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Design Synthesis

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Showing 1–22 of 22 papers

TitleStatusHype
PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse DesignsCode1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
Diffusion Models Beat GANs on Topology OptimizationCode1
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse DesignCode1
CreativeGAN: Editing Generative Adversarial Networks for Creative Design SynthesisCode1
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design SynthesisCode0
Conditional Cross-Design Synthesis Estimators for Generalizability in MedicaidCode0
MO-PaDGAN: Generating Diverse Designs with Multivariate Performance Enhancement—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis—0
Physics-guided training of GAN to improve accuracy in airfoil design synthesis—0
Predictive Synthesis of Quantum Materials by Probabilistic Reinforcement Learning—0
Symbolic Reduction for Formal Synthesis of Global Lyapunov Functions—0
Towards Goal, Feasibility, and Diversity-Oriented Deep Generative Models in Design—0
A deep-learning view of chemical space designed to facilitate drug discovery—0
Unsupervised Learning of Sampling Distributions for Particle Filters—0
CAD Based Design Optimization of Four-bar Mechanisms: a coronaventilator case study—0
Deep Generative Models in Engineering Design: A Review—0
Functional Nanomaterials Design in the Workflow of Building Machine-Learning Models—0
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning—0
MaskPLAN: Masked Generative Layout Planning from Partial Input—0
Modeling Dislocation Dynamics Data Using Semantic Web Technologies—0
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