International Institute of Information Technology, Hyderabad

Detecting quantum properties in physical systems using proxy witnesses

Abstract In practice, it is quite challenging to detect a quantum property, a microscopic property, in a system. In our work, we construct general proxy witnesses of quantum properties to detect their presence in quantum systems and we do so for quantum systems which may possibly...

Mobile education builds resilience during shocks in five countries

Abstract Education systems need to withstand frequent shocks, including disease and climate events, which close schools for more than 222 million children 1 . During these emergencies, alternative models are needed to deliver education. However, rigorous evaluation of effective e...

Entropy aware EnKF framework for reliable power quality prediction in smart grids

In this paper a novel predictive technique is proposed for power quality (PQ) event classification in smart grid. Here Ensemble Kalman filter (EnKF) based approach and Entropy based trust modelling are utilized to design hybrid learning model that can classify PQ events during no...

Enhancing lung cancer subtype classification using histopathology foundation models in weakly-supervised and unsupervised learning frameworks

The lack of demographically diverse datasets remains a major barrier to the deployment of computational pathology models in real-world clinical settings. To address this gap, we introduce and release the Indian Pathology Dataset for Lung Cancer (IPD-LUNG), a curated histopatholog...