Machine learning in electron beam lithography to boost photoresist formulation design for high-resolution patterning

A high-precision photoresist imaging model and formulation optimizer for electron beam lithography are developed. The optimized photoresist formulation meets the preset imaging performance requirement, boosting photoresist material design.