Matthew J. Hirn

activity

20122024

most citedSolid Harmonic Wavelet Scattering for Predictions of Molecule Properties

87 citations · 450 across the 34 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

math.CA2016★ 17 cited

Time Coupled Diffusion Maps

Nicholas F. Marshall, Matthew J. Hirn

We consider a collection of $n$ points in $R^{d}$ measured at $m$ times, which are encoded in an $n \times d \times m$ data tensor. Our objective is to define a single embed…

math.CA2016★ 84 cited

Wavelet Scattering Regression of Quantum Chemical Energies

Matthew Hirn, Stéphane Mallat, Nicolas Poilvert

We introduce multiscale invariant dictionaries to estimate quantum chemical energies of organic molecules, from training databases. Molecular energies are invariant to isometric at…