resources
Datasets
Bibliography
*indicates joint first authorship
2025
- Global Daily Column Average CO2 at 0.1^∘ \texttimes 0.1^∘ Spatial Resolution Integrating OCO-3, GOSAT, CAMS with EOF and Deep LearningScientific Data, Feb 2025
- Atmospheric Transport Modeling of CO2 With Neural NetworksJournal of Advances in Modeling Earth Systems, Feb 2025
- High-Resolution Greenhouse Gas Flux Inversions Using a Machine Learning Surrogate Model for Atmospheric TransportAtmospheric Chemistry and Physics, May 2025
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- FootNet v1.0: Development of a Machine Learning Emulator of Atmospheric TransportGeoscientific Model Development, Mar 2025
- FootNet v1.0: Development of a Machine Learning Emulator of Atmospheric TransportGeoscientific Model Development, Mar 2025
- Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing SpectroscopyApr 2025
- Constraining a Data-Driven CO\textsubscript2 Flux Model by Ecosystem and Atmospheric Observations Using Atmospheric TransportEGUsphere, May 2025
2023
- A Machine Learning Emulator for Lagrangian Particle Dispersion Model Footprints: A Case Study Using NAMEGeoscientific Model Development, Apr 2023
2022
- On the Potential of a Neural-Network-Based Approach for Estimating XCO\textsubscript2 from OCO-2 MeasurementsAtmospheric Measurement Techniques, Sep 2022
2020
- Spatiotemporal Reconstructions of Global CO2-fluxes Using Gaussian Markov Random FieldsEnvironmetrics, Sep 2020