2025 · Preprint (arXiv)
DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval
Iliass Ayaou, Denis Cavallucci, Hicham Chibane
arXiv preprint
Research domains
- Inventive design (TRIZ)
- Machining & manufacturing processes
- Additive manufacturing (metals, polymers, lattice structures)
- Multi-objective optimisation
- AI-assisted problem formulation
Hicham Chibane works at the interface of manufacturing engineering and inventive design. His publications cover machining and additive manufacturing (cutting conditions, Inconel 718 produced by laser melting, 3D-printed polymers and lattice structures) and the move "beyond optimisation" towards TRIZ contradictions, with recent work using AI to formulate problems and retrieve knowledge for inventive design.
Publications
2024 · Journal article
Prioritizing the initial problem choice in the inventive design process
Masih Hanifi, Hicham Chibane, Rémy Houssin, Denis Cavallucci, Mohamed Abdellatif
International Journal on Interactive Design and Manufacturing
2024 · Conference paper
Leveraging Information Retrieval Pipelines for Inventive Design: Application in Efficient Lattice Structures Manufacturing
Iliass Ayaou, Hicham Chibane, Simon Koch, Denis Cavallucci
24th IFIP WG 5.4 International TRIZ Future Conference, TFC 2024
2022 · Journal article
Problem formulation in inventive design using Doc2vec and Cosine Similarity as Artificial Intelligence methods and Scientific Papers
Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci
Engineering Applications of Artificial Intelligence
2022 · Journal article
Artificial Intelligence methods for improving the inventive design process, application in lattice structure case study
Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci, Naser Ghannad
AI EDAM
2022 · Other
Prioritizing the initial problem choice in the inventive design process: Proposal of an FMEA-AHP-based method
Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci, Mohamed Abdellatif
2022 · Conference paper
Inventive Principles Extraction in Inventive Design Using Artificial Intelligence Methods
Masih Hanifi, Hicham Chibane, Remy Houssin, Denis Cavallucci
22th International TRIZ Future Conference (TFC)
2021 · Conference paper
An Approach to Rank Inventive Solutions
Xin Ni, Ahmed Samet, Hicham Chibane, Denis Cavallucci
DEXA2021