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An Introduction to Data Analysis and Uncertainty Quantification for Inverse Problems
Inverse problems are found in many applications, such as medical imaging, engineering, astronomy, and geophysics, among others. To solve an inverse problem is to recover an object from noisy, usually indirect observations. Solutions to inverse problems are subject to many potential sources of error introduced by approximate mathematical models, regularization methods, numerical approximations for efficient computations, noisy data, and limitations in the number of observations; thus it is important to include an assessment of the uncertainties as part of the solution. Such assessment is interdisciplinary by nature, as it requires, in addition to knowledge of the particular application, metho...
Large-Scale Inverse Problems and Quantification of Uncertainty
This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based approaches to solving inverse problems. The aim is to cross-fertilize the perspectives of researchers in the areas of data assimilation, statistics, large-scale optimization, applied and computational mathematics, high performance computing, and cutting-edge applications. The solution to large-scale inverse problems critically depends on methods to reduce computational cost. Recent research approache...
An Introduction to Data Analysis and Uncertainty Quantification for Inverse Problems
Inverse problems are found in many applications, such as medical imaging, engineering, astronomy, and geophysics, among others. To solve an inverse problem is to recover an object from noisy, usually indirect observations. Solutions to inverse problems are subject to many potential sources of error introduced by approximate mathematical models, regularization methods, numerical approximations for efficient computations, noisy data, and limitations in the number of observations; thus it is important to include an assessment of the uncertainties as part of the solution. Such assessment is interdisciplinary by nature, as it requires, in addition to knowledge of the particular application, metho...
Berliner Ensemble Adaptations
This volume contains Brecht's post-1950 adaptations of world dramatic classics for the Berliner Ensemble. Brecht's remodeled versions show all of the great dramatist's characteristic preoccupations: hatred of personal greatness, admiration of the people and hatred of war unless waged on behalf of the people who, to him, were the embodiment of wisdom and good sense. The Tutor is a 1950s adaptation of an 18th century play by J.M.R. Lenz and is a savage portrait of the subservience of German intellectuals and schoolmasters to the whims of the rich and powerful. Coriolanus is an unfinished adaptation of Shakespeare's play, using the Roman story to reflect Marxist theories of class struggle. Don ...
Drowning in Laws
Since 1943, the lives of Brazilian working people and their employers have been governed by the Consolidation of Labor Laws (CLT). Seen as the end of an exclusively repressive approach, the CLT was long hailed as one of the world's most advanced bodies of social legislation. In Drowning in Laws, John D. French examines the juridical origins of the CLT and the role it played in the cultural and political formation of the Brazilian working class. Focusing on the relatively open political era known as the Populist Republic of 1945 to 1964, French illustrates the glaring contrast between the generosity of the CLT's legal promises and the meager justice meted out in workplaces, government ministries, and labor courts. He argues that the law, from the outset, was more an ideal than a set of enforceable regulations--there was no intention on the part of leaders and bureaucrats to actually practice what was promised, yet workers seized on the CLT's utopian premises while attacking its systemic flaws. In the end, French says, the labor laws became "real" in the workplace only to the extent that workers struggled to turn the imaginary ideal into reality.
Seed Was Planted
"Argues that rural land and labor activism extend back to 1920s, at least in Säao Paulo state. Details interaction of rural workers with Vargas state, the Partido Comunista Brasileiro, Catholic Church, and other actors, and workers' responses to repression after 1964. Important antidote to generally ahistorical analyses of contemporary Movimento dos Trabalhadores Rurais Sem Terra"--Handbook of Latin American Studies, v. 58.
The Rotarian
Established in 1911, The Rotarian is the official magazine of Rotary International and is circulated worldwide. Each issue contains feature articles, columns, and departments about, or of interest to, Rotarians. Seventeen Nobel Prize winners and 19 Pulitzer Prize winners – from Mahatma Ghandi to Kurt Vonnegut Jr. – have written for the magazine.
Chicano Satire
Geographically close to Mexico, but surrounded by Anglo-American culture in the United States, Chicanos experience many cultural tensions and contradictions. Their lifeways are no longer identical with Mexican norms, nor are they fully assimilated to Anglo-American patterns. Coping with these tensions—knowing how much to let go of, how much to keep—is a common concern of Chicano writers, who frequently use satire as a means of testing norms and deviations from acceptable community standards. In this groundbreaking study, Guillermo Hernández focuses on the uses of satire in the works of three authors—Luis Valdez, Rolando Hinojosa, and José Montoya—and on the larger context of Chican...
