Earth Signals and Systems Group
Informatics and Intelligent Systems for Earth, Atmospheric, and Planetary Science
News
-
Patterns, Information, and Informative Learning for States and Structure: Deep connections between ML and DA
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…
-
Variational and Ensemble Approaches for Stable Hybrid Dynamical Systems
Sai presents work on informative ensemble learning at AI for Environmental Sciences101st American Meteorological Society Annual Meeting (confex.com)
-
Informative Ensemble Kalman Learning at IndoML 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: The…
-
-
Sai moderates Scientific Machine Learning
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…
-
Sai Ravela speaks at Vaibhav Meeting
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…
-
Trautner et al. win Top 5 at DDDAS 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:…
-
Gabriel Margolis joins MENG
Our own Gabriel will stay at the institute for an MENG in Robotics!
-
Margaret Trautner gets into Caltech
Our own Margaret, who worked on Neural Dynamical Systems, will head to Caltech for graduate school
-
Yadav et al. win best student paper award
Our paper, found here, wins the best student paper award at the KDD 2020 Fragile Earth workshop. This paper emerged from the Machine Learning with…