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cs.LG2026
Integrating Survival-Based Aging Models with Data-Driven RUL Prognostics
Abhishek Srinivasan, Juan Carlos Andresen, Sepideh Pashami +1
Predictive maintenance requires reliable remaining useful life (RUL) estimation. Existing methods mainly follow two paradigms: wear-based aging models that capture cumulative degra…
physics.comp-ph2026
A differentiable machine learning small-angle X-ray scattering analysis framework for structure elucidation of lipid nanoparticles
Maria Bånkestad, Sandra Barman, Magnus Röding +11
Lipid nanoparticles (LNPs) are efficient delivery systems for negatively charged nucleic acids. Their multi-component architecture yields a core-shell structure. Small-angle X-ray…