allowing for analysis even without a large amount of experimental data. 【Features】 ■ Results can be confirmed in a few seconds ■ Simple and easy-to-understand GUI ■ Plasma analysis is possible even without a large amount of experimental data ■ Does not diverge ■ Compatible with Windows 10 machines *For more details, please refer to the PDF materials or feel free to contact us.

    Scientific Calculation and Simulation SoftwareOther Software
2021-06-21_14h06_22.png

Plasma Analysis Using Deep Learning "Particle-PLUS/DL"

2021-06-21_14h06_22.png
2021-06-21_14h06_22.png
  • Related Link - https://www.wavefront.co.jp/ims_solution/PPDL/

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【Recommended for】 ■ Manufacturers of semiconductor-related equipment ■ Those interested in plasma analysis ■ Those interested in CAE surrogate model software *For more details, please refer to the PDF document or feel free to contact us.

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【Usage】 ■ You can immediately view the results of the initial phase of plasma analysis. ■ Analysis can be conducted without specialized knowledge in simulation analysis. *For more details, please refer to the PDF document or feel free to contact us.

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CAE agent model software "Particle-PLUS/DL"

CAE agent model software "Particle-PLUS/DL"

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[Data] Plasma Analysis Surrogate Model Software Using Deep Learning 'Particle-PLUS/DL'

[Data] Plasma Analysis Surrogate Model Software Using Deep Learning 'Particle-PLUS/DL'

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Surface treatment property prediction solution

Surface treatment property prediction solution

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Our company develops and sells a "Maintenance Management System" for managing and operating various plants, factories, and other facilities and assets. Currently, this system is undergoing significant evolution into a system that incorporates IoT technologies, such as sensor information and input from tablet devices, as well as AI technologies like machine learning, featuring functions for failure prediction and automatic scheduling. Additionally, as part of the recent trend of digital transformation (DX), there is a growing movement to digitize and automate manufacturing processes and research and development sites in factories to improve operational efficiency. In line with this trend, our company provides a solution aimed at enhancing efficiency in research and development environments, which is the Laboratory Information Management System (LIMS). This software includes features such as workflow management, data tracking, data management, data analysis, and integration of electronic lab notebooks.

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