Latest news
Papers, awards and talks from the group.
4NeurIPS
papers
papers
Four papers accepted at NeurIPS 2026
Four papers from the group have been accepted at NeurIPS, spanning physics-informed digital twins, electromagnetic inverse scattering, differentiable physical reconstruction and physically consistent scene generation.
- PhySPRING Structure-Preserving Reduction of Physics-Informed Digital Twins via Graph Neural NetworksJing, Y., Chen, X., Wang, G., Wysocki, O., Wu, H. & Sheil, B.B.
- GauGal Gaussian-Galerkin Electromagnetic Inverse Scattering ImagingWu, H., Jing, Y., Wang, G., Wysocki, O. & Sheil, B.B.
- BendTwin Robust Dense-to-Sparse Physical Reconstruction with Bending-Aware Differentiable Spring-Mass ModelsJing, Y., Wang, Q., Chen, L., Jiang, J., Wang, G., Wu, H., Wysocki, O., Ma, W. & Sheil, B.B.
- NEXUS Neural Energy-Field for X-object Interaction with Unified Scene Dynamics for Physically-Consistent GenerationYing, Q., Wang, G., Pan, Y., Prisacariu, V.A., Sheil, B.B. & Jing, Y.
InfraMind Labs a triple winner at the GE GeoTech Awards 2026
InfraMind Labs, the group’s spinout developing physics-supervised AI for infrastructure inspection, took home three awards at the Ground Engineering GeoTech Awards 2026:
- 01Technology Provider of the Year
- 02Emerging Technology Award
- 03Best Use of AI & Machine Learning
Brian Sheil gives keynote at the ECCV TwinWorld workshop
Brian gave an invited keynote at the TwinWorld workshop, held at ECCV 2026.
Brian Sheil receives Best Reviewer Award from Data-Centric Engineering
Brian was recognised with a Best Reviewer Award by Data-Centric Engineering, the Cambridge University Press journal, for his contributions as a reviewer.