EurekAlert!

PIANO: a new operator learning framework that deciphers and incorporates invariants from the PDE series via self-supervised learning and attention technique, achieving superior ...

(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 ...
KHL

Operator training: efficient learning

Crane manufacturer Liebherr runs mobile crane training courses at its Ehingen, Germany-based training centre and at a number of locations around the world. Its ten-day course is well-established, ...
Semiconductor Engineering

Thermal Simulation And Optimization in 3D-IC Design (Intel, UCSB, Cadence)

A new technical paper titled “DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design” was published by researchers at Intel Corporation, ...