1 citations · 2 across the 3 of their papers we have counts for
4 papers
Ordered Diffusion Kernels
Jack H. Soulsby, Andreas C. S. Jørgensen, Atiyo Ghosh +1
We introduce Ordered Diffusion Kernels (ODKs), a novel class of local kernels that can approximate the infinitesimal generator of an arbitrary Itô Stochastic Differential Equation…
Potential of quantum scientific machine learning applied to weather modelling
Ben Jaderberg, Antonio A. Gentile, Atiyo Ghosh +5
In this work we explore how quantum scientific machine learning can be used to tackle the challenge of weather modelling. Using parameterised quantum circuits as machine learning m…
Harmonic (Quantum) Neural Networks
Atiyo Ghosh, Antonio A. Gentile, Mario Dagrada +7
Harmonic functions are abundant in nature, appearing in limiting cases of Maxwell's, Navier-Stokes equations, the heat and the wave equation. Consequently, there are many applicati…
Quantum Model-Discovery
Niklas Heim, Atiyo Ghosh, Oleksandr Kyriienko +1
Quantum computing promises to speed up some of the most challenging problems in science and engineering. Quantum algorithms have been proposed showing theoretical advantages in app…