Regenwetter, Lyle

4 publications

NeurIPS 2025 BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints Lyle Regenwetter, Yazan Abu Obaideh, Fabien M. C. Chiotti, Ioanna Lykourentzou, Faez Ahmed

TMLR 2025 NITO: Neural Implicit Fields for Resolution-Free and Domain-Adaptable Topology Optimization Amin Heyrani Nobari, Lyle Regenwetter, Giorgio Giannone, Faez Ahmed

NeurIPS 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

TMLR 2024 Constraining Generative Models for Engineering Design with Negative Data Lyle Regenwetter, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, Faez Ahmed