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Amin Heyrani Nobari
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2020 – today
- 2024
- [i9]Amin Heyrani Nobari, Giorgio Giannone, Lyle Regenwetter, Faez Ahmed:
NITO: Neural Implicit Fields for Resolution-free Topology Optimization. CoRR abs/2402.05073 (2024) - [i8]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 abs/2402.05301 (2024) - [i7]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 abs/2405.20592 (2024) - 2023
- [i6]Amin Heyrani Nobari, Justin Rey, Suhas Kodali, Matthew Jones, Faez Ahmed:
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks. CoRR abs/2308.07358 (2023) - 2022
- [i5]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 abs/2208.14567 (2022) - 2021
- [c1]Amin Heyrani Nobari, Wei Chen, Faez Ahmed:
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design. KDD 2021: 606-616 - [i4]Amin Heyrani Nobari, Wei Chen, Faez Ahmed:
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis. CoRR abs/2103.06230 (2021) - [i3]Amin Heyrani Nobari, Muhammad Fathy Rashad, Faez Ahmed:
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis. CoRR abs/2103.06242 (2021) - [i2]Amin Heyrani Nobari, Wei Chen, Faez Ahmed:
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design. CoRR abs/2106.03620 (2021) - [i1]Lyle Regenwetter, Amin Heyrani Nobari, Faez Ahmed:
Deep Generative Models in Engineering Design: A Review. CoRR abs/2110.10863 (2021)
Coauthor Index
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