Data Science | Mathematics Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble. September 30, 2024
Other The deep latent space particle filter for real-time data assimilation with uncertainty quantification. August 21, 2024
Aerospace Engineering | Data Science ML for fast assimilation of wall-pressure measurements from hypersonic flow over a cone. June 4, 2024
Environmental Science | Global Change Biology Convergence in simulating global soil organic carbon by structurally different models after data assimilation. May 13, 2024
Biomedical Engineering | Cardiology | Computational Biology Simultaneous data assimilation and cardiac electrophysiology model correction using differentiable physics and deep learning. December 18, 2023
Computational Modelling | Epidemiology Data Assimilation Predictive GAN (DA-PredGAN) Applied to a Spatio-Temporal Compartmental Model in Epidemiology. January 2, 2023
Agricultural Science | Environmental Science | Remote Sensing Estimating Maize Yield in the Black Soil Region of Northeast China Using Land Surface Data Assimilation: Integrating a Crop Model and Remote Sensing. July 11, 2022
Environmental Science | Risk assessment Characterization of vapor intrusion sites with a deep learning-based data assimilation method. March 7, 2022
Data Science | Earth System Science | Soil Science Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States. March 11, 2021