IDEALLab/engiopt-engopt2026-flow-matching-2d-cond

Updated 11 days ago

Note Primary contribution: selected CFM checkpoints for 10 seeds, two EngiBench tasks, and the evaluated solver/NFE configurations. Beams2D MMD/DPP metadata records the sigma=1 correction. W&B report: https://wandb.ai/smassoudi-eth-z-rich/engiopt-flow-matching/reports/Conditional-Flow-Matching-for-ML-Based-Inverse-Design-Problems---Experiments-and-Reproducibility--VmlldzoxNzgzMTUyMQ==

IDEALLab/engiopt-engopt2026-diffusion-2d-cond

Updated 13 days ago

Note Corrected EngiOpt conditional diffusion baseline with 1000 denoising steps; one selected checkpoint per seed and task.

IDEALLab/engiopt-engopt2026-cgan-cnn-2d

Updated 13 days ago

Note Corrected EngiOpt cGAN baseline with sigmoid generator output; one selected checkpoint per seed and task.

Note EngiBench Beams2D dataset used for the 100 x 50 structural-design experiments.

Note EngiBench HeatConduction2D dataset used for the thermal-design experiments.