Alwyn Mathew     Publication     Talks     Teaching     Blog     CV

Research Associate in the Department of Engineering at the University of Cambridge, working on the D-HYDROFLEX and DRF projects under the supervision of Professor Ioannis Brilakis. Before, I was a Postdoctoral Research Assistant at Division of Imaging Science and Technology, University of Dundee, worked on a vision system for soft endorobots led by Dr. Luigi Manfredi. I did my PhD in 3D computer vision at Indian Institutes of Technology (IIT) Patna advised by Dr. Jimson Mathew. I’m primarily interested in understanding 3D representation from 2D cameras. My current research goal is to build a mobile 3D scanner to create digital twins for infrastructures.

News

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Latest publications

    Journals

  • Kookalani, S., Liu, H., Dash, T., Mathew, A., & Brilakis, I, Interpretable machine learning for predicting the bearing capacity of double shear-bolted connections a data-driven evaluation, Frontiers in Built Environment, (2026). [Paper]
  • JU Schlenger, K Pluta, Mathew, A., T Yeung, R Sacks, A Borrmann, Reference Architecture and Ontology Framework for Digital Twin Construction, Automation in Construction, (2025). [Paper]
  • Conferences

  • Almanzor, E., Anvo, Mathew, A., et al., An Automated Maintenance Plant for Highways, IJCAI, (2026). [news]
  • Mathew, A., A., Alavi, H., Wang, G., Su, Y., Chen, W., & Brilakis, I., Deep Learning–based Point Cloud Segmentation and Relationship Graph Construction for Hydropower Dam Digital Twins, EC3, (2026). [Paper]

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Latest talks

  • AICTE FDP 18/12/20 GANs and Adversarial attacks [Slide]
  • FDP 17/12/19 Adversarial ML [Slide]

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