User profiles for Sai Ravela

Sai Ravela

PI @ MIT
Verified email at mit.edu
Cited by 4291

[HTML][HTML] A statistical deterministic approach to hurricane risk assessment

K Emanuel, S Ravela, E Vivant… - Bulletin of the American …, 2006 - journals.ametsoc.org
Hurricanes are lethal and costly phenomena, and it is therefore of great importance to assess
the long-term risk they pose to society. Among the greatest threats are those associated …

Machine learning for the geosciences: Challenges and opportunities

A Karpatne, I Ebert-Uphoff, S Ravela… - … on Knowledge and …, 2018 - ieeexplore.ieee.org
Geosciences is a field of great societal relevance that requires solutions to several urgent
problems facing our humanity and the planet. As geosciences enters the era of big data, …

Sloop: A pattern retrieval engine for individual animal identification

…, C Finn, A Hutcheon, P Vera, J Salas, S Ravela - Pattern Recognition, 2015 - Elsevier
Identifying individuals in photographs of animals collected over time is a non-invasive approach
for ecological monitoring and conservation. This paper describes the design and use of …

[BOOK][B] Dynamic Data Driven Applications Systems: Third International Conference, DDDAS 2020, Boston, MA, USA, October 2-4, 2020, Proceedings

F Darema, E Blasch, S Ravela, A Aved - 2020 - books.google.com
The Dynamic Data Driven Applications Systems (DDDAS 2020) conference showcases
scientific research advances and technology capabilities stemming from the DDDAS paradigm, …

Model-based monitoring for early warning flood detection

EA Basha, S Ravela, D Rus - Proceedings of the 6th ACM conference on …, 2008 - dl.acm.org
Predictive environmental sensor networks provide complex engineering and systems
challenges. These systems must withstand the event of interest, remain functional over long time …

[HTML][HTML] Joint effects of storm surge and sea-level rise on US Coasts: new economic estimates of impacts, adaptation, and benefits of mitigation policy

JE Neumann, K Emanuel, S Ravela, L Ludwig… - Climatic Change, 2015 - Springer
Recent literature, the US Global Change Research Program’s National Climate Assessment,
and recent events, such as Hurricane Sandy, highlight the need to take better account of …

[BOOK][B] Handbook of Dynamic Data Driven Applications Systems: Volume 1

EP Blasch, F Darema, S Ravela, AJ Aved - 2022 - books.google.com
The Handbook of Dynamic Data Driven Applications Systems establishes an authoritative
reference of DDDAS, pioneered by Dr. Darema and the co-authors for researchers and …

Multi‐scale features for identifying individuals in large biological databases: an application of pattern recognition technology to the marbled salamander Ambystoma …

L Gamble, S Ravela, K McGarigal - Journal of Applied Ecology, 2008 - Wiley Online Library
Capture–mark–recapture (CMR) studies provide essential information on demography,
movement and other ecological characteristics of rare and endangered species. This information …

Intelligent systems for geosciences: an essential research agenda

…, S Peters, B Plale, A Pope, S Ravela… - Communications of the …, 2018 - dl.acm.org
SAI RAVELA Massachusetts Institute of Technology … University of Southern California; David
Krum, University of Southern California; Vipin Kumar, University of Minnesota; Pierre Lermusiaux …

[HTML][HTML] Risks of coastal storm surge and the effect of sea level rise in the Red River Delta, Vietnam

JE Neumann, KA Emanuel, S Ravela, LC Ludwig… - Sustainability, 2015 - mdpi.com
This paper considers the impact of sea level rise and storm surge on the Red River delta
region of Vietnam. Permanently inundated lands and temporary flood zones are analyzed by …