Conservation laws in a neural network architecture: enforcing the atom balance of a Julia-based photochemical model (v0. 2.0) PO Sturm, AS Wexler Geoscientific Model Development 15 (8), 3417-3431, 2022 | 23 | 2022 |
A mass-and energy-conserving framework for using machine learning to speed computations: a photochemistry example PO Sturm, AS Wexler Geoscientific Model Development 13 (9), 4435-4442, 2020 | 11 | 2020 |
Interpretable conservation laws as sparse invariants Z Liu, PO Sturm, S Bharadwaj, SJ Silva, M Tegmark Physical Review E 109 (2), L023301, 2024 | 5* | 2024 |
Advecting superspecies: Efficiently modeling transport of organic aerosol with a mass‐conserving dimensionality reduction method PO Sturm, A Manders, R Janssen, A Segers, AS Wexler, HX Lin Journal of Advances in Modeling Earth Systems 15 (3), e2022MS003235, 2023 | 5 | 2023 |
Overview of ICARUS─ A Curated, Open Access, Online Repository for Atmospheric Simulation Chamber Data TB Nguyen, KH Bates, RS Buenconsejo, SM Charan, EE Cavanna, ... ACS Earth and Space Chemistry, 2023 | 3 | 2023 |
Advecting Superspecies: Reduced order modeling of organic aerosols in LOTOS-EUROS using machine learning O Sturm | 3 | 2021 |
The Small-Alpha Method: Sublinear Sampling for Enhanced Superdroplet Resolution in Lagrangian Cloud Models E Ware, O Sturm, AL Igel 104th AMS Annual Meeting, 2024 | | 2024 |
The Speed Limit of Atmospheric Chemistry: Tracking Cycles in Species-Reaction Graphs E Li, O Sturm, SJ Silva AGU23, 2023 | | 2023 |
Global-to-Local Air Quality Forecasts Using the NASA GEOS Composition Forecasting System S Pawson, C Keller, E Knowland, M Long, C Malings, L Ott, V Shah, ... 23rd Meeting of the American Geophysical Union (AGU), 2023 | | 2023 |
Operator Replacement Using Machine Learning with Conservation Laws O Sturm, AS Wexler AGU Fall Meeting Abstracts 2020, A061-0003, 2020 | | 2020 |