And there is a diversity of measures we can take so as to lead such an environmental-friendly life. For one thing, we are expected to minimize the use of private cars, which emit a large amount of greenhouse gases. For another, we are supposed to cultivate the public ...
Although this diversity is undoubtedly valuable, it can lead to confusion regarding terminology and best practices. There are many instances, as we detail in this paper, where a single term is used by different groups to mean different things, as well as cases where multiple terms are used to...
Potentially, one could include factors derived from the electronegativity of the compound to reflect the idea that bond distances are shorter in ionic compounds, or the variance in atomic radius to capture the effects of polydisperse packing. The power of machine learning is that it is not ...
1. To understand the diversity of structures and the relationships between them, we use the smooth overlap of atomic positions (SOAP) similarity function64,65: we created a 2D map in which the distance between two points reflects their structural distance in high-dimensional space, here obtained...
The diversity of people helps me to develop my thinking ability from nationalism to Internationalism. The nation had its restlessness journey towards excellence since decades. This helps me to become goal-oriented. Also I can fulfill my “Dollar Dreams”. ...
Whilst details of the database construction are given in Supplementary Note1, we provide an overview by visualising its composition in Fig.1. To understand the diversity of structures and the relationships between them, we use the smooth overlap of atomic positions (SOAP) similarity function64,65...
Performance of three different strategies to locate compounds with a band gap energy within a desired range: randomly selecting nonmetal-containing compounds, and two strategies using the machine-learning-based method presented in this work. The first machine learning strategy used a single model traine...
to determine any significant difference between the PIDGs of the two treatments, namely the pathogen’s responses to AF and TG vermicompost (Experiment 1). The data on PIRGs from different isolated microbes showing antagonistic activity againstA. rolfsiiwere analyzed using one-way analysis of varian...