Posters 2025
* indicates presenting author
Graph Neural Networks as Industrial X-Ray Vision
Tata Consultancy Services Limited Pune, India
Irrigation-Aware Probabilistic Forecasting and Safe Control via CVAE and Variational Gaussian-Process Dynamics
Birla Institute of Technology Mesra, India
Bridging the Gap: Enhancing and Evaluating Zero-Cost LLMs for Scientific Question Answering
University of Oxford, UK
Enhanced NAS-PINNs: Strategies for Efficient PDE Solving
Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Punjab, India
Generative AI for Biomaterial Innovation: The Case of Spider Silk
KTH Royal Institute of Technology Stockholm, Sweden
Learning to Optimize: Edge-Based Graph Neural Networks Trained on MILP-Optimized Routing Paths
Centre for Development of Advanced Computing Pune, Maharashtra, India
Application of Physics-Informed Neural Networks to Inverse Problems in Material Science
Dr. B. R. Ambedkar National Institute of Technology Jalandhar, Punjab, India
RAPINN: A novel Residual guided self-Adaptive loss balanced Physics-Informed Neural Network for robust early cancer detection
Indian Institute of Technology Dhanbad, Jharkhand, India
An Agentic AI Framework for Unified Brain Health Profiling: Integrating Multimodal Neurological Data with Foundation Models
Project Dart Surat, GJ, India
Implementation of the Perona–Malik Model for Image Despeckling Using a Physics-informed ConvNet
Indian Institute of Technology Roorkee, India
Physics-Informed Deep Operator Networks for Surrogate Modeling of Incompressible Flows
Indian Institute of Technology Kanpur, India
Data-Free PINN Approach for Predictions of Unsteady Vortex Shedding
Indian Institute of Technology Kanpur, India
Robust Mean Field Games of Autonomous Traffic via Physics-Informed Adversarial Attention Networks
Indian Institute of Technology Ropar, India