YQ
Yongquan Qu
cs.LGphysics.ao-phcs.CVnlin.CDcs.CYmath.DSphysics.comp-ph
On Valency
published · living versionsW_93xu3qcm·v1 · currentpublished
Video Diffusion for Satellite-based High-Dynamical-Fidelity Precipitation (HiDFiP) Field Generation
with Runze Li, Yan Xia, Dongwei Fu, Clement Guilloteau +4
1 version
Preprints & journals
8 papers in the corpus · 2024–2026Video Diffusion for Satellite-based High-Dynamical-Fidelity Precipitation (HiDFiP) Field Generation2608.21812v1 · Runze Li, Yan Xia, Yongquan Qu et al.2026 · 0 citationsarXivon Valency
Physically consistent global atmospheric data assimilation with machine learning in latent space.41477852 · Fan, Hang, Bai, Lei, Fei, Ben et al.2026 · 7 citationsScience advances. 2026;12(1):eaea4248
Learning more physically realistic dynamics in machine-learning based weather forecasting with latent-space constraints2510.04006v2 · Hang Fan, Yi Xiao, Yongquan Qu et al.2025 · 0 citationsarXiv
PnP-DA: Towards Principled Plug-and-Play Integration of Variational Data Assimilation and Generative Models2508.00325v1 · Yongquan Qu, Matthieu Blanke, Sara Shamekh et al.2025 · 0 citationsarXiv
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling2505.18017v4 · Matthieu Blanke, Yongquan Qu, Sara Shamekh et al.2025 · 0 citationsThe Fourteenth International Conference on Learning Representations (ICLR 2026)
Deep Generative Data Assimilation in Multimodal Setting2404.06665v3 · Yongquan Qu, Juan Nathaniel, Shuolin Li et al.2024 · 17 citationsarXiv
Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming2403.02215v3 · Yongquan Qu, Mohamed Aziz Bhouri, Pierre Gentine2024 · 2 citationsarXiv
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction2402.00712v5 · Juan Nathaniel, Yongquan Qu, Tung Nguyen et al.2024 · 7 citationsarXiv
Career total: at least 15 works. 8 are in this corpus.
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