Nikhil Muralidhar

Incorporating Prior Domain Knowledge into Deep Neural Networks

Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah et al. · 2018 · 152 citations

Artificial Intelligence, Deep Neural Networks, Prior Domain Knowledge +13

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

Sarabeth M. Mathis, Alexander E. Webber, Tomás M. León et al. · Nature Communications · 2024 · 46 citations · Full text

Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

Nikhil Muralidhar, Jie Bu, Ze Cao et al. · Big Data · 2020 · 42 citations · Full text

Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores

Nikhil Muralidhar, Abdullah Zubair, Nathanael R. Weidler et al. · 2021 · 33 citations · Full text

Hardware Trojan, Engineering, Machine Learning +19

Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems

Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash et al. · IEEE Network · 2024 · 29 citations