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Research and Publications that make use of TAO
Nanoshell-mediated laser surgery simulation for prostate cancer
treatment, Feng, Y., Fuentes, D., Hawkins, A., Bass, J., Rylander, N.R., Elliot, A., Shetty, A., Stafford, R.J., and Oden,
J.T., Engineering with Computers, 25, 3--13, 2009.
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Optimization and real-time control for laser treatment of
heterogeneous soft tissues, Feng, Y., Fuentes, D., Hawkins, A., Bass, J.M., and Rylander, M.N., Computer Methods in Applied Mechanics and Engineering, 2009.
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MRTI-Based Optimization and Real-Time Laser Surgical Control for
Cancer Treatment Using Fast Inverse Analysis Techniques, Feng, Y., Fuentes, D., Hawkins, A., and Oden, J.T., 2008.
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Integration of Ab Initio Nuclear Physics Calculations with
Optimization Techniques, Sosonkina, M., Sharda, A., Negoita, A., and Vary, J.P., Lecture Notes in Computer Science, 5101, 833--842, 2008.
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Optimization and real-time control for laser treatment
of heterogeneous soft tissues, Feng, Y., Fuentes, D., Hawkins, A., Bass, J., and Rylander, M.N., 2008.
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CRF-OPT: An efficient high-quality conditional random field
solver, Chen, M., Chen, Y., and Brent, M.R., Association for the Advancement of Artificial Intelligence, 2008.
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Solution of the nonlinear elasticity imaging inverse problem: the
compressible case, Gokhale, N.H., Barbone, P.E., and Oberai, A.A, Inverse Problems, 24, 045010, 2008.
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Computational infrastructure for the real-time patient-specific treatment of cancer, Diller, K.R, Oden, J.T, Bajaj, C., Browne, J.C, Hazle,
J., Babuska, I., Bass, J., Bidaut, L., Demkowicz, L., Elliot, A., Feng, Y., Fuentes, D., Goswami, S., Hawkins,
A., Khoshnevis, S., Kwon, B., Prodhomme, S., and Stafford, R.J., 2008.
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Mining and Modeling Relations between Formal and Informal Chinese Phrases from Web Corpora, Li, Zhifei and Yarowsky, David, Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 1031--1040, 2008.
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Conformal equivalence of triangle meshes, Springborn, B., Schroder, P., and Pinkall, U., ACM Transactions on Graphics, 27, 3, 2008.
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Adaptive multiscale modeling of polymeric materials with Arlequin
coupling and Goals algorithms, Bauman, P.T., Oden, J.T., and Prudhomme, S., Computer Methods in Applied Mechanics and Engineering, 2008.
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Parameters identification in a seawater intrusion model using
adjoint sensitive method, Tber, M.H., El Alaoui Talibi, M., and Ouazar, D., Mathematics and Computers in Simulation, 77, 2-3, 301--312, 2008.
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Early experiences in application level I/O tracing on blue gene
systems, Seelam, S., Chung, I.H., Hong, D.Y., Wen, H.F., and Yu,
H., 2008.
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Energy minimizers for curvature-based surface functionals, Joshi, P. and Séquin, C., Comput. Aided Design Appl, 4, 5, 607--617, 2007.
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Unconstrained spherical parameterization, Friedel, I., Schröder, P., and Desbrun, M., Journal of Graphics Tools, 12, 1, 17--26, 2007.
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Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms, Xinhua Zhang and Wee Sun Lee, Advances in Neural Information Processing Systems 19, B. Schölkopf, J. Platt, and T. Hoffman, 1585--1592, 2007.
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Discriminative n-gram language modeling, Roark, B., Saraclar, M., and Collins, M., Computer Speech & Language, 21, 2, 373--392, 2007.
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Quasicontinuum-like reduction of DFT calculations of
nanostructures, Negrut, D., Anitescu, M., El-Azab, A., and Zapol, P., J. Nanosci. Nanotechnol, 2007.
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Log-linear models of non-projective trees, k-best MST parsing and
tree-ranking, Hall, K., Havelka, J., and Smith, D.A., 2007.
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Identification of the hydraulic conductivities in a saltwater
intrusion problem, Talibi, M.E.A, Ouazar, D., and Tber, M.H., Journal of Inverse and Ill-posed Problems, 15, 935--954, 2007.
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Tabletop computed lighting for practical digital photography, Mohan, A., Bailey, R., Waite, J., Tumblin, J., Grimm,
C., and Bodenheimer, B., IEEE Transactions on Visualization and Computer Graphics, 13, 4, 652--662, 2007.
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A scalable modular convex solver for regularized risk
minimization, Teo, C.H., Le, Q., Smola, A., and Vishwanathan, S.V.N., ACM, 2007.
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Geometric, variational integrators for computer animation, Kharevych, L., Yong, W., Tong, Y., Kanso, E., Marsden,
J.E., Schroder, P., and Desbrun, M., 2006.
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Activity recognition from physiological data using conditional random fields, Chieu, H.L, Lee, W.S., and Kaelbling, L.P, Singapore-MIT Alliance, 2006.
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Utterance classification with discriminative language modeling, Saraclar, M. and Roark, B, Speech Communication, 48, 3--4, 276--287, 2006.
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Maximum Entropy Models with Inequality Constraints: A Case Study on Text Categorization, J. Kazama and J. Tsujii, Machine Learning, 60, 1-3, 159--194, 2005.
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A Differentiation-Enabled Fortran 95 Compiler, U. Naumann and J. Riehme, ACM Tr. on Mat. Soft., 31, 4, 2005.
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Guiding Unsupervised Grammar Induction Using Contrastive Estimation, Noah A. Smith and Jason Eisner, In Working Notes of the International Joint Conference on Artificial Intelligence, Workshop on Grammatical Inference Applications, 2005.
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Contrastive Estimation: Training Log-Linear Models on Unlabeled Data, Noah A. Smith and Jason Eisner, Proceedings of the Association for Computational Linguistics, 2005.
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Context-Based Morphological Disambiguation with Random Fields, Noah A. Smith, David A. Smith, and Roy W. Tromble, Proceedings of the Conference on Human Language Technology
and Empirical Methods in Natural Language Processing, 2005.
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DFT-Based Nanostructure Investigation, Dan Negrut and Mihai Anitescu, Argonne National Laboratory.
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Discrete Willmore Flow, A.I. Bobenko and P. Schröder, Eurographics Symposium on Geometry Processing, M. Desbrun and H. Pottmann, 2005.
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Unconstrained Spherical Parameterizations, I. friedel, P. Schröder, and M. Desbrun, ACM/SIGGRAPH, 2005.
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Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking, E. Charniak and M. Johnson, Proc. of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), 173--180, Software for Maximum Entropy Discriminative reranking for computational linguistics, 2005.
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Discriminative language modeling with conditional random fields and the perceptron algorithm, B. Roark, M. Saraclar, M. Collins, and M. Johnson, Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL'04), 2004.
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Raising the Level of Programming Abstraction in Scalable
Programming Models, D. Bernholdt, J. Nieplocha, and P. Sadayappan, Proceedings of the HPCA Workshop on Productivity
and Performance in High-End Computing, 2004.
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Relevance Models to Help Estimate Document and Query Models, D. Bodoff, ACM Transactions on Information Systems, 22, 357 - 380, 2004.
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Finite Element Analysis & Design Optimization in a Distributed
Computing Environment, Rajan, S.D., Belegundu, A.D., Lee, D., Damle, A.S., and St. Ville, J, American Institute of Aeronautics and Astronautics, 2004.
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Bilingual Parsing with Factored Estimation: Using English to Parse Korean, David A. Smith and Noah A. Smith, Proceedings of the Conference on Empirical Methods in Natural Language Processing, 49--54, 2004.
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Wide Coverage Parsing with Stochastic Attribute Value Grammars, R. Malouf and G. van Noord, IJCNLP-04 Workshop: Beyond shallow analyses - Formalisms and statistical modeling for deep analyses., 2004.
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Evaluation and extension of maximum entropy
models with inequality constraints, J. Kazama and J. Tsujii, Proceedings of the 2002 Empirical Methods in
Natural Language Processing, 137--144, 2003.
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Client-Server Component Architecture for Scientific
Computing, Hala Dajani, 2003.
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Scalable parallel micromagnetic solvers for magnetic
nanostructures, W. Scholz, J. Fidler, T. Schrefl, D. Suess, R. Dittrich, H. Forster, and V. Tsiantos, Comp. Mat. Sci., 28, 366--383, Parallel Finite Element Micromagnetics Package (magpar), 2003.
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Optimization of A fed-batch fermentation process control
competition problem using the NEOS server, J. Liang and Y.-Q. Chen, Proceedings - Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, 217; Part 5, 427--432, 2003.
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Implementation of a high performance parallel
finite element micromagnetics package, W. Scholz, D. Suess, R. Dittrich, T. Schrefl, V. Tsiantos, H. Forster, and J. Fidler, J. Magn. Magn. Mater., 2004.
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Solving tough optimal control problems by Network Enabled Optimization Server (NEOS), J. Liang, Y.-Q. Chen an M. Meng, and R. Fullmer, Proc. of the 2003 IEEE Intelligent Automation Conference, 2003.
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Nonlinear Conjugate Gradient Methods and Their Implementations by TAO on Dawning 2000-II, J. Wang, X. Chi, and T. Gu, In Inter. Conf. on Parallel Algorithms and Computing Environments (ICPACE) 2003.
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An interactive environment for supporting the transition from simulation to optimization, C. Bischof, H. Busker, B. Lang, and A. Rasch, Sci. Prog., 4, 263--272, 2003.
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Solving nonlinear magnetic problems using Newton trust region
methods, Vande Sande, H., De Gersem, H., Henrotte, F., and Hameyer, K., IEEE Transactions on Magnetics, 30, 3, 1709-1712, 2003.
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Accelerating non-linear time-harmonic problems by a Hybrid
Picard-Newton approach, Vande Sande, H., Boonen, T., De Gersem, H., Henrotte,
F., and Hameyer, K., 2002.
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Efficient Training of Conditional Random Fields, Hanna Wallach, 2002.
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Mechanistic Process Modeling for Subsurface Remediation, S. Yabusaki, S. Bryant, S. Chen, G. Fann, G. Flach, W. Gray, J. Holland, K. Jordan, R. Maier, J. Malard, D. Rector, W. Soll, C. Steefel, A. Tompson, H. Trease, M. Wheeler, and B. Wood, PNNL-14011, Published by Pacific Northwest National Laboratory for the Environmental Molecular Sciences Laboratory, 2002.
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The Sourcebook of Parallel Computing, J. Dongarra, I. Foster, G. Fox, W.
Gropp, K. Kennedy, L. Torczon, and A. White, Elsevier, 2002.
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A comparison of algorithms for maximum entropy parameter
estimation, Robert Malouf, In Sixth Conf. on Natural Language Learning, 49--55, 2002.
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Parallel restricted maximum likelihood estimation for linear
models with a dense exogenous matrix, J. Malard, Parallel Computing, 28, 2, 343--353, ACRE software package for maximum likelihood estimates of covariance matrices, 2002.
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Algorithms for Linguistic Processing. NWO PIONIER Progress Report., L. v. d. Beek, G. Bouma, J. Daciuk, T. Gaustad, R. Malouf, G. v. Noord, R. Prins, and B. Villada, 2002.
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