Saumya Sinha

According to our database, Saumya Sinha authored at least 6 papers between 2016 and 2023.

Collaborative distances:

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

2023

Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data.

Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni

CoRR, 2023

Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles.

Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni

CoRR, 2023

Markov Decision Process Design: A Framework for Integrating Strategic and Operational Decisions.

Seth Brown, Saumya Sinha, Andrew J. Schaefer

CoRR, 2023

2020

Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery.

Saumya Sinha, Sophie Giffard-Roisin, Fatima Karbou, Michael Deschatres, Anna Karas, Nicolas Eckert, Cécile Coléou, Claire Monteleoni

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2016

Robust response-guided dosing.

Saumya Sinha, Jakob Kotas, Archis Ghate

Oper. Res. Lett., 2016

Policy iteration for robust nonstationary Markov decision processes.

Saumya Sinha, Archis Ghate

Optim. Lett., 2016