It is rather paradoxical that, although entropy is one of the most important quantities in physics, its main properties are rarely listed in the usual textbooks on statistical mechanics. In this paper we try to fill this gap by discussing these properties, as, for instance, invariance, additivit...
What can one say about the convergence properties of the IKT? If \alpha (q_1 ,q_2 ) \le B for some real number B, then \begin{aligned} \big | (f\star g)(x) \big |&\le \int \mathrm {d} q_{1}\, \mathrm {d} q_{2}\, \exp \big [\alpha (q_1, q_2 ) \big ]...
Fig. 3: Material property data extracted from abstracts for material systems that contain a polymer from the polymer classes of polyurethane, polyimide, polyamide, polyester, and polysiloxane in each corresponding column. These are the most commonly reported polymer classes and the properties reported ...
We hypothesized that the predictive capabilities of protein language models might enable a researcher to provide only a single, wild-type antibody sequence to the algorithm and receive a small, manageable set (~101) of high-likelihood variants to experimentally measure for desirable properties. This ...
The method combines the least-squares method with the principle of minimum cross-entropy. Its properties are discussed together with an algorithm for its realization and illustrated by means of a numerical example.关键词: CONGO RED RADIATION DOSIMETER PVA FILM DYED WITH CONGO RED DOI: 10.1016/0168...
A general class of coefficients of divergence is generated in this way and it is shown that various available measures of divergence, distance, discriminatory information, etc., are members of this class. 展开 关键词: Entropy Power Inequality Fisher information heat equation maximum entropy Renyi ...
A more elaborate example of maximum entropy modelling is provided for part of speech tagging. The following steps are taken to create a classifier and apply it to a test set:A new element class POS_Element is created that has a word window and a tag window around the word to be tagged....
datasets comprising multi-component alloy systems, reproduction of experimentally observed chemical order and stable phases, and the generality and high efficiency of our UNEP-v1 model in large-scale MD simulations of mechanical deformation and primary radiation damage in MoTaVW refractory high-entropy ...
Ultrasmall nanoparticles (NPs) have a wide range applications in catalysis, biomedicine, and energy conversion due to their size-dependent unique properties1,2,3. In catalysis, NPs are anchored on porous carbon or oxide supports to prevent agglomeration. Their performance is highly dependent on their...
of the form $\\dot x=f(t,x),$ where $f$ is possibly discontinuous w.r.t... A Bressan,S Wen - 《Nonlinear Analysis》 被引量: 74发表: 1998年 On the well-posedness of entropy solutions for conservation lawswith source terms (0,T)imes\\{0\\}$ reached by $L^1$ in order to ...