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Department of Computational and Applied Mathematics
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top-articles
Department of Computational and Applied Mathematics
424
(top 1%)
papers
14.5K
(top 1%)
citations
57
(top 1%)
h
-index
110
(top 1%)
g
-index
492
all documents
16.0K
doc citations
2.3K
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
Machine learning for data-driven discovery in solid Earth geoscience
Science
2019
563
2
A feasible method for optimization with orthogonality constraints
Mathematical Programming
2013
548
3
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm
Mathematical Programming Computation
2012
534
4
A trust-region framework for managing the use of approximation models in optimization
Structural Optimization
1998
513
5
An efficient augmented Lagrangian method with applications to total variation minimization
Computational Optimization and Applications
2013
493
6
Migration velocity analysis and waveform inversion
Geophysical Prospecting
2008
395
7
On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers
Journal of Scientific Computing
2016
352
8
Modeling of a constant Q: Methodology and algorithm for an efficient and optimally inexpensive viscoelastic technique
Geophysics
1995
319
9
Reverse time migration with optimal checkpointing
Geophysics
2007
312
10
On the formulation and theory of the Newton interior-point method for nonlinear programming
Journal of Optimization Theory and Applications
1996
304
11
Angle‐domain common‐image gathers for migration velocity analysis by wavefield‐continuation imaging
Geophysics
2004
300
12
Parallel Multi-Block ADMM with o(1 / k) Convergence
Journal of Scientific Computing
2017
258
13
Nodal discontinuous Galerkin methods on graphics processors
Journal of Computational Physics
2009
250
14
An alternating direction algorithm for matrix completion with nonnegative factors
Frontiers of Mathematics in China
2012
246
15
Suboptimal breastfeeding in the United States: Maternal and pediatric health outcomes and costs
Maternal and Child Nutrition
2017
243
16
Alternating direction augmented Lagrangian methods for semidefinite programming
Mathematical Programming Computation
2010
241
17
Dynamics of Proteins in Crystals: Comparison of Experiment with Simple Models
Biophysical Journal
2002
240
18
Augmented Lagrangian alternating direction method for matrix separation based on low-rank factorization
Optimization Methods and Software
2014
209
19
Solving large-scale linear programs by interior-point methods under the Matlab
∗
Environment
†
Optimization Methods and Software
1998
181
20
Robust inversion of seismic data using the Huber norm
Geophysics
2003
173
21
Quantification of regional ventilation from treatment planning CT
International Journal of Radiation Oncology Biology Physics
2005
149
22
A Compressive Sensing and Unmixing Scheme for Hyperspectral Data Processing
IEEE Transactions on Image Processing
2012
149
23
The Sylvester equation and approximate balanced reduction
Linear Algebra and Its Applications
2002
140
24
Collaborative Spectrum Sensing from Sparse Observations in Cognitive Radio Networks
IEEE Journal on Selected Areas in Communications
2011
138
25
MIP: Theory and Practice — Closing the Gap
IFIP Advances in Information and Communication Technology
2000
134
26
Band Structure Optimization of Two-Dimensional Photonic Crystals in H-Polarization
Journal of Computational Physics
2000
129
27
A Modified Low-Rank Smith Method for Large-Scale Lyapunov Equations
Numerical Algorithms
2003
126
28
A strongly conservative finite element method for the coupling of Stokes and Darcy flow
Journal of Computational Physics
2010
119
29
An adaptive finite‐difference method for traveltimes and amplitudes
Geophysics
2002
111
30
Optimal Aeroacoustic Shape Design Using the Surrogate Management Framework
Optimization and Engineering
2004
109
31
Passivity preserving model reduction via interpolation of spectral zeros
Systems and Control Letters
2005
99
32
Approximate linearized inversion by optimal scaling of prestack depth migration
Geophysics
2008
99
33
Application of POD and DEIM on dimension reduction of non-linear miscible viscous fingering in porous media
Mathematical and Computer Modelling of Dynamical Systems
2011
87
34
Commentary—Progress in Linear Programming
ORSA Journal on Computing
1994
86
35
Kinematic artifacts in prestack depth migration
Geophysics
2004
86
36
Deep learning observables in computational fluid dynamics
Journal of Computational Physics
2020
86
37
Numerical methods for large eigenvalue problems
Acta Numerica
2002
85
38
Inversion of reflection seismograms by differential semblance analysis: algorithm structure and synthetic examples1
Geophysical Prospecting
1994
84
39
Trailing-edge noise reduction using derivative-free optimization and large-eddy simulation
Journal of Fluid Mechanics
2007
84
40
Theory of Compressive Sensing via ℓ 1-Minimization: a Non-RIP Analysis and Extensions
Journal of the Operations Research Society of China
2013
80
41
A unified analysis for a class of long-step primal-dual path-following interior-point algorithms for semidefinite programming
Mathematical Programming
1998
79
42
Primal Discontinuous Galerkin Methods for Time-Dependent Coupled Surface and Subsurface Flow
Journal of Scientific Computing
2009
79
43
Discrete Empirical Interpolation for nonlinear model reduction
2009
78
44
On the solution of the coupled Navier–Stokes and Darcy equations
Computer Methods in Applied Mechanics and Engineering
2009
76
45
Viscous Shock Capturing in a Time-Explicit Discontinuous Galerkin Method
Mathematical Modelling of Natural Phenomena
2011
76
46
Automatic identification of discrete substates in proteins: Singular value decomposition analysis of time-averaged crystallographic refinements
Proteins: Structure, Function and Bioinformatics
1995
72
47
(null)
Annals of Software Engineering
1997
71
48
Automatic domain decomposition of proteins by a Gaussian Network Model
Proteins: Structure, Function and Bioinformatics
2004
71
49
A time-domain decomposition iterative method for the solution of distributed linear quadratic optimal control problems
Journal of Computational and Applied Mathematics
2005
71
50
Direct methods for matrix Sylvester and Lyapunov equations
Journal of Applied Mathematics
2003
70
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