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Jimeng Shi

Retrieval-Augmented Water Level Forecasting for Everglades

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Aug 06, 2025
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Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering

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May 25, 2025
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How Effective are Large Time Series Models in Hydrology? A Study on Water Level Forecasting in Everglades

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May 02, 2025
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Deep Learning and Foundation Models for Weather Prediction: A Survey

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Jan 12, 2025
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ReFine: Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuning

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Sep 21, 2024
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CoDiCast: Conditional Diffusion Model for Weather Prediction with Uncertainty Quantification

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Sep 09, 2024
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TimeX++: Learning Time-Series Explanations with Information Bottleneck

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May 15, 2024
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FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation

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Feb 20, 2024
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The Power of Explainability in Forecast-Informed Deep Learning Models for Flood Mitigation

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Oct 29, 2023
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Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates

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Oct 11, 2023
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