CoRAL Lab 🪸 VT

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CoRAL Lab 🪸 VT

CoRAL Lab 🪸 VT

@CoRAL_Lab_VT

We integrate physics-informed and data-driven models to understand compound flood dynamics. PI: @davidmunozpauta @virginia_tech

Blacksburg, VA 参加日 Nisan 2022
252 フォロー中228 フォロワー
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David F. Muñoz
David F. Muñoz@davidmunozpauta·
🚨Haven’t decided where to submit your top notch research on multi-hazard flood modeling?🌀 🌊💧💨 Join us at #AGU2025 for an engaging discussion of interdisciplinary research, novel methods and practical applications for (compound) flood modeling in inland🏔️ and coastal🏝️ areas
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David F. Muñoz
David F. Muñoz@davidmunozpauta·
Muchas gracias #HuellaZero por ayudar a difundir nuestra investigación 🤖 sobre la predicción de niveles de agua e inundaciones 🌊 por huracanes 🌀con las comunidades latinas e hispanohablantes huella-zero.org/investigadores…
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David F. Muñoz
David F. Muñoz@davidmunozpauta·
Grateful with Fredricka Whitfield and her team from @CNN for the opportunity to talk about the @CoRAL_Lab_VT My research group combines physics-based and data-driven models #AI to improve the prediction of compound flood hazards and risks @VirginiaTechCEE #GoHokies
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Virginia Tech
Virginia Tech@virginia_tech·
#VirginiaTech researchers are teaming up across disciplines to better predict hurricane-driven flooding and help communities prepare for extreme weather. Here's how. ➡️ brnw.ch/21wU5aU
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The Postdoctoral
The Postdoctoral@thepostdoctoral·
Could AI help predict catastrophic floods? This Virginia Tech professor thinks so - WTOP - “Our model, it's super accurate,” said David Munoz, an assistant professor in Virginia Tech's Civil and Environmental Engineering program. “It's ... - ift.tt/SLfbYD8
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FOX Weather
FOX Weather@foxweather·
Assistant Professor at Virginia Tech, David F. Muñoz, joins FOX Weather to share how researchers use deep learning to predict future floods. #hurricaneseason #flood #rain #FoxWeather
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CoRAL Lab 🪸 VT@CoRAL_Lab_VT·
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 water levels 🌊 from tropical cyclones🌀 dx.doi.org/10.1029/2024WR…
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CoRAL Lab 🪸 VT@CoRAL_Lab_VT·
We had lots of fun playing with dye, water, sand, and legos and explaining #hurricanes, compound #flooding, and #sea level rise 🌊 to kids and their parents in Spanish! Gracias @FralinLifeSci por organizar Kids’ Tech University en Español.
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Paul Muñoz
Paul Muñoz@paulmunozpauta·
🚨 New publication 🚨 📓 Our latest research shows how blending satellite data 🌧️ 🛰️ with #ML 🤖 can significantly enhance runoff and peak flow 🌊 #forecasting in mountainous settings ⛰️ 👀Check this innovative approach for data scarcity areas tinyurl.com/yvp4wfwx
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Paul Muñoz
Paul Muñoz@paulmunozpauta·
🚨 Exciting news! 🎉🍻 Our paper was accepted today! 😎 We’re exploring innovative solutions to tackle data and modeling challenges in operational hydrology. Stay tuned for the link to the article 👀📝
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David F. Muñoz
David F. Muñoz@davidmunozpauta·
🚨 Pleased to introduce our invited speakers 🗣️🗣️ working with #hybrid #modeling and #digitaltwin systems for flood hazard and risk assessment 🤖 ➡️🏞️🌊Come join us in our session at @theAGU 😄 #AGU24
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Jun-Whan Lee
Jun-Whan Lee@junwhanlee89·
We're excited to invite you to submit an abstract to our session: NH026 - Hybrid Modeling and Digital Twin Systems for Flood Hazard Prediction and Risk Assessment at Different Spatial Scales. Join us at #AGU24! agu.confex.com/agu/agu24/prel…
David F. Muñoz@davidmunozpauta

🚨Our team will be hosting a cool session at @theAGU🍂 Are you working with process-based models, #statistical analysis or #ML? 🤖Want to know more on #digitaltwin systems for flood hazard and risk assessment?⚠️ 🌊⛔️Look no further, this session is for you! Come join us 😄 #AGU24

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CoRAL Lab 🪸 VT@CoRAL_Lab_VT·
Please consider submitting an abstract to our session ⬇️ See you all at @theAGU @VirginiaTechCEE @UTAustin @universityofga @RiceUniversity @ENGINEERINGatOU #AGU24
David F. Muñoz@davidmunozpauta

🚨Our team will be hosting a cool session at @theAGU🍂 Are you working with process-based models, #statistical analysis or #ML? 🤖Want to know more on #digitaltwin systems for flood hazard and risk assessment?⚠️ 🌊⛔️Look no further, this session is for you! Come join us 😄 #AGU24

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HESS Journal
HESS Journal@EGU_HESS·
New Research article: Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models doi.org/10.5194/hess-2…
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CoRAL Lab 🪸 VT
CoRAL Lab 🪸 VT@CoRAL_Lab_VT·
Great collaboration between @UofAlabama and @VirginiaTechCEE How do uncertainty sources in #compound_flood modeling evolve during the onset, peak, and dissipation of #extreme water levels? 🌊 Check it out ⬇️
David F. Muñoz@davidmunozpauta

‼️Interested in the sources of uncertainty of #compound_flooding? 🤔Check out our publication in @EGU_HESS with @HamedMoftakhari @HamidMoradkhani We tracked the evolution of uncertainty in #extreme water level dynamics🌊linking #hydrodynamic_models and #ML doi.org/10.5194/hess-2…

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@Shadman_144 @VirginiaTechCEE @CNN @SODaramola @bamaengineering @FOCCUS_eu @FralinLifeSci @virginia_tech