719 research outputs found

    Production of gaseous fuel by pyrolysis of municipal solid waste

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    Pilot plant tests were conducted on a simulated solid waste which was a mixture of shredded newspaper, wood waste, polyethylene plastics, crushed glass, steel turnings, and water. Tests were conducted at 1400 F in a lead-bath pyrolyser. Cold feed was deaerated by compression and was dropped onto a moving hearth of molten lead before being transported to a sealed storage container. About 80 percent of the feed's organic content was converted to gaseous products which contain over 90 percent of the potential waste energy; 12 percent was converted to water; and 8 percent remained as partially pyrolyzed char and tars. Nearly half of the carbon in the feed is converted to benzene, toluene and medium-quality fuel gas, a potential credit of over $25 per ton of solid waste. The system was shown to require minimal preprocessing and less sorting then other methods

    Accelerating Markov Chain Monte Carlo sampling with diffusion models

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    Global fits of physics models require efficient methods for exploring high-dimensional and/or multimodal posterior functions. We introduce a novel method for accelerating Markov Chain Monte Carlo (MCMC) sampling by pairing a Metropolis-Hastings algorithm with a diffusion model that can draw global samples with the aim of approximating the posterior. We briefly review diffusion models in the context of image synthesis before providing a streamlined diffusion model tailored towards low-dimensional data arrays. We then present our adapted Metropolis-Hastings algorithm which combines local proposals with global proposals taken from a diffusion model that is regularly trained on the samples produced during the MCMC run. Our approach leads to a significant reduction in the number of likelihood evaluations required to obtain an accurate representation of the Bayesian posterior across several analytic functions, as well as for a physical example based on a global analysis of parton distribution functions. Our method is extensible to other MCMC techniques, and we briefly compare our method to similar approaches based on normalizing flows. A code implementation can be found at https://github.com/NickHunt-Smith/MCMC-diffusion.Comment: 21 pages, 8 figures, 1 tabl

    Az Istállós-kői-barlang ásatásának folytatása és a Bükki Aurignaci kérdése = Continuation of Excavating Istállós-kő Cave and Problem of Bükk Aurignacian

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    A T046892 OTKA pályázat kutatási programja keretében 2004-2005-ben sikerült tovább folytatni az Istállós-kői-barlang, 2005-2006-ban pedig a Herman Otto-barlang revíziós ásatását elvégezni. A program keretében lehetőség nyílt a teljes Bükki-Aurignacien kultúra techno-tipológiai és komplex rétegtani-őskörnyezettani, kronológiai és paleoetnológiai feldolgozására. Szerencsés módon William Davies (University of Southampton) és Marcel Otte (Universite de Liege) C14 programjával együttműködve, több új radiometrikus kormeghatározást elvégezni a Bükki-Aurignacien kultúrával kapcsolatban. Így sor került a különleges jelentőségű Miskolc-Tapolcai-kőfülke Aurignacien koponyaleletének C14 kormeghatározására is. Az eredményeket több konferencián és publikációban mutattuk be. | The number T46892 research program funded by the OTKA, included further excavations and revisions of two main sites: the Istallós-kő (2004-2005) and the Otto Herman Cave (2005-2006). The detailed research program on the Aurignacien Culture in the Bükk Mountains, involved processing all the available data; such as the techno-tipological and the complex stratigraphical-paleoenvironmental, the chronological and the paleoethnological. Working closely with other research programs led by William Davies (University of Southampton) and Marcel Otte (Universite de Liege) we were able to perform many new C14 radiometric dating. Among others, the extremely significant one was done on the occipital bone found in Miskolc-Tapolca's Rockshelter. We have presented the results and conclusions in many conferences and in publications

    Social democracy, embeddedness and decommodification: On the conceptual innovations and intellectual affiliations of Karl Polanyi

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    Of the several debates that revolve around the work of the economic historian and political economist Karl Polanyi, one that continues to exercise minds concerns his analysis of, and political attitudes toward, post-war capitalism and the welfare state. Simplified a little, it is a debate with two sides. To borrow Iván Szelényi's terms, one side constructs a ‘hard’ Karl Polanyi, the other a ‘soft’ one. The former advocated a socialist mixed economy dominated by redistributive mechanisms. He was a radical socialist for whom the market should never be the dominant mechanism of economic coordination. His ‘soft’ alter ego insisted that the market system remain essentially intact but be complemented by redistributive mechanisms. The ‘double movement’ – the central thesis of his ‘Great Transformation’ – acts, in this reading, as a self-correcting mechanism that moderates the excesses of market fundamentalism; its author was positioned within the social-democratic mainstream for which the only realistic desirable goal is a regulated form of capitalism. In terms of textual evidence there is much to be said for both interpretations. In this article I suggest a different approach, one that focuses upon the meaning of Polanyi's concepts in relation to their socio-political and intellectual environment
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