David F. Muñoz (@davidmunozpauta) 's Twitter Profile
David F. Muñoz

@davidmunozpauta

Assistant Professor @VirginiaTechCEE @CoRAL_Lab_VT; Compound Flood Modeling - Hydrodynamics - Deep learning - Data fusion

ID: 957892891

linkhttps://cee.vt.edu/people/faculty/munoz.html calendar_today19-11-2012 17:01:45

273 Tweet

677 Followers

461 Following

Jun-Whan Lee (@junwhanlee89) 's Twitter Profile Photo

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) 's Twitter Profile Photo

🚨 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 AGU (American Geophysical Union) 😄 #AGU24

🚨 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 <a href="/theAGU/">AGU (American Geophysical Union)</a> 😄 #AGU24
David F. Muñoz (@davidmunozpauta) 's Twitter Profile Photo

Excited to attend #AWRA2024 for the first time. I’ll be talking about a nice application of linked hydrodynamic models and machine learning to uncertainty quantification. See you this afternoon! Virginia Tech Civil and Environmental Engineering

Excited to attend #AWRA2024 for the first time. I’ll be talking about a nice application of linked hydrodynamic models and machine learning to uncertainty quantification. See you this afternoon! <a href="/VirginiaTechCEE/">Virginia Tech Civil and Environmental Engineering</a>
Ali Ahmadalipour (@hydroclimali) 's Twitter Profile Photo

📢 I’ve started a new newsletter–GeoAI Unpacked–to share deep dives and insightful analyses on AI & geospatial / climate-tech industry. 🛰️ For the 1st issue, I've explored EO foundation models. Check it out and subscribe to stay tuned: geoaiunpacked.substack.com/p/geoai-unpack…

Paul Muñoz (@paulmunozpauta) 's Twitter Profile Photo

🚨 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

🚨 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 (@coral_lab_vt) 's Twitter Profile Photo

Samuel Daramola and Md Shadman Sakib will be presenting their research in the Virginia Tech ‘s Water Resources Colloquium💧🌊 Drop by this afternoon to learn more about state-of-the-art methods for predicting #compound #flood #dynamics and #nonlinear #interactions🤓🤓

<a href="/SODaramola/">Samuel Daramola</a> and <a href="/Shadman_144/">Md Shadman Sakib</a> will be presenting their research in the <a href="/virginia_tech/">Virginia Tech</a> ‘s Water Resources Colloquium💧🌊 Drop by this afternoon to learn more about state-of-the-art methods for predicting #compound #flood #dynamics and #nonlinear #interactions🤓🤓
CoRAL Lab 🪸 VT (@coral_lab_vt) 's Twitter Profile Photo

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 Fralin Life Sciences Institute por organizar Kids’ Tech University en Español.

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 <a href="/FralinLifeSci/">Fralin Life Sciences Institute</a> por organizar Kids’ Tech University en Español.
CoRAL Lab 🪸 VT (@coral_lab_vt) 's Twitter Profile Photo

We just had the opportunity to present in this international workshop. Thanks to CMCC Foundation - Centro Euro Mediterraneo sui Cambiamenti Climatici FOCCUS Want to know more? Check the preprint article lead by Samuel Daramola #GoHokies Virginia Tech Civil and Environmental Engineering doi.org/10.22541/essoa…

We just had the opportunity to present in this international workshop. Thanks to CMCC Foundation - Centro Euro Mediterraneo sui Cambiamenti Climatici <a href="/FOCCUS_eu/">FOCCUS</a> Want to know more? Check the preprint article lead by <a href="/SODaramola/">Samuel Daramola</a> #GoHokies <a href="/VirginiaTechCEE/">Virginia Tech Civil and Environmental Engineering</a> 
doi.org/10.22541/essoa…
David F. Muñoz (@davidmunozpauta) 's Twitter Profile Photo

Pleased to introduce a new generation of compound flood modelers! This Fall, they simulated pluvial, fluvial & coastal flooding due to Hurricane Helene and designed hazard scenarios by linking statistical and 2D hydrodynamic modeling. So proud of this group! Virginia Tech Civil and Environmental Engineering

Pleased to introduce a new generation of compound flood modelers! This Fall, they simulated pluvial, fluvial &amp; coastal flooding due to Hurricane Helene and designed hazard scenarios by linking statistical and 2D hydrodynamic modeling. So proud of this group! <a href="/VirginiaTechCEE/">Virginia Tech Civil and Environmental Engineering</a>
CoRAL Lab 🪸 VT (@coral_lab_vt) 's Twitter Profile Photo

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…

CoRAL Lab 🪸 VT (@coral_lab_vt) 's Twitter Profile Photo

🚨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/1l0tC4sKhEgv… Virginia Tech Civil and Environmental Engineering UA College of Engineering

🚨Free access to <a href="/SODaramola/">Samuel Daramola</a>’s latest research is available now! Check how customized deep learning architectures 🤖 can learn (and predict) compound flood dynamics 🌊 in space🌌 &amp; time⏳for multiple cyclonic events🌀⛈️ 
authors.elsevier.com/c/1l0tC4sKhEgv… <a href="/VirginiaTechCEE/">Virginia Tech Civil and Environmental Engineering</a> <a href="/bamaengineering/">UA College of Engineering</a>
IEEE Geoscience and Remote Sensing Society (@ieee_grss) 's Twitter Profile Photo

🔍 Editors' Edge: Reviewing Responsibly Peer reviewing is a cornerstone of academic integrity and trust. While AI tools can assist in writing or editing your own content, they must not be used to review someone else's manuscript. Sharing a submission—even with an AI—violates

🔍 Editors' Edge: Reviewing Responsibly

Peer reviewing is a cornerstone of academic integrity and trust. While AI tools can assist in writing or editing your own content, they must not be used to review someone else's manuscript. Sharing a submission—even with an AI—violates
CoRAL Lab 🪸 VT (@coral_lab_vt) 's Twitter Profile Photo

A great collaboration with colleagues from Virginia Tech Civil and Environmental Engineering and Water and Climate - VUB We push the boundaries of transfer learning for #extreme water level prediction 🌊 across scales! Virginia Tech News Stayed tuned for a follow up study at the global scale 🤓 🌎🌍🌏 news.vt.edu/articles/2025/…

FOX Weather (@foxweather) 's Twitter Profile Photo

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

The Postdoctoral (@thepostdoctoral) 's Twitter Profile Photo

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

Virginia Tech (@virginia_tech) 's Twitter Profile Photo

#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

#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
David F. Muñoz (@davidmunozpauta) 's Twitter Profile Photo

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 Virginia Tech Civil and Environmental Engineering #GoHokies

David F. Muñoz (@davidmunozpauta) 's Twitter Profile Photo

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…

David F. Muñoz (@davidmunozpauta) 's Twitter Profile Photo

🚨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

🚨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