The best alternative is LTspice, which is free. There are seven alternatives to MacSpice for Windows, Linux and Mac. Here, we present the current state of machine learning for the design and control of microfluidic devices, its possible applications, and current limitations. MacSpice is described as Simulates and analyses electronic circuits that can range in complexity from a single resistor to an integrated circuit comprising tens-of-thousands of devices and is an app. Integration of machine learning with microfluidics could significantly expand its adoption and impact. The intuition of microfluidic experts can be captured through machine learning, where complex statistical models are trained for pattern recognition and subsequently used for event prediction. If these barriers were overcome, microfluidics could miniaturize biological and chemical research for non-experts through fully-automated platform development and operation. Despite its ubiquity, the complexity of designing and controlling custom microfluidic devices present major barriers to adoption, requiring intuitive knowledge gained from years of experience.
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Marilia paiva silva, Mac spice vs nice n spicy, Ibiganza bisenga, The miz wrestler. Microfluidics has developed into a mature field with applications across science and engineering, having particular commercial success in molecular diagnostics, next-generation sequencing, and bench-top analysis. Single cell sorting microfluidics, Alorica careers cutler bay.
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