The Dynamics, Data and Design (D3) Lab is located in the Dept. of Mechanical Engineering at IISc Bengaluru and led by Dr. Akshay Joshi.
The lab focuses on leveraging state-of-the-art machine learning techniques and experimental methods to characterize novel materials to enable the optimized design of better structures and products.
Title: Emerging Topics in Architectured & Multiscale Materials, Soft Robotics and Data-Driven Model Discovery
Theme: Applications of AI/ML in Engineering
Title: Machine Learning Surrogates for Constitutive Modelling of Materials
Speaker: Dr. Akshay Joshi, IISc Bangalore
Title: Towards Explainable & Interpretable AI for Materials Design
Speaker: Prof. Sid Kumar, TU Delft, Netherlands