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Flows driven by multi-indices Rough Paths

Carlo Bellingeri, Yvain Bruned, Yingtong Hou

TL;DR

This work develops a full solution theory for scalar RDEs driven by multi_indices rough paths by embedding the problem in a flow framework built from a log_ODE almost flow. It constructs a rich multi_index Hopf algebraic structure, defines elementary differentials that propagate through the algebra via a morphism property, and leverages the sewing lemma to obtain well-posedness results (local and global under suitable hypotheses). A central theme is the translation of rough paths, expressed through $T_\ell$, which preserves the rough-path product and induces corresponding translations of the vector field, enabling Itô_Stratonovich conversions and renormalization procedures within this unified algebraic setting. The approach yields explicit connections between Davie-type path solutions and flow solutions, and provides a rigorous mechanism to study how translations impact RDEs driven by multi_indices rough paths with applications to stochastic calculus and renormalized models. The framework thus bridges combinatorial Hopf-algebra methods, rough path analysis, and translation-based renormalization for a broad class of nonlinear differential equations.

Abstract

In this work, we introduce a solution theory for scalar-valued rough differential equations driven by multi-indices rough paths. To achieve this task, we will show how the flow approach using the log-ODE method introduced by Bailleul fits perfectly in this setting. In addition, we also describe the action of the translation of multi-indices rough paths at the level of rough differential equations.

Flows driven by multi-indices Rough Paths

TL;DR

This work develops a full solution theory for scalar RDEs driven by multi_indices rough paths by embedding the problem in a flow framework built from a log_ODE almost flow. It constructs a rich multi_index Hopf algebraic structure, defines elementary differentials that propagate through the algebra via a morphism property, and leverages the sewing lemma to obtain well-posedness results (local and global under suitable hypotheses). A central theme is the translation of rough paths, expressed through , which preserves the rough-path product and induces corresponding translations of the vector field, enabling Itô_Stratonovich conversions and renormalization procedures within this unified algebraic setting. The approach yields explicit connections between Davie-type path solutions and flow solutions, and provides a rigorous mechanism to study how translations impact RDEs driven by multi_indices rough paths with applications to stochastic calculus and renormalized models. The framework thus bridges combinatorial Hopf-algebra methods, rough path analysis, and translation-based renormalization for a broad class of nonlinear differential equations.

Abstract

In this work, we introduce a solution theory for scalar-valued rough differential equations driven by multi-indices rough paths. To achieve this task, we will show how the flow approach using the log-ODE method introduced by Bailleul fits perfectly in this setting. In addition, we also describe the action of the translation of multi-indices rough paths at the level of rough differential equations.

Paper Structure

This paper contains 12 sections, 10 theorems, 106 equations.

Key Result

Theorem 1.1

Given $y_0\in \mathbb{R}$ and $\mathbf{X}$ a multi-index rough path of regularity $\gamma\in(0,1)$, for any $f\in \mathcal{C}^{\alpha_1}(\mathbb{R}, \mathbb{R}^d )$ and $f_0 \in \mathcal{C}^{\alpha_2}$ with $\alpha_1>$$N_{\gamma}$ (or $N N_{\gamma}$ when one considers the translated RDEs introduced

Theorems & Definitions (26)

  • Theorem 1.1
  • Remark 1.2
  • Definition 2.1: $\star$ product
  • Definition 2.2
  • Remark 2.3
  • Proposition 2.4
  • Definition 2.5: elementary differentials
  • Definition 2.6: elementary vector fields
  • Proposition 2.7
  • Proposition 2.8
  • ...and 16 more