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3D visualization in turbid water using optimal photon counting and a GAT-based peplography method

Applied Optics
2024-06-10 | Journal article
DOI: 10.1364/AO.522546
Contributors: Riffat Tehseen; Muhammad Shahzad; Mithilesh K. Mane; Amjad Ali; Zejun Zhang; Jing Xu
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Soft-sensor modeling for l-lysine fermentation process based on hybrid ICS-MLSSVM

Scientific Reports
2020-07 | Journal article
DOI: 10.1038/s41598-020-68081-4
Part of ISSN: 2045-2322
Contributors: Bo Wang; Muhammad Shahzad; Xianglin Zhu; Khalil Ur Rehman; Muhammad Ashfaq; Muhammad Abubakar
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A Non-linear Model Predictive Control Based on Grey-Wolf Optimization Using Least-Square Support Vector Machine for Product Concentration Control in l-Lysine Fermentation

Sensors
2020-06-11 | Journal article
DOI: 10.3390/s20113335
Contributors: Bo Wang; Muhammad Shahzad; Xianglin Zhu; Khalil Ur Rehman; Saad Uddin
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Modern Soft-Sensing Modeling Methods for Fermentation Processes

Sensors
2020-03-23 | Journal article
DOI: 10.3390/s20061771
Contributors: Xianglin Zhu; Khalil Ur Rehman; Bo Wang; Muhammad Shahzad
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