Evidence map›Paper›PMID 41900001›Full record

ArticleEntropy (Basel, Switzerland)2026

Exact Response Theory for Delay Equations.

Federico Gollinucci, Enrico Ortu, Lamberto Rondoni

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Federico GollinucciDepartment of Mathematical Sciences "Giuseppe Luigi Lagrange", Politecnico di Torino, 10129 Torino, Italy.ORCID 0009-0003-5664-2248
Enrico OrtuDepartment of Mathematical Sciences "Giuseppe Luigi Lagrange", Politecnico di Torino, 10129 Torino, Italy.ORCID 0009-0002-9298-5603
Lamberto RondoniDepartment of Mathematical Sciences "Giuseppe Luigi Lagrange", Politecnico di Torino, 10129 Torino, Italy.ORCID 0000-0002-4223-6279

Funding

Ministero dell'università e della ricerca ECS00000036
6 · The paper itself

Abstract

The exact response theory, also known as Transient Time Correlation Function formalism, is a powerful method concerning how observables respond to a given perturbation of the dynamics of the systems of interest, and it extends linear response theory to generic (autonomous) dynamical systems. Its main ingredient is the so-called dissipation function. In this paper, we adapt this theory for time-lagged systems, and we illustrate its applicability considering simple examples of delay equations, with different memory terms. Adopting the technique already used for time deterministic as well as stochastic time-dependent perturbations, the dynamics is described in a higher dimensional phase space, in which the delay-dependent dynamics is mapped into an augmented phase space: the new dynamics is proven to be autonomous and suitable for the exact responses to be computed. In addition, we explore the comparison between linear and exact approaches for a specific kernel choice.

Indexed as

dissipation functionTransient Time Correlation Functionuncertainty quantification

Identifiers

PMID41900001
PMCPMC13025812

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.