Abstract: Over the years, many frameworks and optimization techniques have been proposed to accelerate graph neural networks (GNNs). In contrast to the optimizations explored in these systems, we ...
Abstract: Deep graph networks (DGNs) are a family of machine learning models for structured data which are finding heavy application in life sciences (drug repurposing, molecular property predictions) ...
Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Accurately modeling chemical reactions in molecular dynamics simulations requires ...
A simple fake volumetric light shader effect. It was created for Serious Point Games as part of my studies in shader development. It was created for Unity 6 URP (6000.0.58f1) but it can work in other ...
The single-step retrosynthesis (SSR) (1) is an essential operation in organic chemistry involving the reversed synthesis of a target product or intermediate in a single step. To achieve automatic ...
Daniel is a 27-year-old writer from Scotland. He graduated from university with an honours degree in 3D Animation, before pivoting to pursue his love for critical writing. He also writes for ...
Urban transportation destination prediction is a crucial issue in the area of intelligent transportation, such as urban traffic planning and traffic congestion control. The spatial structure of the ...
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