Research Group
Research Group
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The Material AI and Magnetics Lab at Materials Engineering, IIT Jodhpur, operates at the dynamic intersection of Materials Engineering and Artificial Intelligence (AI). Our mission is to accelerate the discovery, optimization, and application of current and next-generation structural materials and magnetic materials for EVs through advanced data science and machine learning techniques.
The Material AI and Magnetics Lab at Materials Engineering, IIT Jodhpur, operates at the dynamic intersection of Materials Engineering and Artificial Intelligence (AI). Our mission is to accelerate the discovery, optimization, and application of current and next-generation structural materials and magnetic materials for EVs through advanced data science and machine learning techniques.
We believe that progress in materials engineering lies in highly interdisciplinary and application oriented approaches. We actively collaborate with experts in AI, electrical engineering, physics, start ups and industry partners. We are fusing the expertise of materials with the power of modern AI for application focused research across materials for EV Motors and Clean Energy
An image speaks a thousand words, and above is a sequence of images showing spinodal decomposition evolution with time. Going from noise to well defined microstructures. We simulate these phase transformations and use vision AI models to accelerate these simulations.
The above image shows dendritic growth beginning from a single seed nucleus at the centre. This dendritic growth happens through diffusion. Coloring indicates time of attachment of the diffusion atoms to the dendrite.
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