Amin Heyrani Nobari

According to our database, Amin Heyrani Nobari authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

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

LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis.

Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Kai Xu, Faez Ahmed

CoRR, 2024

BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs.

Lyle Regenwetter, Yazan Abu Obaideh, Amin Heyrani Nobari, Faez Ahmed

CoRR, 2024

NITO: Neural Implicit Fields for Resolution-free Topology Optimization.

Amin Heyrani Nobari, Giorgio Giannone, Lyle Regenwetter, Faez Ahmed

CoRR, 2024

2023

Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks.

Amin Heyrani Nobari, Justin Rey, Suhas Kodali, Matthew Jones, Faez Ahmed

CoRR, 2023

2022

LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design.

Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Faez Ahmed

CoRR, 2022

2021

Deep Generative Models in Engineering Design: A Review.

Lyle Regenwetter, Amin Heyrani Nobari, Faez Ahmed

CoRR, 2021

CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis.

Amin Heyrani Nobari, Muhammad Fathy Rashad, Faez Ahmed

CoRR, 2021

Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis.

Amin Heyrani Nobari, Wei Chen, Faez Ahmed

CoRR, 2021

PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design.

Amin Heyrani Nobari, Wei Chen, Faez Ahmed

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021