D3 Lab | IISc
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.
Latest News
17th World Congress on Computational Mechanics (19 to 24 July, 2026)
Congratulations to all the D3 Lab students receiving their degrees!
(Hetero-EUCLID) Interpretable model discovery for heterogeneous hyperelastic materials using stress-unsupervised learning
Title: Emerging Topics in Architectured & Multiscale Materials, Soft Robotics and Data-Driven Model Discovery
Recent Publications
(2026).
Unsupervised full-field Bayesian inference of orthotropic hyperelasticity from a single biaxial test: a myocardial case study.
Computer Methods in Applied Mechanics and Engineering.
(2026).
Hetero-EUCLID: Interpretable model discovery for heterogeneous hyperelastic materials using stress-unsupervised learning.
Computer Methods in Applied Mechanics and Engineering.
Join Us
We are always looking for motivated PhD, MTech (Research) and MTech students, project associates and interns who are excited about mechanics, materials and machine learning.