Amin Heyrani Nobari

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Creative Design

Generative Model

Maximum Entropy Principle

Top Venues

Publications

Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Kai Xu, Faez Ahmed
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis. CoRR (2024)
Lyle Regenwetter, Yazan Abu Obaideh, Amin Heyrani Nobari, Faez Ahmed
BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs. CoRR (2024)
Amin Heyrani Nobari, Giorgio Giannone, Lyle Regenwetter, Faez Ahmed
NITO: Neural Implicit Fields for Resolution-free Topology Optimization. CoRR (2024)
Amin Heyrani Nobari, Justin Rey, Suhas Kodali, Matthew Jones, Faez Ahmed
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks. CoRR (2023)
Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Faez Ahmed
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design. CoRR (2022)
Lyle Regenwetter, Amin Heyrani Nobari, Faez Ahmed
Deep Generative Models in Engineering Design: A Review. CoRR (2021)
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design. KDD (2021)
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis. CoRR (2021)
Amin Heyrani Nobari, Muhammad Fathy Rashad, Faez Ahmed
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis. CoRR (2021)
Amin Heyrani Nobari, Wei Chen, Faez Ahmed
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design. CoRR (2021)