We give a formalisation of a generalised notion of Property Graphs, called multi-attributed relational structures (MARS), and introduce a matching knowledge representation formalism, multi-attributed predicate logic (MAPL). We analyse the expressive power of MAPL and suggest a simpler, rule-based ...
Examples of the physicochemical properties of CB are shown inTable 2. The special characteristics of CB are attributed to the very small particle size of individualcarbon particleswhose diameter ranges from 15 to 50nm. Table 2.Carbon Blacks, Products and Properties ...
CMPNN: Communicative Representation Learning on Attributed Molecular Graphs by Song et al. (2020) EGNN: E(n) Equivariant Graph Neural Networks by Satorras et al. (2021) MAT: Molecule Attention Transformer by Maziarka et al. (2020) MXMNet: Molecular Mechanics-Driven Graph Neural Network with ...
Finding a substantial burden does not end the inquiry since the government act might yet be upheld if there is an underlying compelling governmental interest. Whether density limits, ostensibly supported by the usual host of evils attributed to multi-unit dwellings,1meets the test is difficult to ...
if true, use memory mapped files for reading graphs in PGB format if possible; false always use s stream based implementation java.lang.Boolean useMemoryMapperForStoringPgb() if true, use memory mapped files for storing in PGB format if possible; if false always use a stream based implementa...
Graph transformers34 could also be leveraged to learn from rich attributed graphs constructed from 3D structures in self-supervised settings. However, researchers still need to tackle the challenge of relatively fewer available protein structures (~ 180 K) compared to sequences (> 300B). LM-...
if true it allows to load Heterogeneous graphs. java.lang.Boolean isEnableMemoryLimitsChecks() if true, PGX will enforce the configured memory limits java.lang.Boolean isEnableSecureHandshake() if true PGX will use TLS-PSK to establish RPC channels between remote backend processes in the cl...
Oxonitridoaluminosilicates (SiAlON) are renowned in advanced ceramics for their exceptional properties: high temperature stability, excellent oxidation res
The ever-increasing number of materials science articles makes it hard to infer chemistry-structure-property relations from literature. We used natural language processing methods to automatically extract material property data from the abstracts of poly
With the help of the LabVIEW program, the multimeter can automatically record a graph between resistance and time, and by varying the time of the stretching in the cyclic tester different graphs can be obtained. Both these devices are connected together through software and the whole setup is ...