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Patrick Obin Sturm
Patrick Obin Sturm
Other namesObin Sturm, PO Sturm
University of Southern California
Verified email at nasa.gov
Title
Cited by
Cited by
Year
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
232022
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
112020
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
52023
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
32023
Advecting Superspecies: Reduced order modeling of organic aerosols in LOTOS-EUROS using machine learning
O Sturm
32021
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
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Articles 1–10