Andreas Hauptmann

7PUBLICATIONS
23CO-AUTHORS
Computational imagingNumerical modelling and mechanical characterisationElectrical circuits and systemsSemi- and unsupervised learningSystems engineering
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Publications (7)

|Sep 02, 2026
Machine-learning-enhanced image reconstruction in optical tomography using the Monte Carlo method for light transport.

|Jul 23, 2025
Digital twins enable full-reference quality assessment of photoacoustic image reconstructions.

Janek Gröhl, Leonid Kunyansky, Jenni Poimala

|Nov 21, 2024
Non-iterative model-based inversion for low channel-count optical ultrasound imaginga).

Fraser T Watt, Andreas Hauptmann, Eleanor C Mackle

|Nov 09, 2023
Domain independent post-processing with graph U-nets: applications to electrical impedance tomographic imaging⋆.

William Herzberg, Andreas Hauptmann, Sarah J Hamilton

|Sep 25, 2023
Unsupervised knowledge-transfer for learned image reconstruction.

Riccardo Barbano, Željko Kereta, Andreas Hauptmann

|Feb 14, 2022
Structural engineering from an inverse problems perspective.

A Gallet, S Rigby, T N Tallman

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Frequent Collaborators

1 joint publications

A Gallet

1 joint publications

X Kong

1 joint publications

D Smyl

1 joint publications

Riccardo Barbano