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07/04/2023
Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators
High-fidelity, data-driven models that can quickly simulate thermal beha...
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06/13/2023
Smoothing the Rough Edges: Evaluating Automatically Generated Multi-Lattice Transitions
Additive manufacturing is advantageous for producing lightweight compone...
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06/08/2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
We present AircraftVerse, a publicly available aerial vehicle design dat...
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11/28/2022
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search
Building an AI agent that can design on its own has been a goal since th...
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10/07/2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces
Generative design problems often encompass complex action spaces that ma...
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10/07/2021
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design
Engineering design problems often involve large state and action spaces ...
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07/26/2019