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Author

Pavani Taliakula

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#reinforcement learning Dataset Open access Oct 2026

Database and code for punching shear of FRP-reinforced flat slabs: a leakage-aware benchmark

This dataset accompanies the manuscript "Do machine learning models outperform design codes for the punching shear strength of FRP-reinforced flat slabs? A leakage-aware benchmark with explainable analysis." It contains a database of 87 punching shear tests on interior slab–column connections reinforced with glass or c...

Sreekar Chand Kuruganti, Pavani Taliakula · 0 citations
#reinforcement learning Dataset Open access Oct 2026

Database and code for punching shear of FRP-reinforced flat slabs: a leakage-aware benchmark

This dataset accompanies the manuscript "Do machine learning models outperform design codes for the punching shear strength of FRP-reinforced flat slabs? A leakage-aware benchmark with explainable analysis." It contains a database of 87 punching shear tests on interior slab–column connections reinforced with glass or c...

Sreekar Chand Kuruganti, Pavani Taliakula · 0 citations
#reinforcement learning Dataset Open access Oct 2026

RAC Beam Shear-Capacity Dataset for Study-Independent and Uncertainty-Aware Machine Learning

This dataset contains 229 experimental observations of recycled aggregate concrete (RAC) beams used for machine-learning-based prediction of shear capacity. The dataset was independently digitized, standardized, quality-screened, and regrouped at the experimental-study level from the published RAC beam database reporte...

Sreekar Chand Kuruganti, Pavani Taliakula · 0 citations

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