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2020 – today
- 2023
[j7]Angxiu Ni
:
Fast Adjoint Algorithm for Linear Responses of Hyperbolic Chaos. SIAM J. Appl. Dyn. Syst. 22(4): 2792-2824 (2023)- [i6]Angxiu Ni, Yao Tong:
Equivariant divergence formula for chaotic flows. CoRR abs/2312.12171 (2023) - 2022
- [i5]Angxiu Ni:
Adjoint shadowing for backpropagation in hyperbolic chaos. CoRR abs/2207.06648 (2022) - 2021
- [j6]Angxiu Ni:
Approximating Linear Response by Nonintrusive Shadowing Algorithms. SIAM J. Numer. Anal. 59(6): 2843-2865 (2021) - [i4]Angxiu Ni:
On computing derivatives of transfer operators and linear responses in higher dimensions. CoRR abs/2108.13863 (2021) - [i3]Angxiu Ni:
Fast adjoint differentiation of chaos. CoRR abs/2111.07692 (2021)
2010 – 2019
- 2019
- [j5]Angxiu Ni, Qiqi Wang, Pablo Fernández, Chaitanya Talnikar:
Sensitivity analysis on chaotic dynamical systems by Finite Difference Non-Intrusive Least Squares Shadowing (FD-NILSS). J. Comput. Phys. 394: 615-631 (2019) - [j4]Angxiu Ni, Chaitanya Talnikar:
Adjoint sensitivity analysis on chaotic dynamical systems by Non-Intrusive Least Squares Adjoint Shadowing (NILSAS). J. Comput. Phys. 395: 690-709 (2019) - [i2]Angxiu Ni, Chaitanya Talnikar:
Linear Range in Gradient Descent. CoRR abs/1905.04561 (2019) - 2017
- [j3]Mario Chater, Angxiu Ni, Qiqi Wang:
Simplified Least Squares Shadowing sensitivity analysis for chaotic ODEs and PDEs. J. Comput. Phys. 329: 126-140 (2017) - [j2]Angxiu Ni, Qiqi Wang:
Sensitivity analysis on chaotic dynamical systems by Non-Intrusive Least Squares Shadowing (NILSS). J. Comput. Phys. 347: 56-77 (2017) - [j1]Mario Chater, Angxiu Ni, Patrick Blonigan, Qiqi Wang:
Least Squares Shadowing Method for Sensitivity Analysis of Differential Equations. SIAM J. Numer. Anal. 55(6): 3030-3046 (2017) - 2016
- [i1]Angxiu Ni, Qiqi Wang:
Sensitivity analysis on chaotic dynamical system by Non-Intrusive Least Square Shadowing (NILSS). CoRR abs/1611.00880 (2016)
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