2 papers
cs.LG2025
Graph Neural Networks at a Fraction
Rucha Bhalchandra Joshi, Sagar Prakash Barad, Nidhi Tiwari +1
Graph Neural Networks (GNNs) have emerged as powerful tools for learning representations of graph-structured data. In addition to real-valued GNNs, quaternion GNNs also perform wel…
cond-mat.mtrl-sci2024
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning
Sagar Prakash Barad, Sajag Kumar, Subhankar Mishra
Machine learning techniques are utilized to estimate the electronic band gap energy and forecast the band gap category of materials based on experimentally quantifiable properties.…