From concept to manufacturing: evaluating vision-language models for engineering design.

Cyril Picard

Cyril Picard Kristen M. Edwards Anna C. Doris Brandon Man Giorgio Giannone Md Ferdous Alam Faez Ahmed From concept to manufacturing: evaluating vision-language models for engineering design. 288 2025 September 58 Artif. Intell. Rev. 9 https://doi.org/10.1007/s10462-025-11290-y db/journals/air/air58.html#PicardEDMGAA25 streams/journals/air

Rosen Ting-Ying Yu Cyril Picard Faez Ahmed GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models. 2025 May abs/2505.20685 CoRR https://doi.org/10.48550/arXiv.2505.20685 db/journals/corr/corr2505.html#abs-2505-20685 streams/journals/corr

Amin Heyrani Nobari Lyle Regenwetter Cyril Picard Ligong Han Faez Ahmed Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization. 2025 October abs/2510.23667 CoRR https://doi.org/10.48550/arXiv.2510.23667 db/journals/corr/corr2510.html#abs-2510-23667 streams/journals/corr

Cyril Picard Faez Ahmed Fast and Accurate Zero-Training Classification for Tabular Engineering Data. 2024 abs/2401.06948 CoRR https://doi.org/10.48550/arXiv.2401.06948 db/journals/corr/corr2401.html#abs-2401-06948

Rosen Yu Cyril Picard Faez Ahmed Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems. 2024 abs/2404.04495 CoRR https://doi.org/10.48550/arXiv.2404.04495 db/journals/corr/corr2404.html#abs-2404-04495

Cyril Picard Lyle Regenwetter Amin Heyrani Nobari Akash Srivastava Faez Ahmed Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering. 2024 abs/2412.13281 CoRR https://doi.org/10.48550/arXiv.2412.13281 db/journals/corr/corr2412.html#abs-2412-13281 streams/journals/corr

Cyril Picard Jürg Schiffmann Faez Ahmed DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications. 2023 abs/2305.09018 CoRR https://doi.org/10.48550/arXiv.2305.09018 db/journals/corr/corr2305.html#abs-2305-09018

Cyril Picard Kristen M. Edwards Anna C. Doris Brandon Man Giorgio Giannone Md Ferdous Alam Faez Ahmed From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design. 2023 abs/2311.12668 CoRR https://doi.org/10.48550/arXiv.2311.12668 db/journals/corr/corr2311.html#abs-2311-12668

Cyril Picard Jürg Schiffmann Realistic Constrained Multiobjective Optimization Benchmark Problems From Design. 234-246 2021 25 IEEE Trans. Evol. Comput. 2 https://doi.org/10.1109/TEVC.2020.3020046 db/journals/tec/tec25.html#PicardS21

Cyril Picard Jürg Schiffmann Impacts of constraints and constraint handling strategies for multi-objective mechanical design problems. 1341-1347 2018 GECCO https://doi.org/10.1145/3205455.3205526 conf/gecco/2018 db/conf/gecco/gecco2018.html#PicardS18

Edith Birrer Cyril Picard Patrick Huber Daniel Bolliger Alexander Klapproth Demand response optimized heat pump control for service sector buildings. 25-34 2017 32 Comput. Sci. Res. Dev. 1-2 https://doi.org/10.1007/s00450-016-0320-9 db/journals/ife/ife32.html#BirrerPHBK17

Faez Ahmed Md Ferdous Alam Edith Birrer Daniel Bolliger Anna C. Doris Kristen M. Edwards Giorgio Giannone Ligong Han Patrick Huber Alexander Klapproth Brandon Man Amin Heyrani Nobari Lyle Regenwetter Jürg Schiffmann Akash Srivastava Rosen Yu Rosen Ting-Ying Yu