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Author

Muhammad Asif

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3 papers indexed here

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Sep 2026

Optimization of geometrical parameters and hydraulic performance assessment of sheet pile submerged vane

Submerged vanes are passive river-training structures used to redirect near-bed flow, generate secondary circulation, and regulate sediment transport without causing large flow obstruction. This study presents a systematic hydraulic characterization and geometrical optimization of a corrugated Larsen type sheet pile su...

Muhammad Asif, Norio Tanaka, Ghulam Murtaza · 0 citations
Open access Aug 2026

Integrating First-Principles Modeling with Explainable Machine Learning for Non-Isothermal Chromatography

Developing preparative chromatographic methods for multicomponent mixtures under nonisothermal conditions is difficult: mechanistic, physics-based models are accurate but computationally expensive, whereas data-driven surrogates are fast but often opaque and physically uninterpretable. We address this tension with an i...

Muhammad Bilal, S. Haq, Muhammad Asif et al. · 1 citation
Open access Jul 2026

Leakage-Controlled and Applicability-Domain-Aware Machine Learning Optimization of Fly Ash-GGBS Geopolymer Concrete

The results demonstrate that high apparent predictive accuracy is insufficient for responsible data-driven geopolymer mixture design; optimization outputs should be filtered through leakage-aware validation, regional reliability diagnosis, explainable feature attribution, and applicability-domain screening before being...

Muhammad Saeed, Marie Abak, M. N. Mahmud et al. · 0 citations

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