| Deep generative models in engineering design: A review L Regenwetter, AH Nobari, F Ahmed Journal of Mechanical Design 144 (7), 071704, 2022 | 273 | 2022 |
| PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design A Heyrani Nobari, W Chen, F Ahmed Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 68 | 2021 |
| CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis A Heyrani Nobari, MF Rashad, F Ahmed International Design Engineering Technical Conferences and Computers and …, 2021 | 55 | 2021 |
| Range-constrained generative adversarial network: Design synthesis under constraints using conditional generative adversarial networks AH Nobari, W Chen, F Ahmed Journal of Mechanical Design 144 (2), 021708, 2022 | 46* | 2022 |
| Modeling and numerical investigation on multi-objective design improvement of a novel cross-flow lift-based turbine for in-pipe hydro energy harvesting applications AT Langroudi, FZ Afifi, AH Nobari, AF Najafi Energy conversion and management 203, 112233, 2020 | 38 | 2020 |
| LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design AH Nobari, A Srivastava, D Gutfreund, F Ahmed arXiv preprint arXiv:2208.14567, 2022 | 26* | 2022 |
| NITO: Neural Implicit Fields for Resolution-free Topology Optimization AH Nobari, G Giannone, L Regenwetter, F Ahmed arXiv preprint arXiv:2402.05073, 2024 | 5* | 2024 |
| MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations A Heyrani Nobari, J Rey, S Kodali, M Jones, F Ahmed Journal of Mechanical Design 146 (5), 051712, 2024 | 4* | 2024 |
| Application of deep learning convolutional neural network for spray characterization AH Nobari, F Khorasani-Gerdehkouhi, N Gulam, N Ashgriz Proceedings of the 7th international conference on fluid flow, heat and mass …, 2020 | 4 | 2020 |
| LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis AH Nobari, A Srivastava, D Gutfreund, K Xu, F Ahmed arXiv preprint arXiv:2405.20592, 2024 | 3 | 2024 |
| Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering C Picard, L Regenwetter, AH Nobari, A Srivastava, F Ahmed arXiv preprint arXiv:2412.13281, 2024 | 1 | 2024 |
| BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs L Regenwetter, YA Obaideh, AH Nobari, F Ahmed arXiv preprint arXiv:2402.05301, 2024 | 1 | 2024 |
| Activation-Informed Merging of Large Language Models AH Nobari, K Alimohammadi, A ArjomandBigdeli, A Srivastava, F Ahmed, ... arXiv preprint arXiv:2502.02421, 2025 | | 2025 |
| Generative Adversarial Networks for Inverse Design Problems in Engineering: Methods to handle performance, constraints, and creativity requirements A Heyrani Nobari Massachusetts Institute of Technology, 2022 | | 2022 |
Faez AhmedABS Assistant Professor, MITAdresse e-mail validée de mit.edu