Faez Ahmed
Orcid: 0000-0002-5227-2628
According to our database1,
Faez Ahmed
authored at least 72 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
J. Comput. Inf. Sci. Eng., January, 2024
Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering.
CoRR, 2024
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis.
CoRR, 2024
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models.
CoRR, 2024
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors.
CoRR, 2024
Prompting for products: Investigating design space exploration strategies for text-to-image generative models.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models.
CoRR, 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks.
CoRR, 2024
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis.
CoRR, 2024
Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI.
CoRR, 2024
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation.
CoRR, 2024
Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems.
CoRR, 2024
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Graph-Based Drag Prediction.
CoRR, 2024
CoRR, 2024
BIKED++: A Multimodal Dataset of 1.4 Million Bicycle Image and Parametric CAD Designs.
CoRR, 2024
CoRR, 2024
2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design.
Comput. Aided Des., December, 2023
Comput. Aided Des., March, 2023
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design.
CoRR, 2023
ShipGen: A Diffusion Model for Parametric Ship Hull Generation with Multiple Objectives and Constraints.
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Multi-modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data.
CoRR, 2023
CoRR, 2023
DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications.
CoRR, 2023
CoRR, 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design.
CoRR, 2022
TopoDiff: A Performance and Constraint-Guided Diffusion Model for Topology Optimization.
CoRR, 2022
CoRR, 2022
Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design.
CoRR, 2022
FRAMED: Data-Driven Structural Performance Analysis of Community-Designed Bicycle Frames.
CoRR, 2022
Complex., 2022
2021
CoRR, 2021
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis.
CoRR, 2021
CoRR, 2021
MO-PaDGAN: Reparameterizing Engineering Designs for augmented multi-objective optimization.
Appl. Soft Comput., 2021
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
2020
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization.
CoRR, 2020
CoRR, 2020
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
2019
Structuring Online Dyads: Explanations Improve Creativity, Chats Lead to Convergence.
Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition, 2019
2018
When Crowds Give You Lemons: Filtering Innovative Ideas using a Diverse-Bag-of-Lemons Strategy.
Proc. ACM Hum. Comput. Interact., 2018
2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017
2016
Structural topology optimization using multi-objective genetic algorithm with constructive solid geometry representation.
Appl. Soft Comput., 2016
2013
Multi-objective optimal path planning using elitist non-dominated sorting genetic algorithms.
Soft Comput., 2013
Multi-objective optimization and decision making approaches to cricket team selection.
Appl. Soft Comput., 2013
2012
Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
2011
Controller Design of Active Suspension System with Terrain Preview Using Evolutionary Multi-objective Algorithms.
Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, 2011
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011