Conversion Problems A conversion factor is a ratio of equivalent measurements. Dimensional Analysis A way to analyze and solve problems using the units, or dimensions, of the measurements. How many seconds are in 8 hours? Practice Problem How many minutes are in exactly 1 week? Multistep Problem...
whole biased dataset35. In practice, various ML techniques can be utilized to recognize subgroups of datasets, such as clustering and subgroup discovery35,36. Notably, the data distribution in the specific subdomain should be statically “most interesting”, i.e., as large as possible while the...
A BET analysis of the isotherm yielded a monolayer coverage of 8.994 mmol g−1. This monolayer coverage, when combined with the measured surface area, yields an aerial coverage of 0.59 Å−2 and, using the van der Waals radius for Ar, a monolayer density of nAr = 0....
Besides cognitive tasks, the properties of HDC have also been a motivation to apply it to more general computation problems, which we will refer to asstochastic computation. Research in this domain seeks to create solutions to classical problems, such as hashing [32] or graph isomorphism [23] ...
The proposed metric can further serve as a cost function in manifold optimization tasks. In this work, we delineate and test a few applications. Primarily, we demonstrate how the cost function can help identify appropriate data preprocessing to mitigate problems with ill-behaved manifolds. While in...
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, proteomics, and epigenomics) [1]. The integrated analysis of multi-omics data not only help to explore disease-related biological processes through differences in omics features between different patients [2,3], but also contributes to precision treatment of specific patients in clinical practice....
Further the functional analysis of cells engrafted within the humanized liver was identified using immunocytochemuical staining for albumin (Figure 4D) and key liver cell enzyme G6PC (Figure 4E). These investigations confirmed that the repopulated human liver cells are viable and functional. The ...
Synchrotron X-ray tomography enables the examination of the internal structure of materials at submicron spatial resolution and subsecond temporal resolution. Unavoidable experimental constraints can impose dose and time limits on the measurements, intro
Machine learning offers an intriguing alternative to first-principle analysis for discovering new physics from experimental data. However, to date, purely data-driven methods have only proven successful in uncovering physical laws describing simple, low-dimensional systems with low levels of noise. Here...