CASML 2024

Join us at the Indian Institute of Science (IISc), Bangalore, for the inaugural Conference on Applied AI and Scientific Machine Learning (CASML) organised by AiREX Lab at IISc and supported by ARTPARK. This pioneering event, at the crossroads of AI, Machine Learning and Scientific Computing, will explore the application of AI techniques in fields like Computational Science, and Engineering.

A special session is planned for AI-driven engineering companies, organizations wanting to implement AI-driven Digital Twins, and DeepTech startups working in core science and engineering solutions. Please contact associatepartner@casml.cc.

Conference Highlights:

• Physics-Informed Neural Networks (PINNs): Delve into solving forward and inverse problems using Partial Differential Equations.
• Neural Operators: Explore Deep-O-Net and Fourier Neural Operators for complex challenges.
• Integration of NLP and CV: Focus on applications like fluid flow super-resolution.
• Digital Twins & Surrogate Modelling: Examine data-driven system replication.
• SciMLOps & High-Performance Computing: Push scientific computing boundaries with PINNs.
• Explainable & Interpretable AI: Ensure transparency in scientific AI applications.
• Pre-conference Workshop: Hands-on training on Scientific ML techniques.

Event Structure:

• Keynote Addresses & Technical Sessions: Featuring peer-reviewed presentations.
• Panel Discussions: Tackle critical industry AI challenges with Digital Twins.
• Hackathon: Bridge academic research with industrial applications.