9 citations · 16 across the 14 of their papers we have counts for
4 papers · 1 filter
Fragility curves for power transmission towers in Odisha, India, based on observed damage during 2019 Cyclone Fani
Surender V Raj, Manish Kumar, Udit Bhatia
Lifeline infrastructure systems such as a power transmission network in coastal regions are vulnerable to strong winds generated during tropical cyclones. Understanding the fragili…
Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping to Polynomials with Noise
Nidhin Harilal, Udit Bhatia, Auroop R. Ganguly
Advances in neural architecture search, as well as explainability and interpretability of connectionist architectures, have been reported in the recent literature. However, our und…
Cyclone preparedness strategies for regional power transmission systems in data-scarce coastal regions of India
Surender V Raj, Udit Bhatia, Manish Kumar
As the frequency and intensity of tropical cyclones, and the degree of urbanization increase, a systematic strengthening of power transmission networks in the coastal regions becom…
Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes
Pravin Bhasme, Jenil Vagadiya, Udit Bhatia
Current modeling approaches for hydrological modeling often rely on either physics-based or data-science methods, including Machine Learning (ML) algorithms. While physics-based mo…