D. Qi

发表

Predicting extreme events for passive scalar turbulence in two-layer baroclinic flows through reduced-order stochastic models

A. Majda, D. Qi, 2018 .

Predicting fat-tailed intermittent probability distributions in passive scalar turbulence with imperfect models through empirical information theory

A. Majda, D. Qi, 2016 .

Using statistical functionals for effective control of inhomogeneous complex turbulent dynamical systems

A. Majda, D. Qi, 2019, Physica D: Nonlinear Phenomena.

Can Machine Learning Predict Extreme Events in Complex Systems?

A. Majda, D. Qi, 2019 .

Statistical Phase Transitions and Extreme Events in Shallow Water Waves with an Abrupt Depth Change

A. Majda, D. Qi, 2020 .

Statistical dynamical model to predict extreme events and anomalous features in shallow water waves with abrupt depth change

A. Majda, D. Qi, M. Moore, 2019, Proceedings of the National Academy of Sciences.

Rapid Nonlinear Analysis for Electrothermal Microgripper Using Reduced Order Model Based on Krylov Subspace

D. Qi, L. Guan, J. Chu, 2008 .

A flux-balanced fluid model for collisional plasma edge turbulence: Model derivation and basic physical features

A. Majda, A. Cerfon, D. Qi, 2018, Physics of Plasmas.

Low-Dimensional Reduced-Order Models for Statistical Response and Uncertainty Quantification: Two-Layer Baroclinic Turbulence

Andrew J. Majda, Di Qi, A. Majda, 2016 .

A Data-Driven Statistical-Stochastic Model for Effective Ensemble Forecast of Complex Turbulent Systems

J. Harlim, D. Qi, 2022, SSRN Electronic Journal.

Machine learning-based statistical closure models for turbulent dynamical systems

J. Harlim, D. Qi, 2021, Philosophical Transactions of the Royal Society A.

Zonal Jet Creation from Secondary Instability of Drift Waves for Plasma Edge Turbulence

A. Majda, D. Qi, 2019, Chinese Annals of Mathematics, Series B.

A flux-balanced fluid model for collisional plasma edge turbulence: Numerical simulations with different aspect ratios

A. Majda, A. Cerfon, D. Qi, 2018, Physics of Plasmas.

Transient Metastability and Selective Decay for the Coherent Zonal Structures in Plasma Drift Wave Turbulence

Andrew J. Majda, Di Qi, A. Majda, 2019, J. Nonlinear Sci..

Nonlinear interaction and turbulence transition in the limiting regimes of plasma edge turbulence

A. Majda, D. Qi, 2020 .

Flux-balanced two-field plasma edge turbulence in a channel geometry

A. Majda, D. Qi, 2020 .

Linking the two-field dynamics of plasma edge turbulence with the one-field balanced model through systematic unstable forcing at low resistivity

A. Majda, D. Qi, 2019, Physics of Plasmas.

Anomalous statistics and large deviations of turbulent water waves past a step

Eric Vanden-Eijnden, Di Qi, E. Vanden-Eijnden, 2021, AIP Advances.

A random batch method for efficient ensemble forecasts of multiscale turbulent systems.

Jian‐Guo Liu, D. Qi, 2022, Chaos.

Rigorous Statistical Bounds in Uncertainty Quantification for One-Layer Turbulent Geophysical Flows

A. Majda, D. Qi, 2018, Journal of Nonlinear Science.

Machine learning-based statistical closure models for turbulent dynamical systems

J. Harlim, D. Qi, 2021, Philosophical Transactions of the Royal Society A.

Stochastic Superparameterization and Multiscale Filtering of Turbulent Tracers

Andrew J. Majda, Di Qi, Yoonsang Lee, 2017, Multiscale Model. Simul..

Effective control of complex turbulent dynamical systems through statistical functionals

Di Qi, Andrew J Majda, A. Majda, 2017, Proceedings of the National Academy of Sciences.

Rapid nonlinear analysis for electrothermal microgripper using reduced order model based Krylov subspace

Le Guan, J Chu, D Qi, 2008 .

Anomalous Waves Triggered by Abrupt Depth Changes: Laboratory Experiments and Truncated KdV Statistical Mechanics

Andrew J. Majda, Di Qi, M. N. J. Moore, 2020, Journal of Nonlinear Science.

Linking the Two-State Dynamics of Plasma Edge Turbulence with the One-State Balanced Model through Systematic Unstable Forcing at Low Resistivity

A. Majda, D. Qi, 2019 .

High-order Moment Closure Models with Random Batch Method for Efficient Computation of Multiscale Turbulent Systems

Jian‐Guo Liu, D. Qi, 2023, ArXiv.

Strategies for Reduced-Order Models for Predicting the Statistical Responses and Uncertainty Quantification in Complex Turbulent Dynamical Systems

Andrew J. Majda, Di Qi, A. Majda, 2018, SIAM Rev..

Improving Prediction Skill of Imperfect Turbulent Models Through Statistical Response and Information Theory

Andrew J. Majda, Di Qi, A. Majda, 2016, J. Nonlinear Sci..

Blended particle methods with adaptive subspaces for filtering turbulent dynamical systems

Andrew J. Majda, Di Qi, A. Majda, 2015 .

Blended particle filters for large-dimensional chaotic dynamical systems

Di Qi, Andrew J Majda, Themistoklis P Sapsis, 2014, Proceedings of the National Academy of Sciences.

Low-dimensional reduced-order models for statistical response and uncertainty quantification: Barotropic turbulence with topography

Andrew J. Majda, Di Qi, A. Majda, 2017 .

Linear and nonlinear statistical response theories with prototype applications to sensitivity analysis and statistical control of complex turbulent dynamical systems.

Di Qi, Andrew J Majda, A. Majda, 2019, Chaos.

Improving Prediction Skill of Imperfect Turbulent Models Through Statistical Response and Information Theory

A. Majda, D. Qi, 2015, Journal of Nonlinear Science.

Using machine learning to predict extreme events in complex systems

Di Qi, Andrew J Majda, A. Majda, 2019, Proceedings of the National Academy of Sciences.

A data-driven statistical-stochastic surrogate modeling strategy for complex nonlinear non-stationary dynamics

J. Harlim, D. Qi, 2022, J. Comput. Phys..

Rigorous Statistical Bounds in Uncertainty Quantification for One-Layer Turbulent Geophysical Flows

Andrew J. Majda, Di Qi, A. Majda, 2018, J. Nonlinear Sci..

A physics-informed data-driven algorithm for ensemble forecast of complex turbulent systems

N. Chen, D. Qi, 2022, Applied Mathematics and Computation.

Dimits shift, avalanche-like bursts, and solitary propagating structures in the two-field flux-balanced Hasegawa–Wakatani model for plasma edge turbulence

A. Majda, A. Cerfon, D. Qi, 2020, 2006.10554.

Transient Metastability and Selective Decay for the Coherent Zonal Structures in Plasma Drift Wave Turbulence

A. Majda, D. Qi, 2019, Journal of nonlinear science.

Effective control of complex turbulent dynamical systems through statistical functionals

A. Majda, D. Qi, 2017, Proceedings of the National Academy of Sciences.

Anomalous statistics and large deviations of turbulent water waves past a step

E. Vanden-Eijnden, D. Qi, 2021, AIP Advances.