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Author

Shanta H. Biradar

2 papers indexed here

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Open access Sep 2026

Spatiotemporal Deep Learning with Ai-Driven Bidirectional Convlstm-Augmented Residual U-Net for Automated Pathology Classification And 4d Cardiac MRI Segmentation

This work proposes BiConvLSTM-ResUNet, a unified end-to-end architecture that addresses this limitation via three mutually reinforcing innovations: a stacked bidirectional convolutional long short-term memory module embedded in the bottleneck of a deep residual encoder-decoder for simultaneous forward and backward temp...

Shanta H. Biradar · 0 citations
Open access Oct 2026

Microstructural characterization and data-driven wear modelling of LPBF AlSi10Mg based on pin-on-disc studies

AlSi10Mg’s superior strength-to-weight ratio has attracted significant interest from the defence, automotive, and aerospace industries. Optimizing material performance and enhancing component reliability require accurate prediction of wear behaviour under various operating conditions. This work models and predicts th...

M. Arunadevi, N. Sujatha, K. Balakrishnan et al. · 0 citations

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