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Conference Aug 2026

A Unified Machine Learning and Simulation Approach for Enhanced Concrete Mix Optimization and Structural Behavior Prediction using Novel PhysiCon-XCNN Model

The structure of Concrete is explicit in the quality and life of the building. The mixture of the materials in a correct proportion results in long-lastingness. Though the strength of the concrete is examined by the civil engineers in a manual methodology, there are some limitations and deviations in concluding high-qu...

J. Kannan, N.Deepa, Devi.T · 0 citations
Conference Jul 2026

A Hybrid RF with BERT Model for Improved Eco-Anxiety Prediction among Medical Learners by Multi-Factor Data Fusion

In the domain of healthcare, mental well-being analysis is more crucial one. The aspects that affect mental wellness are academics, and psychological factors over medical students. But growing occurrence of environmental impacts like floods, heatwave, air pollution affects the student’s anxiety levels, rises the eco-an...

J. Kannan, N.Deepa, Devi.T · 0 citations

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