Amin Heyrani Nobari

According to our database, Amin Heyrani Nobari authored at least 13 papers between 2021 and 2025.

Collaborative distances:

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

2025

CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation.

Anna C. Doris, Md Ferdous Alam, Amin Heyrani Nobari, Faez Ahmed

CoRR, May, 2025

Activation-Informed Merging of Large Language Models.

Amin Heyrani Nobari, Kaveh Alimohammadi, Ali ArjomandBigdeli, Akash Srivastava, Faez Ahmed, Navid Azizan

CoRR, February, 2025

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

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

Trans. Mach. Learn. Res., 2025

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

Trans. Mach. Learn. Res., 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

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