Discretization-independent surrogate modeling of physical fields around variable geometries using coordinate-based networks

Numerical solutions of partial differential equations require expensive simulations, limiting their application in design optimization, model-based control, and large-scale inverse problems. Surrogate modeling techniques aim to decrease computational expense while retaining dominant solution feature...

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Bibliographic Details
Main Authors: James Duvall, Karthik Duraisamy
Format: Article
Language:English
Published: Cambridge University Press 2025-01-01
Series:Data-Centric Engineering
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2632673624000212/type/journal_article
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