Indian Institute of Technology Hyderabad

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...

A Generalized Shape Function Approach for Multimaterial Topology Optimization

ABSTRACT This paper presents a generalized shape function (gSF) approach for multi‐material topology optimization that utilizes a compact design space to produce optimized configurations featuring a large number of materials. Building upon 1D (linear), 2D (bilinear), and 3D (tril...

Mechanistic insights into cooperative permeation of glycerol and water through human aquaporin-10

Human aquaporins are integral membrane proteins that facilitate transmembrane transport of small molecules. Among the 13 members of this family, pH-regulated human aquaporin-10 (hAQP10) plays a critical role in glycerol metabolism and lipid homeostasis. A molecular-level understa...

From Noise to Knowledge: Distill Social Media Opinions on Rumor Detection Exploiting LLMs

The majority of social media research relies on datasets gathered from social media websites such as Reddit and Twitter. However, their intrinsic high noisy content reduces the performance of data-driven models. This restriction of noisy data has made data preparation techniques...

Purpose-driven firms and their sustainability outcomes: empirical insights from India

Purpose This study aims to evaluate the firm-level determinants of corporate sustainability performance (CSP) among Indian listed firms and examine whether these determinants vary across sectoral and ownership contexts in the institutional environment shaped by mandatory CSR obli...