Sai Ravela | DeepAI

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Featured Co-authors

Vipin Kumar
33 publications
Anuj Karpatne
26 publications
Imme Ebert-Uphoff
14 publications
Nishant Yadav
12 publications
Auroop R Ganguly
11 publications
Ankit Goel
5 publications
Ziwei Li
5 publications
Margaret Trautner
5 publications
Joonghyun Lee
4 publications
Dennis S. Bernstein
3 publications
John Spencer
3 publications

∙ 05/22/2023

Multirotor Ensemble Model Predictive Control I: Simulation Experiments

Nonlinear receding horizon model predictive control is a powerful approa...

0 Erina Yamaguchi, et al. ∙

∙ 05/14/2023

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

This paper presents a simulation process to dynamically emulate the effe...

0 Thelonious Cooper, et al. ∙

∙ 12/15/2022

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

Flooding is one of the most disastrous natural hazards, responsible for ...

0 Joaquin Salas, et al. ∙

∙ 12/02/2022

Downscaling Extreme Rainfall Using Physical-Statistical Generative Adversarial Learning

Modeling the risk of extreme weather events in a changing climate is ess...

0 Anamitra Saha, et al. ∙

∙ 10/21/2021

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

This paper develops an adaptive digital autopilot for a fixed-wing aircr...

0 Joonghyun Lee, et al. ∙

∙ 06/21/2021

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

The optimal design of neural networks is a critical problem in many appl...

0 Margaret Trautner, et al. ∙

∙ 08/22/2020

Informative Neural Ensemble Kalman Learning

In stochastic systems, informative approaches select key measurement or ...

0 Margaret Trautner, et al. ∙

∙ 08/12/2020

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

Systems exhibiting nonlinear dynamics, including but not limited to chao...

0 Nishant Yadav, et al. ∙

∙ 05/31/2020

Adaptive Digital PID Control of a Quadcopter with Unknown Dynamics

This paper develops an adaptive autopilot for quadcopters with unknown d...

0 Ankit Goel, et al. ∙

∙ 03/01/2020

The Sloop System for Individual Animal Identification with Deep Learning

The MIT Sloop system indexes and retrieves photographs from databases of...

0 Kshitij Bakliwal, et al. ∙

∙ 12/11/2019

On Neural Learnability of Chaotic Dynamics

Neural networks are of interest for prediction and uncertainty quantific...

0 Ziwei Li, et al. ∙

∙ 11/23/2019

Neural Integration of Continuous Dynamics

Neural dynamical systems are dynamical systems that are described at lea...

0 Margaret Trautner, et al. ∙

∙ 11/13/2017

Machine Learning for the Geosciences: Challenges and Opportunities

Geosciences is a field of great societal relevance that requires solutio...

0 Anuj Karpatne, et al. ∙

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