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Currently displaying 1 - 20 of 388 publications

Real-time CBCT reconstructions using Krylov solvers in repeated scanning procedures

F Hastings, SM Ragib Shahriar Islam, M Sabaté Landman, S Hatamikia, C-B Schönlieb, A Biguri

– Physics in medicine and biology

(2026)

71,

105019

(doi: 10.1088/1361-6560/ae676e)

Linear Toroidal-Inertial Waves on A Differentially Rotating Sphere with Application to Helioseismology: Modeling, Forward and Inverse Problems

TTN Nguyen, D Fournier, L Gizon, T Hohage

– Mathematical Methods in the Applied Sciences

(2026)

mma.70775

(doi: 10.1002/mma.70775)

Approximation Theory for Lipschitz Continuous Transformers

T Furuya, D Murari, C-B Schönlieb

(2026)

(link to publication)

Data assimilation via model reference adaptation for linear and nonlinear dynamical systems

B Kaltenbach, C Aarset, TTN Nguyen

(2026)

(link to publication)

Multi-Level Monte Carlo training of neural operators

J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé

– Computer Methods in Applied Mechanics and Engineering

(2026)

453,

118800

(doi: 10.1016/j.cma.2026.118800)

Multi-Level Monte Carlo Training of Neural Operators.

J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé

(2026)

(doi: 10.48550/arxiv.2505.12940)

(link to publication)

From Euler-Jacobi to Bogoyavlenskij and back

D Murari, N Sansonetto

– Nonlinearity

(2026)

39,

015016

(doi: 10.1088/1361-6544/ae341c)

Mamba neural operator: Who wins? transformers vs. state-space models for PDEs

C-W Cheng, J Huang, Y Zhang, G Yang, C-B Schönlieb, AI Aviles-Rivero

– Journal of Computational Physics

(2025)

548,

114567

(doi: 10.1016/j.jcp.2025.114567)

Learned denoising with simulated and experimental low-dose CT data.

MB Kiss, A Biguri, C-B Schönlieb, KJ Batenburg, F Lucka

– Sci Rep

(2025)

16,

835

(doi: 10.1038/s41598-025-30457-9)

HIBMatch: Hypergraph Information Bottleneck for Semi-Supervised Alzheimer's Progression

Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb

– IEEE J Biomed Health Inform

(2025)

PP,

(doi: 10.1109/jbhi.2025.3634534)

Deep generative classification of blood cell morphology

S Deltadahl, J Gilbey, C Van Laer, N Boeckx, MPG Leers, T Freeman, L Aiken, T Farren, M Smith, M Zeina, S MacDonald, D Gleghorn, M Schut, F Asselbergs, S Kar, S Williams, M Koh, Y Henskens, N de Wit, U D’Alessandro, B Bah, O Secka, R Gupta, S Trompeter, C van Laer, GA Awandare, K Sarpong, L Amenga-Etego, WH Ouwehand, JHF Rudd, JHF Rudd, C Piazzese, J Taylor, N Gleadall, C-B Schönlieb, S Sivapalaratnam, M Roberts, P Nachev

– Nature Machine Intelligence

(2025)

1791

(doi: 10.1038/s42256-025-01122-7)

Laplace Learning in Wasserstein Space

MCA Oliver, M Roberts, C-B Schönlieb, M Thorpe

(2025)

(link to publication)

Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes

W Peaslee, A Breger, C-B Schonlieb

– 2025 33rd European Signal Processing Conference (EUSIPCO)

(2025)

716

(doi: 10.23919/EUSIPCO63237.2025.11226174)

Principled Methods for Advancing Generative Machine Learning

Y Li

(2025)

(doi: 10.17863/CAM.130189)

Stable neural networks and connections to continuous dynamical systems

MJ Ehrhardt, D Murari, F Sherry

(2025)

(link to publication)

Enhanced visualisation of concealed target objects by infrared thermography and machine learning

W Khor, Y Chen, M Roberts, F Ciampa

– Infrared Physics & Technology

(2025)

152,

106186

(doi: 10.1016/j.infrared.2025.106186)

Artificial Intelligence-Led Whole Coronary Artery OCT Analysis; Validation and Identification of Drug Efficacy and Higher-Risk Plaques

B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett

– Circ Cardiovasc Imaging

(2025)

18,

e018133

(doi: 10.1161/CIRCIMAGING.125.018133)

FEM-based A-optimal sensor placement for heat source inversion from final time measurement

C Aarset, TTN Nguyen

(2025)

(link to publication)

LamiGauss: Pitching Radiative Gaussian for Sparse-View X-ray Laminography Reconstruction

C Chen, A Biguri, J-M Morel, RH Chan, C-B Schönlieb, J Li

(2025)