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Physics-Informed-Neural-Networks-PINN--Mtech-Project-1
Physics-Informed-Neural-Networks-PINN--Mtech-Project-1 PublicUtilized Physics-Informed Neural Networks (PINNs) to achieve 99.99% accuracy in solving complex elasticity problems, outperforming Finite Element Analysis (FEA), and showcasing superior efficiency …
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Deep-Learning-on-SMA-materials_Mtech_project2
Deep-Learning-on-SMA-materials_Mtech_project2 PublicCreated a fatigue failure prediction model: Deep Neural Networks for material classification, and Linear Regression, SVM, and Random Forest for failure cycle forecasting. Analyzed material propert…
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DATA-MODELING-AND-DATABASE-INTEGRATION
DATA-MODELING-AND-DATABASE-INTEGRATION PublicPerformed rigorous data cleansing, merging, and normalization of diverse ABN datasets extracted from XML files, ensuring data integrity and consistency. Developed a relational database schema (SQLi…
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