Ratikanta Behera

Source: https://cds.iisc.ac.in/faculty/ratikanta/ Parent: https://cds.iisc.ac.in/research-new/computational-science-and-engineering/

Scientific Machine Learning

Integration of physics-based models with machine learning techniques, including Physics-Informed Neural Networks (PINNs) for solving differential equations and discovering governing laws from data. Wavelet-based machine learning techniques for solving PDEs.

Recent publications: Wavelet-based PINNs, Fractional machine intelligence frameworks