We propose Graph Neural ODE++, an improved paradigm for Graph Neural Ordinary Differential Equations (GDEs). Inspired by recent literature in score-based generative models, we explore two different ...

Find out how today's engineers succeed by growing their technical abilities, improving how they communicate, and staying open ...

This is the repository of our accepted AAAI 2022 paper "Graph Neural Controlled Differential Equations for Traffic Forecasting". Paper is available on arxiv.

The answer is yes. our favorites are the ones that come to us. and say, Oh my God, you're my favorite. and then they start sharing stuff with you. Yes, those are my favorites okay?

By exploring positive geometry, mathematicians are revealing hidden shapes that may unify particle physics and cosmology, offering new ways to understand both collisions in accelerators and the ...

The authors draw on algebraic geometry, which defines shapes and spaces through solutions to systems of polynomial equations, algebraic analysis, which studies differential equations through ...

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This important work sets out to identify the neural substrates of associative fear responses in adult zebrafish. Through a compelling and innovative paradigm and analysis, the authors suggest brain ...

The vehicle trajectories. a The Awesome GINS Dataset which was collected in an open-sky industrial area in Wuhan. b The second dataset which was c ...

Theoretical analysis is carried out, and closed-form equations are derived based on circuit theory and transmission line theory. For demonstration, three filtering Gysel power dividers are implemented ...

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