Generative Models for Fast Calorimeter Simulation.LHCb case. - Viktoria Chekalina; Elena Orlova; Fedor Ratnikov; Dmitry Ulyanov; Andrey Ustyuzhanin; Egor Zakharov (CoRR, 2018)

Tensorized Embedding Layers. - Oleksii Hrinchuk; Valentin Khrulkov; Leyla Mirvakhabova; Elena Orlova; Ivan V. Oseledets (EMNLP (Findings), 2020)

Comparing the costs of abstraction for DL frameworks. - Maksim Levental; Elena Orlova (CoRR, 2020)

Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting. - Elena Orlova; Haokun Liu; Raphael Rossellini; Benjamin Cash; Rebecca Willett (CoRR, 2022)

Training neural operators to preserve invariant measures of chaotic attractors. - Ruoxi Jiang; Peter Y. Lu; Elena Orlova; Rebecca Willett (NeurIPS, 2023)

Deep Stochastic Mechanics. - Elena Orlova; Aleksei Ustimenko; Ruoxi Jiang; Peter Y. Lu; Rebecca Willett (ICML, 2024)