Paper introduces uncertainty-guided surrogate for microfluidic droplet generator inverse design
Neural ensemble surrogates with targeted enrichment and PSO achieve nearly doubled accuracy for optimizing microdroplet devices.
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Stories tagged #inverse-design
CocoRNA uses cooperative multi-agent RL for RNA design
On Rfam, the authors say the agents beat prior methods on success rate and design speed and generalize without extra training.