Semi-Supervised Cascaded Clustering for Classification of Noisy Label Data. - Ashit Gupta; Anirudh Deodhar; Tathagata Mukherjee; Venkataramana Runkana (CoRR, 2022)

On NeuroSymbolic Solutions for PDEs. - Ritam Majumdar; Vishal Jadhav; Anirudh Deodhar; Shirish Karande 001; Lovekesh Vig (CoRR, 2022)

Real-time Health Monitoring of Heat Exchangers using Hypernetworks and PINNs. - Ritam Majumdar; Vishal Jadhav; Anirudh Deodhar; Shirish Karande 001; Lovekesh Vig; Venkataramana Runkana (CoRR, 2022)

A Model-driven Approach for Knowledge-based Engineering of Industrial Digital Twins. - Sushant Vale; Sreedhar Reddy; Sivakumar Subramanian; Subhrojyoti Roy Chaudhuri; Sri Harsha Nistala; Anirudh Deodhar; Venkataramana Runkana (MODELS, 2023)

Symbolic Regression for PDEs using Pruned Differentiable Programs. - Ritam Majumdar; Vishal Jadhav; Anirudh Deodhar; Shirish Karande 001; Lovekesh Vig; Venkataramana Runkana (CoRR, 2023)

HyperLoRA for PDEs. - Ritam Majumdar; Vishal Jadhav; Anirudh Deodhar; Shirish Karande 001; Lovekesh Vig; Venkataramana Runkana (CoRR, 2023)

FB-HyDON: Parameter-Efficient Physics-Informed Operator Learning of Complex PDEs via Hypernetwork and Finite Basis Domain Decomposition. - Milad Ramezankhani; Rishi Yash Parekh; Anirudh Deodhar; Dagnachew Birru (CoRR, 2024)

An advanced physics-informed neural operator for comprehensive design optimization of highly-nonlinear systems: An aerospace composites processing case study. - Milad Ramezankhani; Anirudh Deodhar; Rishi Yash Parekh; Dagnachew Birru (Eng. Appl. Artif. Intell., 2025)

Accelerated Gradient-based Design Optimization Via Differentiable Physics-Informed Neural Operator: A Composites Autoclave Processing Case Study. - Janak M. Patel; Milad Ramezankhani; Anirudh Deodhar; Dagnachew Birru (CoRR, 2025)

GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations. - Milad Ramezankhani; Janak M. Patel; Anirudh Deodhar; Dagnachew Birru (CoRR, 2025)

Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance. - Rishi Yash Parekh; Saisubramaniam Gopalakrishnan; Zishan Ahmad; Anirudh Deodhar (CoRR, 2025)

State of Health Estimation of Batteries Using a Time-Informed Dynamic Sequence-Inverted Transformer. - Janak M. Patel; Milad Ramezankhani; Anirudh Deodhar; Dagnachew Birru (CoRR, 2025)