Publications

1. 2025Journal article

   Quantifying Interdisciplinarity in Scientific Articles Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary Innovation

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   Machine Learning and Knowledge Extraction

   DOI 10.3390/make7010007HAL hal-04920163PDF ↗Copy citationBibTeX

2. 2025Journal article

   Large-scale transformer-based topic graphs identify thematic links between engineering and biology

   Nicolas Douard, Denis Cavallucci, Ahmed Samet, George Giakos

   Scientific Reports

   DOI 10.1038/s41598-025-15067-9HAL hal-05280378PDF ↗Copy citationBibTeX

3. 2024Conference paper

   A Novel Interdisciplinarity Model Towards Inter-domain Information Pairing

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   24th International TRIZ Future Conference (TFC)

   HAL hal-04922408PDF ↗Copy citationBibTeX

4. 2022Conference paper

   Bridging Two Different Domains to Pair Their Inherent Problem-Solution Text Contents: Applications to Quantum Sensing and Biology

   Nicolas Douard, Ahmed Samet, George Giakos, Denis Cavallucci

   22th International TRIZ Future Conference (TFC)

   DOI 10.1007/978-3-031-17288-5_6HAL hal-04054702PDF ↗Copy citationBibTeX

Source: HAL open archive (api.archives-ouvertes.fr). Titles are shown in their original language.