85 research outputs found

    Serving the nation for fifty years: 1952 - 2002 Lawrence Livermore National Laboratory, fifty years of accomplishments

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    Science and Technology Review October 2000

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    Monte Carlo Modeling of High-Energy Film Radiography

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    Supernova Hydrodynamics on the Omega Laser

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    DOE R and D data tracking base

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    Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA

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    Breast cancer is a major cause of death and morbidity among women all over the world, and it is a fact that early detection is a key in improving outcomes. Therefore development of algorithms that aids radiologists in identifying changes in breast tissue early on is essential. In this work an algorithm that investigates the use of principal components analysis (PCA) is developed to identify suspicious regions on mammograms. The algorithm employs linear structure and curvelinear modeling prior to PCA implementations. Evaluation of the algorithm is based on the percentage of correct classification, false positive (FP) and false negative (FN) in all experimental work using real data. Over 90% accuracy in block classification is achieved using mammograms from MIAS database

    Shock and detonation modeling with the Mie-Grüneisen equation of state

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    We consider the numerical simulation of inviscid reactive flows with application to high density explosive detonation. The numerical model is based on the Euler equations and the Mie-Grüneisen equation of state extended to treat chemical energy release and expanded states. The equations are computed with a Roe-Glaister solver on a Cartesian mesh. We present results for two substances, a binder and an explosive. Our solution method is verified against the exact solution of the shock tube problem for solid materials. We show under what conditions a "physical" expansion shock can appear in this example. We then address the problem of modeling expanded states, and show results for a two-dimensional shock distraction around a sharp corner. In the last part of the paper, we introduce a detonation model that extends the Mie-Grüneisen equation of state to enable high explosive simulations without the complexity of mixture equations of state. We conclude with two examples of corner-turning computations carried out with a pressure-dependent reaction rate law

    Multiple programs: essential to the scientific vitality of the DOE Defense Program Laboratories

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