The aromatic bicomplex for the description of divergence-free aromatic forms and volume-preserving integrators

01/26/2023
by   Adrien Laurent, et al.
0

Aromatic B-series were introduced as an extension of standard Butcher-series for the study of volume-preserving integrators. It was proven with their help that the only volume-preserving B-series method is the exact flow of the differential equation. The question was raised whether there exists a volume-preserving integrator that can be expanded as an aromatic B-series. In this work, we introduce a new algebraic tool, called the aromatic bicomplex, similar to the variational bicomplex in variational calculus. We prove the exactness of this bicomplex and use it to describe explicitly the key object in the study of volume-preserving integrators: the aromatic forms of vanishing divergence. The analysis provides us with a handful of new tools to study aromatic B-series, gives insights on the process of integration by parts of trees, and allows to describe explicitly the aromatic B-series of a volume-preserving integrator. In particular, we conclude that an aromatic Runge-Kutta method cannot preserve volume.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/16/2023

The Lie derivative and Noether's theorem on the aromatic bicomplex

The aromatic bicomplex is an algebraic tool based on aromatic Butcher-tr...
research
01/03/2018

Rooted Divergence-Preserving Branching Bisimilarity is a Congruence

We prove that rooted divergence-preserving branching bisimilarity is a c...
research
11/21/2019

Volume-preserving Neural Networks: A Solution to the Vanishing Gradient Problem

We propose a novel approach to addressing the vanishing (or exploding) g...
research
04/29/2022

VPNets: Volume-preserving neural networks for learning source-free dynamics

We propose volume-preserving networks (VPNets) for learning unknown sour...
research
06/07/2017

Improving Variational Auto-Encoders using convex combination linear Inverse Autoregressive Flow

In this paper, we propose a new volume-preserving flow and show that it ...
research
08/31/2020

Divergence-Preserving Branching Bisimilarity

This note considers the notion of divergence-preserving branching bisimi...
research
09/18/2017

Variational Methods for Normal Integration

The need for an efficient method of integration of a dense normal field ...

Please sign up or login with your details

Forgot password? Click here to reset