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

2.3k citations

Showing 2010 · math.PRShow all

8 papers · 2 filters

math.PR2010★ 3 cited

Stein's method and the multivariate CLT for traces of powers on the classical compact groups

Christian Döbler, Michael Stolz

Let be a random element of the unitary, special orthogonal, or unitary symplectic groups, distributed according to Haar measure. By a classical result of Diaconis and Shahsha…

math.PR2010★ 51 cited

On signature-based expressions of system reliability

Jean-Luc Marichal, Pierre Mathonet, Tamás Waldhauser

The concept of signature was introduced by Samaniego for systems whose components have i.i.d. lifetimes. This concept proved to be useful in the analysis of theoretical behaviors o…

math.PR2010★ 11 cited

Absolute continuity under flows generated by SDE with measurable drift coefficient

Dejun Luo

We consider the Itô SDE with non-degenerate diffusion coefficient and measurable drift coefficient. Under the condition that the gradient of the diffusion coefficient and the diver…

math.PR2010★ 39 cited

Wigner chaos and the fourth moment

Todd Kemp, Ivan Nourdin, Giovanni Peccati +1

We prove that a normalized sequence of multiple Wigner integrals (in a fixed order of free Wigner chaos) converges in law to the standard semicircular distribution if and only if t…

math.PR2010★ 4 cited

The differentiation of hypoelliptic diffusion semigroups

Marc Arnaudon, Anton Thalmaier

Basic derivative formulas are presented for hypoelliptic heat semigroups and harmonic functions extending earlier work in the elliptic case. Emphasis is placed on developing integr…

math.PR2010★ 39 cited

Extensions of system signatures to dependent lifetimes: Explicit expressions and interpretations

Jean-Luc Marichal, Pierre Mathonet

The concept of system signature was introduced by Samaniego for systems whose components have i.i.d. lifetimes. We consider its extension to the continuous dependent case and give…