Sledovat
Faez Ahmed
Faez Ahmed
ABS Assistant Professor, MIT
E-mailová adresa ověřena na: mit.edu - Domovská stránka
Název
Citace
Citace
Rok
Deep generative models in engineering design: A review
L Regenwetter, AH Nobari, F Ahmed
Journal of Mechanical Design 144 (7), 071704, 2022
2742022
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
2642020
Multi-objective optimal path planning using elitist non-dominated sorting genetic algorithms
F Ahmed, K Deb
Soft Computing, 2012
2412012
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
1482013
PaDGAN: Learning to Generate High-Quality Novel Designs
W Chen, F Ahmed
Journal of Mechanical Design 143 (3), 2021
922021
Diverse weighted bipartite b-matching
F Ahmed, JP Dickerson, M Fuge
International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
842017
Diffusion Models Beat GANs on Topology Optimization
F Mazé, F Ahmed
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI …, 2023
75*2023
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
68*2021
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
572021
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
552024
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
AH Nobari, MF Rashad, F Ahmed
International Design Engineering Technical Conferences and Computers and …, 2021
552021
Multi-objective path planning using spline representation
F Ahmed, K Deb
2011 IEEE International Conference on Robotics and Biomimetics, 1047-1052, 2011
532011
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization
W Chen, F Ahmed
Applied Soft Computing, 2021
522021
BIKED: A dataset for computational bicycle design with machine learning benchmarks
L Regenwetter, B Curry, F Ahmed
Journal of Mechanical Design 144 (3), 2022
512022
Cricket team selection using evolutionary multi-objective optimization
F Ahmed, A Jindal, K Deb
Swarm, Evolutionary, and Memetic Computing: Second International Conference …, 2011
50*2011
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
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
40*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
372023
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
arXiv preprint arXiv:2311.12668, 2023
362023
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
352016
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Články 1–20