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ASPI-DiT: An Amortized Diffusion-Transformer Framework for Ill-Posed Mechanistic Parameter Inversion

Year: 2026

Type: conference-paper

Source: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI: 10.1145/3770855.3818909

Authors: Yuhang Chen, Yuanbo He, DingLun Cao, Jiahao Cui, Yacong Li, Shuai Li

Institutions: Beihang University, Beijing Academy of Artificial Intelligence

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W7196928811

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Cites: 13

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