output
19932026
most citedSchNet - a deep learning architecture for molecules and materials

2.3k citations

Showing 2009Show all

37 papers · 1 filter

math.RA2009★ 7 cited

Self-commuting lattice polynomial functions

Miguel Couceiro, Erkko Lehtonen

We provide sufficient conditions for a lattice polynomial function to be self-commuting. We explicitly describe self-commuting polynomial functions over chains.

math.OC2009★ 3 cited

Measuring the interactions among variables of functions over the unit hypercube

Jean-Luc Marichal, Pierre Mathonet

By considering a least squares approximation of a given square integrable function by a multilinear polynomial of a specified degree, we define an index which…

math.PR2009★ 19 cited

Ergodicity and Gaussianity for Spherical Random Fields

Domenico Marinucci, Giovanni Peccati

We investigate the relationship between ergodicity and asymptotic Gaussianity of isotropic spherical random fields, in the high-resolution (or high-frequency) limit. In particular,…

math.QA2009★ 11 cited

Wheeled props in algebra, geometry and quantization

S. A. Merkulov

These are expanded notes of author's talk at the ECM 2008 attempting to give an elementary introduction into the main ideas of the theory of wheeled props for beginners, and also a…

math.RA2009

Invariant functionals on completely distributive lattices

Marta Cardin, Miguel Couceiro

In this paper we are interested in functionals defined on completely distributive lattices and which are invariant under mappings preserving {arbitrary} joins and meets. We prove t…

math.CO2009★ 9 cited

On the homomorphism order of labeled posets

Leonard Kwuida, Erkko Lehtonen

Partially ordered sets labeled with k labels (k-posets) and their homomorphisms are examined. We give a representation of directed graphs by k-posets; this provides a new proof of…