| Deep generative models in engineering design: A review L Regenwetter, AH Nobari, F Ahmed Journal of Mechanical Design 144 (7), 071704, 2022 | 443 | 2022 |
| Deep generative modeling for mechanistic-based learning and design of metamaterial systems L Wang, YC Chan, F Ahmed, Z Liu, P Zhu, W Chen Computer Methods in Applied Mechanics and Engineering 372, 113377, 2020 | 383 | 2020 |
| Multi-objective optimal path planning using elitist non-dominated sorting genetic algorithms F Ahmed, K Deb Soft Computing, 2012 | 254 | 2012 |
| Diffusion Models Beat GANs on Topology Optimization F Mazé, F Ahmed Proceedings of the AAAI Conference on Artificial Intelligence (AAAI …, 2023 | 165 | 2023 |
| Multi-objective optimization and decision making approaches to cricket team selection F Ahmed, K Deb, A Jindal Applied Soft Computing 13 (1), 402-414, 2013 | 157 | 2013 |
| PaDGAN: Learning to Generate High-Quality Novel Designs W Chen, F Ahmed Journal of Mechanical Design 143 (3), 2021 | 119* | 2021 |
| Multi-modal machine learning in engineering design: A review and future directions B Song, R Zhou, F Ahmed Journal of Computing and Information Science in Engineering 24, 010801-1, 2024 | 101 | 2024 |
| Diverse weighted bipartite b-matching F Ahmed, JP Dickerson, M Fuge International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017 | 92 | 2017 |
| BIKED: A dataset for computational bicycle design with machine learning benchmarks L Regenwetter, B Curry, F Ahmed Journal of Mechanical Design 144 (3), 2022 | 84* | 2022 |
| From concept to manufacturing: Evaluating vision-language models for engineering design C Picard, KM Edwards, AC Doris, B Man, G Giannone, MF Alam, F Ahmed Artificial Intelligence Review 58 (9), 288, 2025 | 80 | 2025 |
| PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design AH Nobari, W Chen, F Ahmed Proceedings of the 27th ACM SIGKDD International Conference on Knowledge …, 2021 | 80* | 2021 |
| CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis AH Nobari, MF Rashad, F Ahmed International Design Engineering Technical Conferences and Computers and …, 2021 | 80 | 2021 |
| Beyond statistical similarity: Rethinking metrics for deep generative models in engineering design L Regenwetter, A Srivastava, D Gutfreund, F Ahmed Computer-Aided Design, 2023 | 73 | 2023 |
| METASET: Exploring shape and property spaces for data-driven metamaterials design YC Chan, F Ahmed, L Wang, W Chen Journal of Mechanical Design 143 (3), 031707, 2021 | 71 | 2021 |
| MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization W Chen, F Ahmed Applied Soft Computing, 2021 | 67 | 2021 |
| Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation G Giannone, A Srivastava, O Winther, F Ahmed NeurIPS 2023, 2023 | 66 | 2023 |
| DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks M Elrefaie, F Morar, A Dai, F Ahmed NeurIPS 2024, 2024 | 65 | 2024 |
| Attention-enhanced Multimodal Learning For Conceptual Design Evaluations B Song, S Miller, F Ahmed Journal of Mechanical Design, 1-38, 2023 | 62* | 2023 |
| How should we measure creativity in engineering design? A comparison between social science and engineering approaches SR Miller, ST Hunter, E Starkey, S Ramachandran, F Ahmed, M Fuge Journal of Mechanical Design 143 (3), 031404, 2021 | 59* | 2021 |
| Designqa: A multimodal benchmark for evaluating large language models’ understanding of engineering documentation AC Doris, D Grandi, R Tomich, MF Alam, M Ataei, H Cheong, F Ahmed Journal of Computing and Information Science in Engineering 25 (2), 2025 | 56 | 2025 |
Amin Heyrani NobariMassachusetts Institute of TechnologyVerified email at mit.edu
