Transfer learning in bayesian optimization for aircraft design

Hierarchical Bayesian optimization of an aircraft-based multi-agent system-of-systems
Paul Saves, Thierry Lefebvre, Nathalie Bartoli +4
arXiv1 Sep 2026PreprintCC BY 4.0Full textOptimisation & controlarXiv
Portfolio-Based Constrained Multi-Objective Bayesian Optimization for Materials Design
Sushant Sinha, Christofer Hardcastle, Robert Robinson +4
arXiv17 Sep 2026PreprintarXiv licenceFull textStatistics Condensed matterarXiv
PK/PD-integrated Bayesian platform design for phase II dose regimen optimization
Axel Vuorinen, Antoine Guillon, Emmanuelle Comets +1
arXiv25 Sep 2026PreprintCC BY 4.0Full textStatisticsarXiv
Learning What to Evaluate: Correlation-Aware Decoupling for Multiobjective Bayesian Optimization
Ashwin Renganathan, Peter Bachman
arXiv26 Sep 2026PreprintCC BY 4.0Full textStatisticsarXiv
Mixed-integer optimization for multi-year military aircraft fleet management
Matteo Vescovi, Raffaele Giuseppe Cestari, Roberto Valdambrini +3
arXiv10 Sep 2026PreprintarXiv licenceFull textOptimisation & controlarXiv

Cite

BibTeX

@article{tfaily2026transfer,
  title = {{Transfer learning in bayesian optimization for aircraft design}},
  author = {Ali Tfaily and Youssef Diouane and Nathalie Bartoli and Michael Kokkolaras},
  journal = {Structural and Multidisciplinary Optimization},
  year = {2026},
  month = sep,
  doi = {10.1007/s00158-026-04424-5},
  eprint = {2603.28999},
  archivePrefix = {arXiv},
  url = {https://hal.science/hal-05773862v1},
  note = {CC BY-NC-SA},
}

RIS

TY  - JOUR
TI  - Transfer learning in bayesian optimization for aircraft design
AU  - Ali Tfaily
AU  - Youssef Diouane
AU  - Nathalie Bartoli
AU  - Michael Kokkolaras
PY  - 2026
DA  - 2026/09/30
JO  - Structural and Multidisciplinary Optimization
DO  - 10.1007/s00158-026-04424-5
UR  - https://hal.science/hal-05773862v1
SN  - 1615-147X
ER  -

Related

Cite