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14: Experimental results on corner optimization for the pixel-flip design, with angles a 45° to r 130°. The white scale bars are 10 µm in length.

14: Experimental results on corner optimization for the pixel-flip design, with angles a 45° to r 130°. The white scale bars are 10 µm in length.

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Photolithography is an indispensable tool in the modern microfabrication of integrated electronics and optical devices on several length scales. The task at hand is to replicate a desired pattern, encoded in a photomask, on a photoresist-covered wafer. Recent decades have witnessed an impressive development of photolithographic equipment, enabling...

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Neural network-based inverse lithography technology (NNILT) has been used to improve the computational efficiency of large-scale mask optimization for advanced photolithography. NNILT is now mostly based on labels, and its performance is affected by the quality of labels. It is difficult for NNILT to achieve high performance and extrapolation abili...