Aastha Khaitan

Executive Member, DSG IIT Roorkee

B. Tech., Mechanical Engineering, IIT Roorkee (2021–2025)

Research Interests
Machine Learning
Generative AI
Stochastic Modeling
Quantum Computing

PINNs for prediction of Lamb Wave dispersion
Developed a PINN-based approach to solve the eigenvalue problem to plot multi-modal dispersion curves
Knowledge Graph Embeddings for VLMs
Analysed impact of vector and graph embeddings on retrieval generation of VLMs on downstream tasks.
AIKavach
Developed a tool using Randomized Smoothing to provide certifiably robust models
Privacy Preserving Quantum Actions using QNNs
Improved an RL-based image anonymization algorithm using quantum state imagery and built an adversary to test its robustness.