georgosgeorgos/trajectory-alignment-diffusion
Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023
This project helps engineers and scientists accelerate the design of physical objects by quickly generating new designs that meet specific constraints. It takes optimization goals and existing design parameters, then outputs novel, high-performing designs faster than traditional physics-based simulations alone. The primary users are researchers and practitioners in engineering design and materials science.
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Use this if you need to rapidly generate optimized designs for engineering problems, especially when working with limited data or strict physical constraints.
Not ideal if your design problem does not involve constrained optimization or if you prefer purely physics-based simulation without AI assistance.
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Python
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Last pushed
Oct 12, 2023
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