MODEL PREDICTIVE CONTROL ON INTEGRATED-ROOFTOP GREENHOUSE CLIMATE CONTROL


Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning.

Image-based cell profiling is a powerful tool that compares perturbed cell populations BEACH WAVES SUGAR SPRAY by measuring thousands of single-cell features and summarizing them into profiles.Typically a sample is represented by averaging across cells, but this fails to capture the heterogeneity within cell populations.We introduce CytoSummaryNet:

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Historical and contemporary DNA indicate fisher decline and isolation occurred prior to the European settlement of California.

Establishing if species contractions were the result of natural phenomena or human induced landscape changes is essential for managing natural populations.Fishers (Martes pennanti) in California occur in two geographically and genetically isolated populations in the northwestern mountains and southern Sierra Nevada.Their isolation is hypothesized t

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