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Xiaowei Jia

A Survey of Foundation Models for Environmental Science

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Mar 05, 2025
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Towards efficient quantum algorithms for diffusion probability models

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Feb 20, 2025
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Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science

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Feb 10, 2025
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Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement

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Dec 27, 2024
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Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks

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Dec 21, 2024
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Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations

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Nov 20, 2024
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Hierarchical Conditional Multi-Task Learning for Streamflow Modeling

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Oct 18, 2024
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ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction

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Oct 16, 2024
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Physics-enhanced Neural Operator for Simulating Turbulent Transport

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May 31, 2024
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When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery

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Apr 17, 2024
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