A new publication from Opto-Electronic Advances discusses high performance integrated photonic-circuit-based on inverse design method. With the explosive growth of information and data, photonic ...

Researchers at the University of Pennsylvania have introduced 'Mollifier Layers,' an AI-based mathematical approach to solve inverse partial differential equations more reliably and with less ...

(A) Left: The sharp image (ground truth) and the motion blur kernel used. Right: The noise-corrupted input images and the deblurred outputs. (B) Projection of the data onto the 2D space formed by the ...

Penn Engineers have developed a new way to use AI to solve inverse partial differential equations (PDEs), a particularly ...