7 citations · 9 across the 9 of their papers we have counts for
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An Assessment of Ensemble Kalman Filter and Azouani-Olson-Titi Algorithms for Data Assimilation: A Comparative Study
Ning Ning, Collin Victor
Continuous data assimilation (CDA) is a method that continuously integrates observational data into a dynamical system to improve model accuracy in real-time. The AOT algorithm is…
VT-MRF-SPF: Variable Target Markov Random Field Scalable Particle Filter
Ning Ning
Markov random fields (MRFs) are invaluable tools across diverse fields, and spatiotemporal MRFs (STMRFs) amplify their effectiveness by integrating spatial and temporal dimensions.…
Understanding Human-COVID-19 Dynamics using Geospatial Big Data: A Systematic Literature Review
Binbin Lin, Lei Zou, Mingzheng Yang +5
The COVID-19 pandemic has changed human life. To mitigate the pandemic's impacts, different regions implemented various policies to contain COVID-19 and residents showed diverse re…
Quantum Expander Mixing Lemma and its Structural Converse
Ning Ning
Expander graphs are fundamental in both computer science and mathematics, with a wide array of applications. With quantum technology reshaping our world, quantum expanders have eme…
Well-posedness and propagation of chaos for McKean-Vlasov stochastic variational inequalities
Ning Ning, Jing Wu
In this paper, we study a broad class of McKean-Vlasov stochastic variational inequalities (MVSVIs), where both the drift coefficient and the diffusion coefficient depend o…
Propagation of chaos for doubly mean reflected BSDEs
Hanwu Li, Ning Ning
In this paper, we establish propagation of chaos (POC) for doubly mean reflected backward stochastic differential equations (MRBSDEs). MRBSDEs differentiate the typical RBSDEs in t…