(a). Given the PDE initial fields, PIANO first infers the physical invariant (PI) embedding via the PI encoder, then integrates it into the neural operator to obtain a personalized operator. After ...

Abstract: Autonomous systems must learn, adapt, and make decisions in novel, unpredictable environments. However, data-driven approaches often struggle to generalize and can be fragile in such ...

Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. I see corporate learning at a strategic breaking point; the mandate is no longer to simply ...

SAN FRANCISCO, CALIF.—To further understand the differences in outcomes of carotid artery stenting (CAS) and carotid endarterectomy (CEA), trial design elements, as well as operator learning curve, ...