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The Impact of Biomechanical Quantities on PINNs-Based Medical Image Registration

• Authors : Ma, S; Lin, Z; Du, X ...

Subjects: Ultrasound Image Registration; Linear Elastic Regularization; Physics-informed Neural Networks

• Source: In: Ni, D and Noble, A and Huang, R and Xue, W, (eds.) Simplifying Medical Ultrasound. ASMUS 2025. (pp. pp. 98-108). Springer: Cham, Switzerland. (2026)

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Predicting stator winding short-circuit faults in induction motors using machine learning: a comparative study

• Authors : Tayyaba Aasar; Kiran Sultan; Adnan Umer Khan

Subjects: Induction motor; Predictive maintenance; Machine learning

• Source: Discover Computing, Vol 29, Iss 1 (2026)

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Option pricing in the Heston model with physics inspired neural networks

• Authors : UCL - SSH/LIDAM/ISBA - Institut de Statistique, Biostatistique et Sciences Actuarielles; Hainaut, Donatien; Casas, Alex

Subjects: Neural networks; options; Heston model

• Source: Annals of Finance, Vol. 20, no.3, p. 353-376 (2024)

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Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks

• Authors : Anton, David; Tröger, Jendrik-Alexander; Wessels, Henning

Subjects: ScholarlyArticle; ddc:621; Veröffentlichung der TU Braunschweig

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Ensemble of physics-informed neural networks for solving plane elasticity problems with examples

• Authors : Mouratidou, Aliki D.; Drosopoulos, Georgios; Stavroulakis, Georgios E.

Subjects: H300 - Mechanical engineering; Article; PeerReviewed

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Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity

• Authors : Min, Zhe; Baum, Zachary; Saeed, Shaheer ...

• Source: In: Linguraru, MG, (ed.) Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention. Springer: Cham, Switzerland.

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Physics informed neural network with multiple subnetworks for predicting rheological behavior of cementitious materials

• Authors : Tianjie Zhang; Donglei Wang; Yang Lu

Subjects: Physics-Informed neural network; Deep learning; Rheology

• Source: Discover Applied Sciences, Vol 7, Iss 11, Pp 1-23 (2025)

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Non-rigid Medical Image Registration using Physics-informed Neural Networks

• Authors : Min, Zhe; Baum, Zachary MC; Saeed, Shaheer U ...

Subjects: Medical image registration; Biomechanical constraints; Physics-informed neural network

• Source: In: Frangi, Alejandro and De Bruijne, Marleen and Wassermann, Demian and Navab, Nassir, (eds.) Information Processing in Medical Imaging: IPMI 2023. (pp. pp. 601-613).

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