Sai Ravela

According to our database, Sai Ravela authored at least 35 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Neural Networks as Geometric Chaotic Maps.

Ziwei Li, Sai Ravela

IEEE Trans. Neural Networks Learn. Syst., 2023

Multirotor Ensemble Model Predictive Control I: Simulation Experiments.

Erina Yamaguchi, Sai Ravela

CoRR, 2023

A Stochastic Compound Failure Model for Testing Resilience of Autonomous Fixed-Wing Aircraft I: Formulation and Simulation.

Thelonious Cooper, Sai Ravela

CoRR, 2023

2022

Learning Inter-Annual Flood Loss Risk Models From Historical Flood Insurance Claims and Extreme Rainfall Data.

Joaquín Salas, Anamitra Saha, Sai Ravela

CoRR, 2022

Downscaling Extreme Rainfall Using Physical-Statistical Generative Adversarial Learning.

Anamitra Saha, Sai Ravela

CoRR, 2022

Dynamic Data-Driven Downscaling to Quantify Extreme Rainfall and Flood Loss Risk.

Anamitra Saha, Joaquín Salas, Sai Ravela

Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021

An Adaptive Digital Autopilot for Fixed-Wing Aircraft with Actuator Faults.

Joonghyun Lee, John Spencer, Juan Augusto Paredes, Sai Ravela, Dennis S. Bernstein, Ankit Goel

CoRR, 2021

Learn Like The Pro: Norms from Theory to Size Neural Computation.

Margaret Trautner, Ziwei Li, Sai Ravela

CoRR, 2021

Experimental Implementation of an Adaptive Digital Autopilot.

Ankit Goel, Juan Augusto Paredes, Harshil Dadhaniya, Syed Aseem Ul Islam, Abdulazeez Mohammed Salim, Sai Ravela, Dennis S. Bernstein

Proceedings of the 2021 American Control Conference, 2021

2020

Informative Neural Ensemble Kalman Learning.

Margaret Trautner, Gabriel B. Margolis, Sai Ravela

CoRR, 2020

Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling.

Nishant Yadav, Sai Ravela, Auroop R. Ganguly

CoRR, 2020

Adaptive Digital PID Control of a Quadcopter with Unknown Dynamics.

Ankit Goel, Abdulazeez Mohammed Salim, Ahmad Ansari, Sai Ravela, Dennis S. Bernstein

CoRR, 2020

The Sloop System for Individual Animal Identification with Deep Learning.

Kshitij Bakliwal, Sai Ravela

CoRR, 2020

Informative Ensemble Kalman Learning for Neural Structure.

Margaret Trautner, Gabriel B. Margolis, Sai Ravela

Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019

Machine Learning for the Geosciences: Challenges and Opportunities.

Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar

IEEE Trans. Knowl. Data Eng., 2019

On Neural Learnability of Chaotic Dynamics.

Ziwei Li, Sai Ravela

CoRR, 2019

Neural Integration of Continuous Dynamics.

Margaret Trautner, Sai Ravela

CoRR, 2019

Intelligent systems for geosciences: an essential research agenda.

Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie, Arindam Banerjee, Kirk D. Borne, Gary S. Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla P. Gomes, Mary C. Hill, John D. Horel, Leslie Hsu, Jim Kinter, Craig A. Knoblock, David M. Krum, Vipin Kumar, Pierre F. J. Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar

Commun. ACM, 2019

2018

Tractable Non-Gaussian Representations in Dynamic Data Driven Coherent Fluid Mapping.

Sai Ravela

Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

DDDAS: The Way Forward.

Erik Blasch, Sai Ravela, Alex Aved

Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

2015

Sloop: A pattern retrieval engine for individual animal identification.

James Duyck, Chelsea Finn, Andy Hutcheon, Pablo Vera, Joaquín Salas, Sai Ravela

Pattern Recognit., 2015

Dynamic Data-driven Deformable Reduced Models for Coherent Fluids¹.

Sai Ravela

Proceedings of the International Conference on Computational Science, 2015

2014

Spatial inference for coherent geophysical fluids by appearance and geometry.

Sai Ravela

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Relevance Feedback in Biometric Retrieval of Animal Photographs.

Chelsea Finn, James Duyck, Andy Hutcheon, Pablo Vera, Joaquín Salas, Sai Ravela

Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Mixture Ensembles for Data Assimilation in Dynamic Data-driven Environmental Systems.

Piyush Tagade, Hansjörg Seybold, Sai Ravela

Proceedings of the International Conference on Computational Science, 2014

Ensemble Learning in Non-Gaussian Data Assimilation.

Hansjörg Seybold, Sai Ravela, Piyush Tagade

Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014

Statistical Inference for Coherent Fluids.

Sai Ravela

Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014

On a quadratic information measure for data assimilation.

Piyush Tagade, Sai Ravela

Proceedings of the American Control Conference, 2014

2013

Vision-Based Biometrics for Conservation.

Sai Ravela, James Duyck, Chelsea Finn

Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

2009

Deformation invariant image matching by spectrally controlled diffeomorphic alignment.

Christopher M. Yang, Sai Ravela

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

Model-based monitoring for early warning flood detection.

Elizabeth A. Basha, Sai Ravela, Daniela Rus

Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

Tracking rotating fluids in realtime using snapshots.

Sai Ravela, John Marshall, Christopher Hill, Andrew Wong, Scott Stransky

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

A Realtime Observatory for Laboratory Simulation of Planetary Circulation.

Sai Ravela, John Marshall, Christopher Hill, Andrew Wong, Scott Stransky

Proceedings of the Computational Science, 2007

Two Extensions of Data Assimilation by Field Alignment.

Sai Ravela

Proceedings of the Computational Science, 2007

2006

Amplitude-Position Formulation of Data Assimilation.

Sai Ravela

Proceedings of the Computational Science, 2006