Comparison is made with the limiting conditions in which the size of the box tends to infinity and the electric field tends towards zero. The results of the investigation suggest a possible criterion for localisation. The value obtained for the ground state energy is used to extend a model of...
Colloidal particles suspended in liquid crystals can exhibit various effective anisotropic interactions that can be tuned and utilized in self-assembly processes. We simulate a two-dimensional system of hard disks suspended in a solution of dense hard needles as a model system for colloids suspended i...
Ghost Bottleneck module is an important part of a successful model because it allows sufficient or redundant information in the feature layer to always guarantee understanding of the input data. By choosing YOLOv5s as the modification object, the depth and width of the model can be compressed. ...
Since 2014 ppafm developed into the toolbox of various methodologies adjusted for a particular use case. CPU version:- Original implementation using Python & C/C++. It can simulate a typical AFM experiment (3D stack of AFM images) in a matter of a few minutes. It is the base version for...
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The tracking functions have also been converted to function in terms of displacement, rather than end position. This helps remove floating point error issues, particularly towards the end of a tracking step. Wall bounded streamlines have been removed. The implementation proved incompatible with the ...
In this paper, we investigate where to deploy throwboxes in the throwbox-assisted MDTNs. The mathematical model with the maximum coverage is built at the fixed number of nodes, and uses the particle swarm optimization (PSO) to solve the model to get the optimal coverage solution. The ...
A mechanistic modeling system for estimating large-scale emissions and transport of pollen and co-allergens pollen with those predicted by the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model, which is used extensively in aerobiological studies... C Efstathiou,S Isukapalli,P ...
Multiple training classes. Predicted locations, sizes and classes for a test image for a model trained with five different particle classes. Full size image The number of classes to be localized and classified in an image can be easily extended to more than two classes. In principle, the netwo...
Enabling concurrent, high throughput analysis of single nanoparticles would greatly increase the capacity to study size, composition and inter and intra particle population variance with applications in a wide range of fields from polymer science to drug