Validating Synthetic Galaxy Catalogs for Dark Energy Science in the LSST Era

Posted by Chicago

Kavli Affiliate: Lindsey Bleem | First 5 Authors: Eve Kovacs, Yao-Yuan Mao, Michel Aguena, Anita Bahmanyar, Adam Broussard | Summary: Large simulation efforts are required to provide synthetic galaxy catalogs for ongoing and upcoming cosmology surveys. These extragalactic catalogs are being used for many diverse purposes covering a wide range of scientific topics. In order […]


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Autonomous Investigations over WS$_2$ and Au111 with Scanning Probe Microscopy

Posted by klaurent Berkeley

Kavli Affiliate: Archana Raja| Summary:Individual atomic defects in 2D materials impact their macroscopic functionality. Correlating the interplay is challenging, however, intelligent hyperspectral scanning tunneling spectroscopy (STS) mapping provides a feasible solution to this technically difficult and time consuming problem. Here, dense spectroscopic volume is collected autonomously via Gaussian process regression, where convolutional neural networks are […]


Continue.. Autonomous Investigations over WS$_2$ and Au111 with Scanning Probe Microscopy