Publications

Dylan O'Hara, Pradeep Bajracharya, Casey Meisenzahl, Karli Gillette, Anton J. Prassl, Gernot Plank, Saman Nazarian, Roderick Tung, John L Sapp, Linwei Wang (2026). cAPM: Continual AI-Assisted Pace-Mapping with Active Learning.

Sumeet Vadhavkar, Pradeep Bajracharya, Md Shakil Zaman, Poornima Padmanabhan, Linwei Wang (2026). Gradient-based active learning for intelligent discovery of colloidal phase diagrams. Royal Society of Chemistry.

Aymen Alsaadi, Tianle Wang, Andrew Park, Pradeep Bajracharya, Linwei Wang, Fanbo Sun, Sudip Seal, Vikram Jadhao, Geoffrey Fox, Shantenu Jha (2025). ROSE: RADICAL Orchestrator for Surrogate Exploration. In SC Workshops ‘25: Proceedings of the SC ‘25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis.

Pradeep Bajracharya, Dylan O'Hara, Casey Meisenzahl, Karli Gillette, Anton J Prassl, Gernot Plank, John L Sapp, Linwei Wang (2025). Meta-learning based Active Learning Approach for Computer-Assisted Pace-Mapping. In CinC.

Dylan O'Hara, Pradeep Bajracharya, Casey Meisenzahl, Karli Gillette, Anton J Prassl, Gernot Plank, John L Sapp, Linwei Wang (2025). AI-Assisted Pace-Mapping using Continual-Learning Methods in Bayesian Optimization. In CinC.

Pradeep Bajracharya, Anton J. Prassl, Karli Gillette, Gernot Plank, Linwei Wang (2024). On the interdependence between data selection and architecture optimization in deep active learning. TMLR.

Pradeep Bajracharya, Javier Quetzalcóatl Toledo-Marín, Geoffrey Fox, Shantenu Jha, Linwei Wang (2024). Feasibility study on active learning of smart surrogates for scientific simulations.

Pradeep Bajracharya, Anton J. Prassl, Karli Gillette, Gernot Plank, Linwei Wang (2023). Active learning based Cardiac Tissue Parameter Estimation for Personalized model exploiting predictive uncertainty. In CinC.

Md Shakil Zaman, Jwala Dhamala, Pradeep Bajracharya, John L. Sapp, B Milan Horácek, Katherine C Wu, Natalia a Trayanova, Linwei Wang (2021). Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning. Frontiers in Physiology.

Prashnna K. Gyawali, Sandesh Ghimire, Pradeep Bajracharya, Zhiyuan Li, Linwei Wang (2020). Semi-supervised Medical Image Classification with Global Latent Mixing. In MICCAI.