Multi-objective optimal path planning using elitist non-dominated sorting genetic algorithms F Ahmed, K Deb Soft Computing, 2012 | 232 | 2012 |
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 | 193 | 2020 |
Deep generative models in engineering design: A review L Regenwetter, AH Nobari, F Ahmed Journal of Mechanical Design 144 (7), 071704, 2022 | 171 | 2022 |
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 | 137 | 2013 |
PaDGAN: Learning to Generate High-Quality Novel Designs W Chen, F Ahmed Journal of Mechanical Design 143 (3), 2021 | 77 | 2021 |
Diverse weighted bipartite b-matching F Ahmed, JP Dickerson, M Fuge International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017 | 74 | 2017 |
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 | 52* | 2021 |
Multi-objective path planning using spline representation F Ahmed, K Deb 2011 IEEE International Conference on Robotics and Biomimetics, 1047-1052, 2011 | 51 | 2011 |
Diffusion Models Beat GANs on Topology Optimization F Mazé, F Ahmed Proceedings of the AAAI Conference on Artificial Intelligence (AAAI …, 2023 | 49* | 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 | 44 | 2021 |
Cricket team selection using evolutionary multi-objective optimization F Ahmed, A Jindal, K Deb Swarm, Evolutionary, and Memetic Computing: Second International Conference …, 2011 | 44* | 2011 |
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization W Chen, F Ahmed Applied Soft Computing, 2021 | 42 | 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 | 38 | 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 | 36* | 2022 |
BIKED: A dataset for computational bicycle design with machine learning benchmarks L Regenwetter, B Curry, F Ahmed Journal of Mechanical Design 144 (3), 2022 | 33 | 2022 |
Discovering diverse, high quality design ideas from a large corpus F Ahmed, L David Gorbunov, M Fuge Proceedings of ASME International Design Engineering Technical Conferences …, 2016 | 31 | 2016 |
Capturing Winning Ideas in Online Design Communities F Ahmed, M Fuge Computer-Supported Cooperative Work and Social Computing (CSCW 2017), 2017 | 30 | 2017 |
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 | 27* | 2021 |
Interpreting idea maps: Pairwise comparisons reveal what makes ideas novel F Ahmed, SK Ramachandran, M Fuge, S Hunter, S Miller Journal of Mechanical Design 141 (2), 021102, 2019 | 26 | 2019 |
Ranking ideas for diversity and quality F Ahmed, M Fuge Journal of Mechanical Design 140 (1), 011101, 2018 | 26 | 2018 |