conftrace_

inverse design

13 papers

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Co-occurring keywords

airfoil design (2) design optimization (11) materials discovery (11) conditional generation (283) data-driven model (7) virtual screening (11) score-based model (29) inverse molecular design (3) diffusion probabilistic model (82) algorithmic bia (44)

Papers

GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler NIPS 2024
CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse Design AAAI 2024
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery NIPS 2023
GIDnets: Generative Neural Networks for Solving Inverse Design Problems via Latent Space Exploration IJCAI 2023
LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023
Learning to Design Analog Circuits to Meet Threshold Specifications ICML 2023
Real-Time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders CVPR 2022
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators NIPS 2022
RID-Noise: Towards Robust Inverse Design under Noisy Environments AAAI 2022
Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate NIPS 2021
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019