Cyril Picard

According to our database, Cyril Picard authored at least 11 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Engineering Regression Without Real-Data Training: Domain Adaptation for Tabular Foundation Models Using Multi-Dataset Embeddings.

Lyle Regenwetter, Rosen Yu, Cyril Picard, Faez Ahmed

CoRR, March, 2026

2025

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

Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed

Artif. Intell. Rev., September, 2025

GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models.

Rosen Ting-Ying Yu, Cyril Picard, Faez Ahmed

CoRR, May, 2025

Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization.

Amin Heyrani Nobari, Lyle Regenwetter, Cyril Picard, Ligong Han, Faez Ahmed

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering.

Cyril Picard, Lyle Regenwetter, Amin Heyrani Nobari, Akash Srivastava, Faez Ahmed

CoRR, 2024

Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems.

Rosen Yu, Cyril Picard, Faez Ahmed

CoRR, 2024

Fast and Accurate Zero-Training Classification for Tabular Engineering Data.

Cyril Picard, Faez Ahmed

CoRR, 2024

2023

DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications.

Cyril Picard, Jürg Schiffmann, Faez Ahmed

CoRR, 2023

2021

Realistic Constrained Multiobjective Optimization Benchmark Problems From Design.

Cyril Picard, Jürg Schiffmann

IEEE Trans. Evol. Comput., 2021

2018

Impacts of constraints and constraint handling strategies for multi-objective mechanical design problems.

Cyril Picard, Jürg Schiffmann

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Demand response optimized heat pump control for service sector buildings.

Edith Birrer, Cyril Picard, Patrick Huber, Daniel Bolliger, Alexander Klapproth

Comput. Sci. Res. Dev., 2017