18 citations · 20 across the 8 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.CE2024★ 1 cited
Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering
Lyle Regenwetter, Cyril Picard, Amin Heyrani Nobari +2
The field of engineering is shaped by the tools and methods used to solve problems. Optimization is one such class of powerful, robust, and effective engineering tools proven over…
cs.CE2024
Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems
Rosen, Yu, Cyril Picard +1
Bayesian Optimization (BO) is a foundational strategy in the field of engineering design optimization for efficiently handling black-box functions with many constraints and expensi…
cs.CE2024★ 1 cited
Fast and Accurate Zero-Training Classification for Tabular Engineering Data
Cyril Picard, Faez Ahmed
In engineering design, navigating complex decision-making landscapes demands a thorough exploration of the design, performance, and constraint spaces, often impeded by resource-int…