We integrate physics-informed and data-driven models to understand compound flood dynamics. PI: @davidmunozpauta @virginia_tech
Blacksburg, VA
Joined April 2022
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CoRAL Lab 🪸 VT retweeted
🚨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
CoRAL Lab 🪸 VT retweeted
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/investigador…
CoRAL Lab 🪸 VT retweeted
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
CoRAL Lab 🪸 VT retweeted
#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
ALT 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.
CoRAL Lab 🪸 VT retweeted
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
CoRAL Lab 🪸 VT retweeted
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
CoRAL Lab 🪸 VT retweeted
🚨 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
CoRAL Lab 🪸 VT retweeted
🚨 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 👀📝
CoRAL Lab 🪸 VT retweeted
🚨 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
CoRAL Lab 🪸 VT retweeted
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/pre…
🚨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
CoRAL Lab 🪸 VT retweeted
New Research article: Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models doi.org/10.5194/hess-28-2531…
CoRAL Lab 🪸 VT retweeted
EDITOR'S PICK:
To better understand how sea-level rise threatens coastal areas, @HamedMoftakhari et al. propose a new indicator to estimate the risk of coastal flooding under #ClimateChange.
Learn more in @AGU_Eos: eos.org/editor-highlights/wh…
#AGUPubs
CoRAL Lab 🪸 VT retweeted
Such an honor to have collaborated with my former PhD mentors and colleagues! Here’s the link dx.doi.org/10.1029/2023AV000… @VirginiaTechCEE – at Blacksburg, VA
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CoRAL Lab 🪸 VT retweeted
Discussion open for comments: Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models doi.org/10.5194/hess-2024-9
CoRAL Lab 🪸 VT retweeted
#AlumniUCuenca | Nuestro #AlumnienelMundo David Muñoz Pauta, de @Ing_UCuenca, es profesor en el departamento de #IngenieríaCivil en @VirginiaTechCEE
¡Nuestros graduados de la @udecuenca están dejando huella en el mundo!
📝Únete a nuestra comunidad alumni.ucuenca.edu.ec/alumni…
CoRAL Lab 🪸 VT retweeted
I recently wrote a short story about my experience with flooding in Nigeria for the Food, Water, and Communities' blog, VT @VT_ACT @davidmunozpauta. Enjoy!
storymaps.arcgis.com/stories…
CoRAL Lab 🪸 VT retweeted
@VirginiaTechCEE is seeking to fill a #tenure_track position in Geotechnical Engineering with a specific research focus on geotechnical aspects of #coastal engineering, coastal #resilience, soil #erosion, and #port engineering. Please help us spread the word! More info👇🏽 – at Christiansburg, VA
📣📣Faculty search at VT!! 🎉🎉 Open position in Geotechnical Engineering (Assistant/Associate professor), with research focus on geotechnical aspects of coastal engineering!! 👉👉Submit your application: careers.pageuppeople.com/968… @VirginiaTechCEE
CoRAL Lab 🪸 VT retweeted
🚀 📚 Exciting new article on runoff forecasting! This work combines physically-based, empirical, and data-driven methods for complex ungauged regions. 🔄 Collaboration between @Investiga_UDC, @iDRHICA, and the crucial support from @ihedelft and @CoRAL_Lab_VT at @VirginiaTechCEE!
#BuenaNoticia |💦Este estudio mejoró los pronósticos de caudal a corto-mediano plazo en cuenca montañosa del #Ecuador con redes LSTM y datos geográficos, aplicando estrategias de ingeniería de características.
👉 doi.org/10.3389/frwa.2023.12…
@iDRHICA @paulmunozpauta @davidmunozpauta
CoRAL Lab 🪸 VT retweeted
Te invitamos a leer el artículo de nuestra investigadora @mjmerizalde94. Es la primera publicación científica de la II Cohorte de la Maestría en Hidrología. María José finalizó exitosamente su maestría e inicia su investigación en el Doctorado en Recursos Naturales Renovables.
#BuenaNoticia |💦Este estudio mejoró los pronósticos de caudal a corto-mediano plazo en cuenca montañosa del #Ecuador con redes LSTM y datos geográficos, aplicando estrategias de ingeniería de características.
👉 doi.org/10.3389/frwa.2023.12…
@iDRHICA @paulmunozpauta @davidmunozpauta
CoRAL Lab 🪸 VT retweeted
Bureau Seminar Series: Please join us on Friday, October 6, at 9:00 am CT, for Michelle Hummel of the University of Texas at Arlington presenting "Nonstationary Compound Flood Hazard Assessment for Coastal Communities". To join, please see: beg.utexas.edu/presentations…
