Navaneeth N2026-01-062025-10-01https://ir.iitd.ac.in/handle/123456789/8051enSimulation methodsSurrogate modelingDeep-learning methodsUnsupervised learningTime-dependent reliability analysisReduced-order model and neural operators for stochastic mechanics problems under parametric uncertaintyThesis