Bengaluru, India, 2024
Hello, and welcome to my webpage!
I am an engineering researcher passionate about advancing the science of Artificial Intelligence-driven materials, metamaterials, and geometrically inspired structures. My work lies at the intersection of computational mechanics, wave physics, and architected material design, growing emphasis on geometric computing in material discovery, alongside broader research into the reliability of Generative AI systems.
Currently, I am a Research Scientist at Vizuara AI Labs, primarily focused on Scientific Machine Learning (SciML) and the integration of physics with AI for material discovery. Beyond physical sciences, I also conduct research in Generative AI, specifically targeting the robustness of Large Language Models (LLMs) and developing methods to mitigate hallucinations in critical non-physics applications. At the same time, I collaborate with Prof. Konstantinos Karapeperis from École Polytechnique Fédérale de Lausanne (EPFL) to unravel the mechanics of granular materials through LS-DEM method and later deploy GenAI Models such as Diffusion Models.
Thanks for visiting! Dive into my research to see what I actually do.
News:
- Accepted My paper on Non-reciprocal Metamaterial, has been accepted for publication in Journal of Acoustical Society of America (JASA).
- Accepted My paper Hetero-EUCLID, a machine learning-driven material framework, has been accepted for publication in Computer Methods in Applied Mechanics and Engineering (CMAME) (I.F: 7.3).
- 🎉 Excited to announce that I have joined Vizuara AI Labs as a Research Scientist!
- 🎉 My work on Machine Learning based Materials from IISc is out here.
- 🎉 My work on Non-reciprocal Metamaterials from IISc is out here.