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Design Synthesis

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Showing 1–22 of 22 papers

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