DOI: 10.1039/d6dd00051g ISSN: 2635-098X
Physics-guided surrogate modeling for machine learning-driven DLD design optimization
Khayrul Islam, Mehedi Hasan, Yaling LiuA physics-guided machine-learning pipeline converts a measured cell deformation index into fabrication-ready DLD pillar geometries in under a minute, replacing weeks of microfluidic trial-and-error with an open web tool.