Publications

Selected publications

2025

  1. 2025-paper-mobility.jpg
    Mobility as a Resource (MaaR) for resilient human-centric automation–a vision paper
    S Travis Waller, Amalia Polydoropoulou, Leandros Tassiulas, and 7 more authors
    Data Science for Transportation, 2025

2024

  1. 2024-paper-adavln.jpg
    AdaVLN: Towards Visual Language Navigation in Continuous Indoor Environments with Moving Humans
    Dillon Loh, Tomasz Bednarz, Xinxing Xia, and 1 more author
    arXiv preprint arXiv:2411.18539, 2024
  2. ISEMV 2024
    Building a Unified Transportation Digital Twin: Integrating Rapidex for Next-Gen 3D Traffic Modeling and Road Scene Generation
    Durre Nayab, Sakshi Atul Charde, Pallavi Mohan, and 2 more authors
    In 2024 IEEE International Symposium on Emerging Metaverse (ISEMV), 2024
  3. 2024-paper-asd.jpg
    Using Visual Attention Estimation on Videos for Automated Prediction of Autism Spectrum Disorder and Symptom Severity in Preschool Children
    Ryan Anthony J. Belen, Valsamma Eapen, Tomasz Bednarz, and 1 more author
    PLOS ONE, Feb 2024
  4. 2024-fire.jpg
    Analysis of Wildfire Visualization Systems for Research and Training: Are They Up for the Challenge of the Current State of Wildfires?
    Carlos A. Tirado Cortes, Susanne Thurow, Alex Ong, and 4 more authors
    IEEE Transactions on Visualization and Computer Graphics, Feb 2024

2023

  1. 2023-emotion-elicitation.jpg
    Virtual Reality for Emotion Elicitation – A Review
    Rukshani Somarathna, Tomasz Bednarz, and Gelareh Mohammadi
    IEEE Transactions on Affective Computing, Feb 2023

2022

  1. 2022-opt-optimizer.jpg
    Optimizing the optimizer for data driven deep neural networks and physics informed neural networks
    John Taylor, Wenyi Wang, Biswajit Bala, and 1 more author
    Feb 2022
  2. 2022-mcdi.jpg
    Application of digital twins for remote operation of membrane capacitive deionization (mCDI) systems
    Boyue Lian, Yunyi Zhu, Dominic Branchaud, and 4 more authors
    Desalination, Feb 2022
  3. 2022-gravity.jpg
    Gravity++: A graph-based framework for constructing interactive visualization narratives
    Humphrey O. Obie, Dac Thanh Chuong Ho, Iman Avazpour, and 4 more authors
    Journal of Computer Languages, Feb 2022
  4. 2022-cvpr.jpg
    ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction
    Ryan Anthony Jalova Belen, Tomasz Bednarz, and Arcot Sowmya
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2022

2021

  1. 2021-xai.jpg
    Explainable AI and Reinforcement Learning — a Systematic Review of Current Approaches and Trends
    Lindsay Wells, and Tomasz Bednarz
    Frontiers in artificial intelligence, Jun 2021
  2. 2021-gans.jpg
    Generative adversarial networks–enabled human–artificial intelligence collaborative applications for creative and design industries: A systematic review of current approaches and trends
    Rowan T Hughes, Liming Zhu, and Tomasz Bednarz
    Frontiers in artificial intelligence, Jun 2021

2020

  1. 2020-autism.jpg
    Computer vision in autism spectrum disorder research: a systematic review of published studies from 2009 to 2019
    Ryan Anthony J. Belen, Tomasz Bednarz, and Arcot Sowmya
    Translational Psychiatry - Nature, Jun 2020
  2. 2020-urban.jpg
    A review and reframing of participatory urban dashboards
    Oliver Lock, Tomasz Bednarz, Simone Z. Leao, and 1 more author
    City, Culture and Society, Jun 2020
  3. 2020-askap.jpg
    Digital Twin of the Australian Square Kilometre Array (ASKAP)
    Tomasz Bednarz, Dominic Branchaud, Florence Wang, and 2 more authors
    In SIGGRAPH Asia 2020 Posters, Virtual Event, Republic of Korea, Jun 2020
  4. 2020-nguyen.jpg
    User experience in collaborative extended reality: overview study
    Huyen Nguyen, and Tomasz Bednarz
    In Virtual Reality and Augmented Reality: 17th EuroVR International Conference, EuroVR 2020, Valencia, Spain, November 25–27, 2020, Proceedings 17, Jun 2020

2019

  1. 2019-hevs.jpg
    Multi–Modal High–End Visualization System
    Conan Bourke, and Tomasz Bednarz
    In Proceedings of the 17th International Conference on Virtual-Reality Continuum and Its Applications in Industry, Brisbane, QLD, Australia, Jun 2019

2016

  1. 2016-emergency.jpg
    Image classification to support emergency situation awareness
    Ryan Lagerstrom, Yulia Arzhaeva, Piotr Szul, and 4 more authors
    Frontiers in Robotics and AI, Jun 2016

2011

  1. 2011-qcat.jpg
    Tele-operation of a mobile mining robot using a panoramic display: an exploration of operators sense of presence
    Craig A James , Tomasz P Bednarz, Kerstin Haustein, and 3 more authors
    In 2011 IEEE international conference on automation science and engineering, Aug 2011

2009

  1. 2009-scaling.jpg
    Scaling for unsteady thermo-magnetic convection boundary layer of paramagnetic fluids of Pr>1 in micro-gravity conditions
    Tomasz Bednarz, Wenxian Lin, John C. Patterson, and 2 more authors
    International Journal of Heat and Fluid Flow, Aug 2009
  2. 2009-diurnal.jpg
    Unsteady natural convection induced by diurnal temperature changes in a reservoir with slowly varying bottom topography
    Tomasz P. Bednarz, Chengwang Lei, and John C. Patterson
    International Journal of Thermal Sciences, Aug 2009
  3. 2009-magnetic.jpg
    Enhancing natural convection in a cube using a strong magnetic field — Experimental heat transfer rate measurements and flow visualization
    Tomasz Bednarz, John C. Patterson, Chengwang Lei, and 1 more author
    International Communications in Heat and Mass Transfer, Aug 2009
  4. 2009-numericalflux.jpg
    A numerical study of unsteady natural convection induced by iso-flux surface cooling in a reservoir model
    Tomasz P Bednarz, Chengwang Lei, and John C Patterson
    International Journal of Heat and Mass Transfer, Aug 2009

2008

  1. 2008experiment.jpg
    An experimental study of unsteady natural convection in a reservoir model cooled from the water surface
    Tomasz P Bednarz, Chengwang Lei, and John C Patterson
    Experimental Thermal and Fluid Science, Aug 2008