We apply an online optimization process based on machine learning to the production of Bose-Einstein condensates. BEC is typically created with an exponential evaporation ramp that is optimal for ergodic dynamics with two-body s-wave interactions and no other loss rates, but likely sub-optimal for real experiments. Through repeated machine-controlled scientific experimentation and observations our ’learner’ discovers an optimal evaporation ramp for BEC production. In contrast to previous work, our learner uses a Gaussian process to develop a statistical model of the (...) relationship between the parameters it controls and the quality of the BEC produced. We demonstrate that the Gaussian process machine learner is able to discover a ramp that produces high quality BECs in 10 times fewer iterations than a previously used online optimization technique. Furthermore, we show the internal model developed can be used to determine which parameters are essential in BEC creation and which are unimportant, providing insight into the optimization process of the system. (shrink)

The book opens with a description of the smooth transition from Newtonian to Einsteinian behaviour from electrons as their energy is progressively increased, ...

Textes de philosophes français et britanniques issus du colloque tenu à l'Université de Nantes en 1998. Ils sont consacrés à la philosophie analytique de la religion et abordent des sujets tels que la nature et la justification des croyances religieuses, la question du mal, celles des preuves de l'existence de Dieu, de la théodicée, du langage religieux, du miracle, de la prière, etc.

Thomas Hobbes is recognized as one of the fathers of modern philosophy and political theory. In his own time he was as famous for his work in physics, geometry, and religion. He associated with some of the greatest writers, scientists, and politicians of his age. Martinich has written a complete and accessible biography of Hobbes. The book takes full account of the historical and cultural context in which Hobbes lived, drawing on both published and unpublished sources. It will be a (...) great resource for philosophers, political theorists and historians of ideas. The clear, crisp prose style will also ensure that the book appeals to general readers with an interest in the history of philosophy, the rise of modern science and the English Civil War. (shrink)

Ernst Tugendhat's major work, Vorlesungen zur Einführung in die sprachanalytische Philosophie, was translated into English in 1982. Although trained in Heideggerian phenomenological and hermeneutical thinking, Tugendhat increasingly came to believe that the most appropriate approach to philosophy was an analytical one. This influential work grew from that conviction and brought new perspectives to some of the central and abiding questions of metaphysics and the philosophy of language. Presented in a fresh twenty-first-century series livery, and including a specially commissioned preface written (...) by Hans-Johann Glock, illuminating its enduring importance and relevance to philosophical enquiry, this impressive work has been revived for a new generation of readers. (shrink)