Expert-guided evolutionary algorithm for layout design of complex space stations
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DOI: 10.1080/17517575.2016.1150521
Abstract: ABSTRACT The layout of a space station should be designed in such a way that different equipment and instruments are placed for the station as a whole to achieve the best overall performance. The station… read more here.
Keywords: evolutionary algorithm; expert guided; space; layout design ... See more keywords
Expert-guided protein language models enable accurate and blazingly fast fitness prediction
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DOI: 10.1101/2024.04.24.590982
Abstract: Exhaustive experimental annotation of the effect of all known protein variants remains daunting and expensive, stressing the need for scalable effect predictions. We introduce VespaG, a blazingly fast missense amino acid variant effect predictor, leveraging… read more here.
Keywords: expert guided; effect; guided protein; blazingly fast ... See more keywords
Expert-guided optimization for 3D printing of soft and liquid materials
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DOI: 10.1371/journal.pone.0194890
Abstract: Additive manufacturing (AM) has rapidly emerged as a disruptive technology to build mechanical parts, enabling increased design complexity, low-cost customization and an ever-increasing range of materials. Yet these capabilities have also created an immense challenge… read more here.
Keywords: expert guided; guided optimization; optimization printing; parameter space ... See more keywords