3 citations · 7 across the 6 of their papers we have counts for
6 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…
Asymmetrical inheritance of plasmids depends on dynamic cellular geometry and volume exclusion effects
Jai Denton, Atiyo Ghosh, Tatiana T. Marquez-Lago
The asymmetrical inheritance of plasmid DNA, as well as other cellular components, has been shown to be involved in replicative aging. In Saccharomyces cerevisiae, there is an ongo…
Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries
Atiyo Ghosh, Tatiana T. Marquez-Lago
Chemical reactions inside cells are generally considered to happen within fixed-size compartments. Needless to say, cells and their compartments are highly dynamic. Thus, such stri…