mailitics

Tag: modal

  • Machine learning assisted state prediction of misspecified linear dynamical system via modal reduction

    Machine learning assisted state prediction of misspecified linear dynamical system via modal reduction arXiv:2601.05297v1 Announce Type: new Abstract: Accurate prediction of structural dynamics is imperative for preserving digital twin fidelity throughout operational lifetimes. Parametric models with fixed nominal parameters often omit critical physical effects due to simplifications in geometry, material behavior, damping, or boundary conditions,…

  • MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements

    MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements arXiv:2506.02260v1 Announce Type: new Abstract: The growing prevalence of digital health technologies has led to the generation of complex multi-modal data, such as physical activity measurements simultaneously collected from various sensors of mobile and wearable devices. These data hold immense potential for advancing health studies, but current…