Computational toolkits for model-based design and optimization
Highlights•Systematically review 82 model-based design (MBD) toolkits.•Dynamic,
multiscale, and interdisciplinary grand challenges drive software trends.•Organize MBD
software advances in five themes.•Contemporary membrane examples illustrate the
confluence of MBD themes.We review recent advances in software platforms for model-
based design (MBD) organized in five overarching themes—from (1) simulation to
optimization,(2) commercial to open-source,(3) process-centric to multiscale,(4) mechanistic …
multiscale, and interdisciplinary grand challenges drive software trends.•Organize MBD
software advances in five themes.•Contemporary membrane examples illustrate the
confluence of MBD themes.We review recent advances in software platforms for model-
based design (MBD) organized in five overarching themes—from (1) simulation to
optimization,(2) commercial to open-source,(3) process-centric to multiscale,(4) mechanistic …
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