AIARD

Impact

Impact

What the Chair has produced, measured with a date, a definition and a source for every figure.

Indicators

Publications since 2020
69
As of 11 October 2026Definition : Unique publications of Denis Cavallucci, Chair holder, listed on the Google Scholar profile, from 2020 on (duplicates removed).Source : Google Scholar profile
Publications deposited in HAL
149
As of 10 October 2026Definition : All HAL records authored or co-authored by the Chair holder, all types and years.Source : HAL open archive, query authFullName_s:"Denis Cavallucci"
Citations
3,035
As of 11 October 2026Definition : Citations of all publications of Denis Cavallucci counted by Google Scholar (all years).Source : Google Scholar profile
Journal articles
45
As of 10 October 2026Definition : HAL records of type "journal article" (ART) in the same set.Source : HAL open archive, query authFullName_s:"Denis Cavallucci"
h-index
30
As of 11 October 2026Definition : h publications cited at least h times each (Google Scholar).Source : Google Scholar profile
Patents
8
As of 10 October 2026Definition : HAL records of type "patent" in the same set.Source : HAL open archive, query authFullName_s:"Denis Cavallucci"
Open-access full texts
58
As of 10 October 2026Definition : Records of the same set whose full text is freely downloadable from HAL.Source : HAL open archive, query authFullName_s:"Denis Cavallucci"
Open models on Hugging Face
12
As of 10 October 2026Definition : Public models of the patembed family (PatenTEB) published by the team.Source : Hugging Face API, account datalyes
Model downloads in 30 days
2,181
As of 10 October 2026Definition : Sum of the downloads of these models over the last 30 days, as counted by Hugging Face.Source : Hugging Face API, account datalyes
Open datasets and benchmarks
16
As of 10 October 2026Definition : Public datasets published by the team, including the DAPFAM benchmark and the PatenTEB tasks.Source : Hugging Face API, account datalyes

Since 2020, a growing body of science in the service of AI-assisted invention

Unique references, cumulative

6720202025

Work in AI, cumulative

all references

675120202025

Citations received, cumulative

1,36320202025
Cumulative totals 2020–2025; the current year is still in progress. References: publications on the Google Scholar profile of Denis Cavallucci, Chair holder, and co-authors, de-duplicated (75 records, 69 unique references). Work in AI: references in AI, NLP, machine learning or language models, or AI for interdisciplinarity, classed from their titles. Citations: citations received each year according to Google Scholar, as of 11 October 2026.

Publications per year

HAL records of the team. In blue, work involving AI or data methods (keyword rule, editable in the CMS).

2007: 4 (0 IA/AI)20072008: 4 (0 IA/AI)2009: 1 (0 IA/AI)2010: 2 (0 IA/AI)2011: 5 (1 IA/AI)20112012: 3 (1 IA/AI)2013: 6 (2 IA/AI)2014: 16 (4 IA/AI)2015: 4 (1 IA/AI)20152016: 5 (0 IA/AI)2017: 12 (3 IA/AI)2018: 13 (6 IA/AI)2019: 5 (3 IA/AI)20192020: 12 (4 IA/AI)2021: 17 (5 IA/AI)2022: 16 (10 IA/AI)2023: 4 (3 IA/AI)20232024: 8 (5 IA/AI)2025: 8 (5 IA/AI)2025
Fig. 01 [Data visualisation] Source : HAL (api.archives-ouvertes.fr)

What the Chair produces

  • Doctoral research

    Theses that open new research objects and end up in working demonstrators.

  • Demonstrators

    Software instruments used by partners through the IDEAS platform.

  • Student challenges

    Inventive-design challenges set by partners for INSA and ECIU students.

  • Training

    A 14-hour programme in TRIZ and inventive design for partner employees.