Volume 10, Issue 4, August 2025

  • Research Article

    Construction of Grading System of Grouting Effect in Coalmine Roadway Based on Multi-index Comprehensive Evaluation

    Liu Yi fang*

    Issue: Volume 10, Issue 4, August 2025
    Pages: 75-83
    Received: 16 May 2025
    Accepted: 17 June 2025
    Published: 7 July 2025
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    Abstract: Aiming at the problems of complex evaluation indexes and lack of systematic grading standards for grouting effect in underground roadways of coalmines, this study proposes a grouting effect grading system based onmulti-index comprehensive evaluation. By incorporatingmulti-dimensional indicators into the grouting effect evaluation system, the limita... Show More
  • Research Article

    Physics Informed Methodology Using Neural Network to Match Measurements in Sensor Devices

    Vishal Venkata Raghavendra Nandigana*

    Issue: Volume 10, Issue 4, August 2025
    Pages: 84-95
    Received: 21 July 2025
    Accepted: 4 August 2025
    Published: 21 August 2025
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    Abstract: In this paper we develop physics informed neural network model to solve battery technology. The first model uses physics from the theory. The voltage of the battery is related to the charge carrier, frequency term and power. The theory is used to obtain 15 different voltages. The parameters charge carrier, frequency term, power and voltage are our ... Show More