Wed, 05/19/2021

Sai Ravela gives a Data Science for Atmospheric Sciences colloquim at  Ludwig Maximilian University of Munich (LMU)  on a Bayesian Theory for Coherent Fluids that non-parametrically incorporates amplitude and geometry in for robust inference, uncertainty quantification, sampling, and reduced...

Fri, 02/12/2021

Sai, together with collaborators from Applied Research Associates (ARA) in a team comprising of Nakata and Ravela from EAPS, presents an overview of our lab and the methods we develop for application to MINEM.

Wed, 02/10/2021

Sai speaks at the LMU Colloquia in Data science for Atmospheric and Ocean Applications in the first of a three part lecture, with focus on

Informative Neural Ensemble Learning.

The other two to follow are
Tractable Information Theoretic Ensemble Data Assimilation 

Tue, 01/12/2021

Sai presents work on informative ensemble learning at AI for Environmental Sciences
101st American Meteorological Society Annual Meeting (



Wed, 12/16/2020

On 16th Dec 2020, a presentation was given at the IndoML conference on an ensemble approach to informative deep learning. Here is a video:


Fri, 11/20/2020

A fun evening organized by Dilip Krishnamurthy and Prof. Venkat Viswanathan who got Dr. Ravela in at the urging of Prof. Vipin Kumar to moderate this session 

Christopher Rackauckas and Alec Bills
(Massachusetts Institute of Technology  and Carnegie Mellon...

Sat, 10/17/2020

Organized by India, a large number of scientists from India and the Indian diaspora provided ideas for Atmanirbhar Bharat related initiatives. Dr. Ravela was a panelist on Machine Learning and Inversion.  He presented the framework for Informative Learning and Optimization, which is a key...

Sat, 10/10/2020

Trautner, Margolis, and Ravela  won the "Top 5" recognition for the paper presented at the  DDDAS 2020 conference. This paper contains three fundamentally transformative components: 1) Informative Ensemble Learning provides an efficacious parallel...

Fri, 08/14/2020

Our paper, found here wins the best student paper award at the KDD 2020 Fragile Earth workshop....