Author

C. Ghnatios

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Preprint Oct 2026

Human movement reconstruction through latent structural representations during assisted transitions and multidirectional hopping

The quantification of three-dimensional human kinematics is fundamental to neurorehabilitation and musculoskeletal research, yet atypical posture, physical assistance, and rapid movement create conditions of partial observability. Here, we evaluate a latent-structure-informed framework combining convolutional rank-redu...

G. Cesar, L. Y. Mochida, C. Ghnatios · 0 citations

Open access Aug 2026

Foam property prediction and inception via a hybrid machine learning and model order reduction framework

This work establishes a methodology for the prediction of material properties based on imaging of lignin-containing polyurethane rigid foams and solving the inverse problem by generating the required lignin-based formulation leading to the desired mechanical properties.

C. Ghnatios, I. Hage, J. E. Quinsaat et al. · Advanced Modeling and Simula... · 0 citations