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Lyle Regenwetter

14 papers hereh-index 9552 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author4

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CE2
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedTowards Goal, Feasibility, and Diversity-Oriented Deep Generative Models in Design

6 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing cs.CEShow all

2 papers · 1 filter

cs.CE2025

BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints

Lyle Regenwetter, Yazan Abu Obaideh, Fabien Chiotti +2

We introduce BikeBench, an engineering design benchmark for evaluating generative models on problems with multiple real-world objectives and constraints. As generative AI's reach c…

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.