Journal Publications
Asish, Sarker M., Kulshreshth, A. K., Borst, C. W., and Sutradhar, S., "Classification of Internal and
External Distractions in an Educational VR Environment Utilizing Multimodal Features”, accepted for
publication at IEEE Transactions on Visualization and Computer Graphics (TVCG) special issue for IEEE
ISMAR 2024
Nath, F., Asish, Sarker M., Ganta, D., et al., "Artificial Intelligence Model in Predicting Geomechanical
Properties for Shale Formation: A Field Case in Permian Basin", — Journal of Energies, November 2022
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W., "Detecting Distracted Students in Educational VR
Environments using Machine Learning on Eye Gaze Data", — Journal of Computers and Graphics,
October 2022.
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W., "User Identification Utilizing Minimal Eye-Gaze
Features in Virtual Reality Applications", — Journal of Virtual Worlds, September 2022.
Conference Publications
Asish, Sarker M., Karki, B., KC, B., Kolahchi N., and Sutradhar, S., “Synthesizing Six Years of AR/VR Research: A Systematic Review of Machine and Deep Learning Applications” — Proceedings of
the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), March 2025
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W., "Internal Distraction Detection Utilizing EEG Data in
an Educational VR Environment", — Proceedings of the ACM Symposium on Applied Perception (SAP),
August 2023
Nath, F., Asish, Sarker M., Ganta, D., et al., "Rock Thin-Section Analysis and Mineral Detection Utilizing
Deep Learning Approach", — In SPE/AAPG/SEG Unconventional Resources Technology Conference.
OnePetro, June 2023
Nath, F., Asish, Sarker M., Ganta, D., et al., "Predicting Hydrocarbon Production Behavior in Heteroge-
neous Reservoir Utilizing Deep Learning Models", — In SPE/AAPG/SEG Unconventional Resources Technology Conference. OnePetro, June 2023
Nath, F., Asish, Sarker M., Ganta, D., et al., "Prediction and analysis of geomechanical properties using
deep learning: A Permian Basin case study", — In SPE/AAPG/SEG Unconventional Resources Technology
Conference. OnePetro, June 2022
Asish, Sarker M., Hossain, E., Kulshreshth, A.,and Borst, C. W., "Deep Learning on Eye Gaze Data to
Classify Student Distraction Level in an Educational VR Environment", — Proceedings of the International
Conference on Artificial Reality and Telexistence and Eurographics Symposium on Virtual Environments
(ICAT-EGVE), September 2021
Rahman, Y., Asish, Sarker M., Fisher, N. P., Bruce, E. C., Kulshreshth, A., and Borst, C. W., “Exploring Eye
Gaze Visualization Techniques for Identifying Distracted Students in Educational VR” — Proceedings of
the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), March 2020
Poster Publications
Asish, Sarker M., Salazar R., and Kulshreshth, A.,"Effectiveness of Visual Acuity Tests in VR vs the
Real-World", — Proceedings of the 2024 IEEE Conference on Virtual Reality and 3D User Interfaces (VR),
March 2024
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W.,"Detecting Distracted Students in an Educational VR
Environment Using Machine Learning on EEG and Eye-Gaze Data", — Proceedings of the 2023 IEEE
Conference on Virtual Reality and 3D User Interfaces (VR), March 2023.
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W.,"Detecting Internal Distraction in an Educational
VR Environment using EEG Data", — Proceedings of the ACM Spatial User Interactions (SUI 2022),
December 2022.
Asish, Sarker M., Kulshreshth, A.,and Borst, C. W.,"Supervised vs Unsupervised Learning on Gaze Data
to Classify Student Distraction Level in an Educational VR Environment", — Proceedings of the ACM
Spatial User Interactions (SUI 2021), November 2021.
Rahman, Y., Asish, Sarker M., Khokhar, A., Kulshreshth, A., and Borst, C. W., “Gaze Data Visualizations
for Educational VR Applications” — Proceedings of the ACM Spatial User Interactions (SUI 2019),
October 2019.
Google Scholar