Publications by Author: Xu
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Q. Xu
Generalized Adjoint for Physical Processes with Parameterized Discontinuities --- Part I: Basic Issues and Heuristic Examples
Article in Journal of the Atmospheric Sciences, 1996
not yet classified
J. Gao, M. Xue, Z. Wang, K. K. Droegemeier
The Initial Condition and Explicit Prediction of Convection using ARPS Adjoint and Other Retrievals Methods with WSR-88D Data
Conference proceeding, Proceedings of 12th Conference on Numerical Weather Prediction, American Meteorological Society, 1998
not yet classified
Thomas F. Coleman, Wei Xu
Fast (Structured) Newton Computations
Article in SIAM Journal on Scientific Computing, SIAM, 2008
Theory & Techniques:
Sparsity
Brett M. Averick, Richard G. Carter, Jorge J. Moré, Guo-Liang Xue
The MINPACK-2 Test Problem Collection
Mathematics and Computer Science Division, Argonne National Laboratory, 1992
Application Area:
Optimization
Tools:
MINPACK-2
Theory & Techniques:
partial separability, Sparsity
Thomas F. Coleman, Xin Xiong, Wei Xu
Using Directed Edge Separators to Increase Efficiency in the Determination of Jacobian Matrices via Automatic Differentiation
Recent Advances in Algorithmic Differentiation, Springer, 2012
Tools:
ADMAT / ADMIT
Theory & Techniques:
Combinatorics, Computational Graph
F. Schreier, S. Gimeno Garcia, P. Hedelt, M. Hess, J. Mendrok, M. Vasquez, J. Xu
GARLIC - A General Purpose Atmospheric Radiative Transfer Line-by-Line Infrared-Microwave Code: Implementation and Evaluation
Article in J. Quant. Spectrosc. and Radiat. Transfer, 2014
Application Area:
Physics, Atmospheric radiative transfer
Tools:
TAPENADE
J. Xu, F. Schreier, P. Vogt, A. Doicu, T. Trautmann
A sensitivity study for far infrared balloon-borne limb emission sounding of stratospheric trace gases
Article in Geosci. Instrum. Method. Data Syst. Disc., 2013
Application Area:
Physics, Atmospheric remote sensing
Tools:
TAPENADE
F. Schreier, S. Gimeno Garc\'ia, M. Vasquez, J. Xu
Algorithmic vs. finite difference Jacobians for infrared atmospheric radiative transfer
Article in J. Quant. Spectrosc. & Radiat. Transfer VOLUME = 164, 2015
Application Area:
Atmospheric radiative transfer, Atmospheric remote sensing, Radiation, Remote Sensing
Tools:
TAPENADE
Theory & Techniques:
Tangent
Thomas F. Coleman, Wei Xu
Automatic Differentiation in MATLAB Using ADMAT with Applications
SIAM, 2016
Theory & Techniques:
General, Introduction
Wei Xu, Xi Chen, Thomas F. Coleman
The efficient application of automatic differentiation for computing gradients in financial applications
Article in The Journal of Computational Finance, Infopro Digital Services Ltd, 2016
Application Area:
Finance
Tools:
ADMAT / ADMIT
Theory & Techniques:
Hierarchical Approach
Ying Xiao, Ming Xue, William Martin, Jidong Gao
Development of an Adjoint for a Complex Atmospheric Model, the ARPS, using TAF
Automatic Differentiation: Applications, Theory, and Implementations, Springer, 2006
Application Area:
Meteorology
Tools:
TAF

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