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CoRAL VT

@coral-vt.bsky.social
31 followers 30 following 5 posts

COmpound flood hazard & Risk Assessment in Low-lying areas coral-lab-vt.github.io

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CoRAL VT @coral-vt.bsky.social · 06/09/2025
🚨We’re proud to share Md. Shadman Sakib’s first lead-author article from his PhD. We investigated how unresolved nonlinear interactions📈📉 in total water levels🌊 evolve over annual scales & during tropical cyclones for the Chesapeake Bay. @virginiatech.bsky.social #GoHokies doi.org/10.1016/j.ad...
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CoRAL VT @coral-vt.bsky.social · 15/07/2025
Grateful with Fredricka Whitfield and her team from @cnn.com for the opportunity to talk about the CoRAL Lab. My research group combines physics-based and data-driven models #AI to improve the prediction of compound flood hazards and risks @virginiatech.bsky.social www.linkedin.com/posts/davidm...
linkedin.com
Grateful with Fredricka Whitfield and her team from CNN for the opportunity to talk about the CoRAL Lab (https://lnkd.in/g3q3b4EN). | David F. Muñoz
Grateful with Fredricka Whitfield and her team from CNN for the opportunity to talk about the CoRAL Lab (https://lnkd.in/g3q3b4EN). My research group combines physics-based and data-driven models #AI ...
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Virginia Tech @virginiatech.bsky.social · 11/07/2025
#VirginiaTech researchers are teaming up across disciplines to better predict hurricane-driven flooding and help communities prepare for extreme weather. Here's how. ➡️ news.vt.edu/articles/2025/07/hurricane-research-experts-2025-Atlantic-season
A satellite image shows a large hurricane swirling over the ocean, with a clearly defined eye and dense cloud bands. Below the image, text reads: “VIRGINIA TECH RESEARCHERS ARE WORKING TO IMPROVE HURRICANE PREPAREDNESS & FLOOD WARNINGS” The Virginia Tech logo is displayed at the bottom center.
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Virginia Tech College of Engineering @vtengineering.bsky.social · 05/06/2025
June 1st marks the start of 2025 Atlantic hurricane season. ⛈️🌀 David F. Muñoz spoke to @foxweather.bsky.social to share how researchers use deep learning to predict future flooding.
foxweather.com
How researchers use new tools to predict future flooding | Latest Weather Clips | FOX Weather
Assistant Professor at Virginia Tech, David F. Muñoz, joins FOX Weather to share how researchers use deep learning to predict future floods.
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CoRAL VT @coral-vt.bsky.social · 30/05/2025
A great collaboration with colleagues from @vtengineering.bsky.social & @hydr-vub.bsky.social We push the boundaries of transfer learning for #extreme water level prediction 🌊 across scales! Stayed tuned for a follow up study at the global scale 🤓 🌎🌍🌏 news.vt.edu/articles/202...
news.vt.edu
Researchers use deep learning to predict flooding this hurricane season
A team led by Virginia Tech graduate student Samuel Daramola developed a deep learning model called LSTM-SAM that predicts extreme water levels from tropical cyclones more efficiently and accurately, ...
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CoRAL VT @coral-vt.bsky.social · 05/05/2025
🚨🚨Free access to Samuel Daramola’s latest research is available now! Check how customized deep learning architectures 🤖 can learn (and predict) compound flood dynamics 🌊 in space🌌 & time⏳for multiple cyclonic events🌀⛈️ authors.elsevier.com/c/1l0tC4sKhE... @virginiatech.bsky.social
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CoRAL VT @coral-vt.bsky.social · 14/03/2025
We are super excited to share Samuel’s first PhD paper 🤓📜Here, we address the limitations of transfer learning and show that, despite site-specific conditions, DL models can generalize spatiotemporal patterns of coastal water levels 🌊 from distinctive tropical cyclones 🌀 dx.doi.org/10.1029/2024...
dx.doi.org
Predicting the Evolution of Extreme Water Levels With Long Short‐Term Memory Station‐Based Approximated Models and Transfer Learning Techniques
We present a deep learning framework that accurately predicts the evolution of cyclone-induced water levels across multiple domains An attention mechanism enhances the framework's recognition of ...
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