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SeisCFM: Conditional flow matching for three-ponent ground motions ...
This study proposes an end-to-end generative framework, termed Seismic Conditional Flow Matching (SeisCFM), to synthesize …
SeisCFM: Conditional flow matching for three-ponent ground motions ...
2026年6月25日ensp;#0183;ensp;This study proposes an end-to-end generative framework, termed Seismic Conditional Flow Matching (SeisCFM), to …
[2606.31340] Scenario-conditioned flow matching for …
2026年6月30日ensp;#0183;ensp;The waveform stage uses few-step AlphaFlow in an invertible wavelet-packet coefficient space to generate …
Scenario-conditioned flow matching for probabilistic generation …
2026年7月1日ensp;#0183;ensp;Few-step flow matching yields three-ponent accelerations that integrate to drift-free velocity and displacement. …
[论文评述] Scenario-conditioned flow matching for probabilistic …
* 核心算法采用**流匹配 (Flow Matching)** 技术，学习将简单的噪声分布 $\mathcal {N} (0, I)$ 转换为目标波形系数分布的向量场。 通 …
Conditional Flow Matching (3): 条件流匹配CFM和基于最优 ...
2025年3月20日ensp;#0183;ensp;1. Flow Matching 正像我们在上一篇文章 (CFM (2): 连续标准流 Continuous Normalizing Flow) 中提到的，CFM并不 …
Scenario-conditioned flow matching for probabilistic generation …
Performance-based seismic risk assessment requires three-ponent acceleration histories patible with specified source, path, …
Probabilistic Generative AI (11): Flow Matching 的工程算法设计
2026年8月24日ensp;#0183;ensp;在之前的 Flow Matching：概率流的极简重构 章节中，我们基于 Diffusion Models 梳理了 Conditional Flow Matching …
Learning earthquake ground motions via conditional generative …
2026年3月16日ensp;#0183;ensp;In this study a conditional generative model simulates shaking across the San Francisco Bay Area, matching …
A Visual Dive into Conditional Flow Matching | ICLR Blogposts 2025
4 天之前ensp;#0183;ensp;The main part of this post, Section 2, explains CFM by using both visual intuitions and insights on its probabilistic …
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