Saumya Sinha

14 papers A* 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Conditional Diffusion Model for Building Energy Modeling Workflows.
CoRR
Saumya Sinha, Alexandre Cortiella, Rawad El Kontar, Andrew Glaws, Ryan N. King, Patrick Emami
2025 J jnl
On the strength of Lagrangian duality in multiobjective integer programming.
Math. Program.
Matthew Brun, Tyler A. Perini, Saumya Sinha, Andrew J. Schaefer
2025 A* conf
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems.
ICLR
Patrick Emami, Zhaonan Li, Saumya Sinha, Truc Nguyen
2024 J jnl
Characterizing Rational Transplant Program Response to Outcome-Based Regulation.
Oper. Res.
David T. Mildebrath, Taewoo Lee, Saumya Sinha, Andrew J. Schaefer, A. Osama Gaber
2024 J jnl
Markov decision process design: A framework for integrating strategic and operational decisions.
Oper. Res. Lett.
Seth Brown, Saumya Sinha, Andrew J. Schaefer
2024 J jnl
On the Effectiveness of Neural Operators at Zero-Shot Weather Downscaling.
CoRR
Saumya Sinha, Brandon N. Benton, Patrick Emami
2024 J jnl
Relaxations and duality for multiobjective integer programming.
Math. Program.
Alex Dunbar, Saumya Sinha, Andrew J. Schaefer
2024 J jnl
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems.
CoRR
Patrick Emami, Zhaonan Li, Saumya Sinha, Truc Nguyen
2023 J jnl
Markov Decision Process Design: A Framework for Integrating Strategic and Operational Decisions.
CoRR
Seth Brown, Saumya Sinha, Andrew J. Schaefer
2023 J jnl
Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data.
CoRR
Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni
2023 J jnl
Sea level Projections with Machine Learning using Altimetry and Climate Model ensembles.
CoRR
Saumya Sinha, John Fasullo, Robert Steven Nerem, Claire Monteleoni
2020 — conf
Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery.
CI
Saumya Sinha, Sophie Giffard-Roisin, Fatima Karbou, Michael Deschatres, Anna Karas, Nicolas Eckert, Cécile Coléou, Claire Monteleoni
2016 J jnl
Policy iteration for robust nonstationary Markov decision processes.
Optim. Lett.
Saumya Sinha, Archis Ghate
2016 J jnl
Robust response-guided dosing.
Oper. Res. Lett.
Saumya Sinha, Jakob Kotas, Archis Ghate