Dissertations / Theses on the topic 'Double Dare'
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Langer, Sacha B. "Defining Dark Romanticism: The Importance of Individualism and Hope in the American Dark Romantic Movement." Scholarship @ Claremont, 2015. http://scholarship.claremont.edu/scripps_theses/636.
Full textPattavina, Luca. "Radon-induced surface contaminations in neutrinoless double beta decay and dark matter experiments." Phd thesis, Université Claude Bernard - Lyon I, 2011. http://tel.archives-ouvertes.fr/tel-00640789.
Full textMarzioni, Maria Francesca. "Axion dark matter and two-neutrino double electron capture searches in the Large Underground Xenon experiment." Thesis, University of Edinburgh, 2018. http://hdl.handle.net/1842/31054.
Full textAgnes, Paolo. "Direct search for dark matter with the DarkSide experiment." Thesis, Sorbonne Paris Cité, 2016. http://www.theses.fr/2016USPCC279/document.
Full textA wide range of observational evidence suggests that the matter content of the Universe is dominated by a non-baryonic and non-luminous component: dark matter. One of the most favored candidate for dark matter is a big-bang relic population of Weakly Interacting Massive Particles (WIMPs). The DarkSide program aims to the direct detection of WIMPs with a dual-phase liquid argon TPC and a background free exposure. The first phase of the experiment, DarkSide-50, is running since Oct 2013 and has (46 ± 0.7) kg active mass. A first run, with an atmospheric argon fill (AAr), provided the most sensitive limit ever obtained by an argon-based experiment. The current run, with an underground argon fill (UAr, depleted in Ar-39), represents a milestone towards the construction of DarkSide-20k, a low-background dual-phase TPC with a fiducial mass of 20 t. This work is been mainly devoted to the description of G4DS, the DarkSide Monte Carlo simulation, and to its applications. G4DS is a GEANT4-based simulation, it provides the geometry description of each detector of the DarkSide program, it is tuned to reproduce the DarkSide-50 response at the percent level and incorporates a custom model for ionization and scintillation mechanisms in liquid argon, tuned on real data. The principal applications of the simulation include the estimate of the neutron and gamma backgrounds for DarkSide-50, the measurement of the Ar-39 depletion factor in UAr with respect to AAr and the design studies for DarkSide-20k
Pyarelal, Adarsh, and Adarsh Pyarelal. "Hidden Higgses and Dark Matter at Current and Future Colliders." Diss., The University of Arizona, 2017. http://hdl.handle.net/10150/624536.
Full textBrowning, Phillip W. "Agronomic and Economic Comparison of Full-Season and Double-Cropped Small Grain and Soybean Systems in the Mid-Atlantic USA." Thesis, Virginia Tech, 2011. http://hdl.handle.net/10919/32725.
Full textMaster of Science
Beian, Mussie Thomas. "Spectral evidence for a condensate of dark excitons in a trap." Thesis, Paris 6, 2016. http://www.theses.fr/2016PA066671.
Full textSpatially indirect excitons, being composite bosons, are attractive candidates to explore correlated many-body systems. They possess an inherent electric dipole and a four-fold spin manifold. Indirect excitons are expected to form a BEC below a few Kelvins. Recent theoretical results show this condensation must occur in optically dark states. Interactions, however, can lead to a coherent coupling to a bright population, rendering the condensate accessible through its PL. Here we report on a cold gas of indirect excitons in coupled quantum wells. indirect excitons are photo-generated through pulsed laser excitation. Indirect excitons are confined in an electrostatic traps. Thus, we are able to observe an anomaluos depletion of the bright state population for a fixed gas density at lower bath temperatures. This stands in stark contrast to the expected classical behavior of a cold gas of indirect excitons obeying Maxwell-Boltzmann statistics. The experimental results are confirmed by a phenomenological model showing that condensation into the dark state is compatible with the observed anomalous darkening. Reducing the gas temperature should reinforce these signatures. However, in GaAs exciton-phonon interaction is strongly reduced for sub-Kelvin temperatures. We have thus developed a technique to control the indirect excitons confinement in-situ. Our method does not increase the gas temperature and thus paves the way towards the exploration of evaporative cooling for indirect excitons
Yamashita, Masaki. "Dark matter search experiment with double phase Xe detector = Nisōgata kisenon kenshutsuki ni yoru ankoku busshitsu tansaku jikken /." Electronic version of text Electronic version of summary Electronic version of examination, 2003. http://www.wul.waseda.ac.jp/gakui/honbun/3630/.
Full textBraglia, Matteo. "Initial conditions for cosmological perturbations in scalar-tensor dark-energy models." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2017. http://amslaurea.unibo.it/13860/.
Full textHeffner, Steven (Bassist). "An Analysis of Dave Holland's Free Improvisation in "Waterfall" and Its Pedagogical Applications for Bassists in Avant-Garde Performance." Thesis, University of North Texas, 2019. https://digital.library.unt.edu/ark:/67531/metadc1609128/.
Full textVertongen, Gilles. "The fall and rise of antimatter: probing leptogenesis and dark matter models." Doctoral thesis, Universite Libre de Bruxelles, 2009. http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/210200.
Full textAmong the possible mechanism which could be responsible for the creation of such a matter asymmetry, leptogenesis is particularly attractive because it only relies on the same ingredients previously introduced to generate neutrino masses. Unfortunatelly, this elegant proposal suffers from a major difficulty :it resists to any tentative of being probed by our low energy observables. In this thesis, we tackle the problem the other way around and propose a way to falsify this mechanism. Considering the type-I leptogenesis mechanism, i.e. a mechanism based on the asymmetric decay of right-handed neutrinos, in a left-right symmetric framework, we show that the observation of a right-handed gauge boson W_R at future colliders would rule out any possibility for such mechanism to be responsible of the matter asymmetry present in our Universe.
Another intriguing question that analyses of the anisotropies of the CMB confirmed is the presence of a non-baryonic component of matter in our Universe, i.e. the dark matter. As hinted by observations of galactic rotation curves, it should copiously be present in our galactic halo, but is notoriously difficult to detect directly. We can take advantage on the fact that antimatter almost disappeared from our surroundings to detect the contamination of cosmic rays from standard sources the annihilation products of dark matter would produce.
The second subject tackled in this work is the study of the imprints the Inert Doublet Modem (IDM) could leave in (charged) cosmic rays, namely positrons, antprotons and antideuterons. This model, first proposed to allow the Bout-Englert-Higgs particle to evade the Electroweak Precision Test (EWPT) measurements, introduces an additional scalar doublet which is inert in the sense that it does not couple directly to fermions. This latter property brings an additional virtue to this additional doublet :since it interacts weakly with particles, it can play the role of dark matter. This study will be done in the light of the data recently released by the PAMELA, ATIC and Fermi-GLAST collaborations, which reported e^± excesses in two different energy ranges.
Doctorat en Sciences
info:eu-repo/semantics/nonPublished
Therreau, Chloé. "Analyse de données de l'expérience XENON1T : Calibration des reculs électroniques pour des énergies comprises entre quelques keV et 3 MeV." Thesis, Ecole nationale supérieure Mines-Télécom Atlantique Bretagne Pays de la Loire, 2020. http://www.theses.fr/2020IMTA0191.
Full textIn the last century, several astrophysical observations have provided strong evidence of the existence of dark matter in the Universe. This dark matter, non-luminous and weakly interactive with ordinary matter, is responsible for 80% of the Universe’s mass and could be composed of massive particles called WIMPs. XENON1T is a direct dark matter experiment. It consists of a dual-phase time projection chamber filled with liquid xenon and is operating in an ultra-low background environment. XENON1T was designed to detect the elastic WIMP-xenon nucleus scattering. The rare and low energy signals produced by such interaction ask for a well-known response of the detector and for a long period of data taking. Regular calibration, using an internal source of Kr-83m, were thus carried out to monitor the detector stability. Thanks to the ultra-low background environment, XENON1T allows studying other rare processes. Among them, the search for neutrinoless double ß decay, meant to probe the nature of neutrinos, is a possible perspective thanks to the natural presence of the Xe-136, a double ß decay isotope. The signal expected is an electronic recoil at higher energy with respect to dark matter searches. A dedicated analysis was carried out in order to reconstruct high energy events, allowing to reach the best energy resolution obtained in an experiment using liquid xenon in the region of interest for neutrinoless double ß decay
Toschi, Francesco. "Study of the electronic recoil background of the XENON1T experiment." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2018. http://amslaurea.unibo.it/15785/.
Full textLacasa, Benito Isabel. "Análisis de la población doble haploide de cebada procedente del cruzamiento de Albacete × Plaisant para el estudio de la translocación recíproca presente en Albacete." Doctoral thesis, Universitat de Lleida, 2012. http://hdl.handle.net/10803/104115.
Full textSe analizó una población doble haploide de cebada procedente del cruzamiento de Albacete y Plaisant para llevar a cabo la caracterización de la translocación cromosómica recíproca presente en Albacete y valorar su posible relación con la resistencia de esta variedad a ambientes extremos de frío y sequía. La construcción de un mapa saturado, con marcadores SSR y DArT, y la hibridación in situ fluorescente (FISH) en preparaciones cromosómicas de Albacete determinaron que los cromosomas implicados en la translocación recíproca eran el 1H y el 3H. Para valorar la relación de la translocación recíproca con caracteres de interés agronómico se realizaron ensayos en dos localidades durante un periodo de dos años. El carácter peso de mil granos mostró ser significativamente superior en las líneas doble haploides portadoras de la translocación recíproca. Se detectaron también importantes QTLs para los caracteres vigor inicial, fecha de encañado, fecha de espigado, fase de elongación del tallo y fase de llenado de grano
A double haploid population derived from a cross between two barley cultivars widely grown in Spain, Albacete and Plaisant, was used to characterized the reciprocal chromosomal translocation present in Albacete. The possible relation between this translocation and the drought tolerance present in Albacete was analyzed. A genotyping process, with SSR and DArT markers, and a fluorescence in situ hybridization (FISH), in chromosome preparations of Albacete cultivars, confirmed the presence of a reciprocal translocation between the chromosomes 1H and 3H. In order to assess the relation of the reciprocal translocation with important agronomical traits, different trials were carried out in two locations in two growing seasons. The 1000-kernel weight was significantly higher in DH lines carrying the reciprocal translocation. Moreover, significant QTLs were detected for early vigour, jointing, heading date, stem elongation and grain filling.
Wang, Chia-Hsing. "Three essays on economics of quality in agricultural markets." The Ohio State University, 2004. http://rave.ohiolink.edu/etdc/view?acc_num=osu1069824697.
Full textSadeque, Abdus. "Genetic mapping of noodle quality characters and rust resistance in hexaploid wheat." University of Sydney, 2008. http://hdl.handle.net/2123/3795.
Full textPolyphenol oxidase (PPO) catalyses undesirable darkening in wheat products such as Asian noodles. Genetic variation for PPO activity is characterized in bread wheat. Australian wheat breeding programmes recognize that reduced PPO activity is an important quality target. Despite this interest from breeders, no varieties possessing extremely low and null PPO activity exist. The development of null PPO wheat varieties is dependant on an understanding of the genetic control of the null phenotype. Knowledge of these factors will accelerate efforts to develop them. The inheritance of PPO activity was investigated in two populations that were derived from hybrids between a null PPO genotype and Australian wheat varieties Lang and QAlBis. Observed genetic ratios were consistent with two and three gene control, respectively in these populations. QTL mapping was performed in the QALBis x VAW08-A17 population. The Diversity Array Technology (DArT) approach was employed to genotype the QALBis x VAW08-A17 population. Three highly significant QTLs that control PPO activity were identified on chromosomes 2AL, 2BS and 2DL. Close associations between PPO activity and DArT marker loci wPt-7024, wPt-0094 and wPt-2544 were observed, respectively. Collectively, these loci explained 74% of the observed variation in PPO activity across seasons. Significant QTLs on chromosomes 1B and 3B were also identified that together explained an additional 17% of variation in PPO activity. The relationship between PPO activity and yellow alkaline noodles (YAN) colour stability parameters was investigated in a DM5637*B8 x H45 doubled haploid population. PPO activity and changes in YAN brightness (ΔL* 0-24h) and yellowness (Δb* 0-24h) in both seasons were analysed. Quantitative trait analyses of PPO activity, flour yellowness (b*) and YAN colour stability was also conducted in this population. QTL mapping of variation in PPO activity in the DM5637*B8 x H45 DH population identified a highly significant QTL on chromosome 2AL, which explained 52% of the observed variation across seasons. Regression analysis identified that wPt-7024 was highly significantly associated with PPO activity in this population. A highly significant association between this marker and PPO was also identified in the QALBis x VAW08-A17 population. Collectively, the three identified QTLs (on chromosomes 2AL, 7A and 7B) explained 71% of variation in PPO activity across seasons. A highly significant (P<0.001) QTL on chromosome 2B along with significant (P<0.01) QTLs on the chromosomes 1A, 3B, 4B and 5B were found to control flour yellowness. The QTLs on 2B, 4B and 5B were detected in both seasons analysed and accounted for 90% of variation in flour b* across seasons. The study on YAN colour stability located two highly significant (P<0.001) QTLs and two significant (P<0.01) QTLs that controlled the change in brightness of yellow alkaline noodle. The 2A QTL accounted for 64% of observed variation across seasons. It was in the same location as the PPO QTL and shared a common closest marker wPt-7024. Only one significant QTL for YAN a* (0-24h) was identified. It accounted for 12% of variation across seasons and was only detected in one season. One highly significant (P<0.001) QTL and two significant (P<0.01) QTLs were identified that controlled the change in yellowness of yellow alkaline noodle. The 2A QTL accounted for 68% of observed variation across seasons. The location of this QTL corresponded with that of 2A QTLs for PPO activity and L* of YAN in this study. Furthermore, wPt-7024 was also identified as the marker with the most significant association with L*. The identification of a correlation between the characters and a common location of a highly significant QTL for each of these characters indicates that it is likely that PPO activity is directly responsible for a large proportion of the changes in brightness and yellowness of YAN. QTLs for L* and b* of YAN were detected in a common location on chromosome 1A. However, no corresponding QTL was identified that controls PPO activity, highlighting the complexity of the relationship between these traits. Resistance to three rust pathogens (Puccinia graminis, Puccinia striiformis, and Puccinia triticina) was also investigated in the DM5637*B8 x H45 DH population because they are major yield limiting diseases in wheat. Disease response data at the seedling stage were converted to genotypic scores for rust genes Sr24/Lr24, Sr36, Lr13 and Yr7 to construct a genetic linkage map. No recombination was observed between rust resistance genes Sr36, Lr13 and Yr7 in this DH population. Therefore, these genes mapped in the same position on chromosome 2B. The Lr24/Sr24 locus was incorporated into the chromosome 3D map. Interval mapping analysis identified QTLs on chromosomes 2B, 3B, 4B and 5B that control adult plant resistance (APR) to stripe rust. Two QTLs on chromosomes 2B and 3D were identified that controlled APR to leaf rust in this DH population.
Landais, Clotilde. "La métatextualité du fantastique obvie nord-américain de l'extrême contemporain : la représentation littéraire de l'écrivain et de son double dans les romans de Stephen King et Patrick Sénécal." Paris 3, 2008. http://www.theses.fr/2008PA030012.
Full textThrough a study of the representation of the fictitious writer and his doppelganger in two works of fiction by the U. S. Author Stephen King, the novel The Dark Half and the novella “Secret Window, Secret Garden,” and in two novels by the Quebec author Patrick Senécal, Sur le seuil and Aliss, I examine the possible metafictionality of contemporary North-American horror fiction. Drawing upon methods in literary analysis and textual interpretation, I show that, in these four texts, these two horror fiction authors use the same writing techniques as mainstream authors do – autorepresentation, intertextual references, transgression of narrative levels, and highlighting of a text’s fictionality. Thus, King and Senécal conduct a literary reflection on the artistic identity of the writer, on writing, and on the genre itself, without abandoning the horrific descriptions which characterize horror fiction. Although critics do make a clear distinction between horror fiction and fantastic fiction, the line between them can sometimes be blurred. Indeed, my study points out that a strong level of horrific description does not necessarily exclude a strong level of metafiction. Moreover, since the emphasis on a text’s fictionality resulting from the metafictional reflection does not ruin the fantastic effect, I argue that, unlike horrific descriptions, which are limited to horror fiction, metafictionality is inherent to the fantastic genre as a whole
Luiz, Vivian Ventura Ferreira. "Matéria escura e o modelo do dubleto inerte." Universidade Estadual Paulista (UNESP), 2017. http://hdl.handle.net/11449/154264.
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
O problema da matéria escura é uma das questões abertas da cosmologia e da física de partículas. Inúmeras observações, em diferentes escalas astronômicas, sustentam que a quantidade de matéria luminosa presente não é capaz de explicar o comportamento observado. A solução para esta inconsistência foi obtida através da introdução de uma nova forma de matéria que, não interagindo com a luz, foi intitulada por matéria escura. O Modelo Padrão da Cosmologia indica que esta componente contribui com mais de 80% da densidade de matéria no Universo, deve ser estável, não relativística e sua densidade relíquia deve combinar com as medidas obtidas pelas flutuações da CMB. Apesar disso, a natureza da matéria escura ainda é um mistério. Entre as partículas candidatas à matéria escura os mais populares são os chamados WIMPs. Esta espécie é considerada uma relíquia térmica e podem fornecer uma abundância compatível com a observada. Nesta direção, o presente trabalho então, trata uma extensão do Modelo Padrão da Física de Partículas, uma vez que este modelo não fornece nenhuma partícula apropriada à matéria escura, chamada Modelo do Dubleto Inerte, que é obtido adicionando um novo dubleto escalar por meio de uma simetria Z_2 que desenvolve uma configuração de vácuo trivial. Dentro do novo espectro de partículas estudamos aquela que parece propor um candidato viável à matéria escura.
The problem of dark matter is one of the open questions of cosmology and particle physics. Several observations, at different astronomical scales, maintain that the amount of light matter present is not able to explain the observed behavior. The solution to this inconsistency was obtained by introducing a new form of matter which, not interacting with light, was titled as dark matter. The Standard Model of Cosmology indicates that this component contributes with more than 80% of the matter density in the Universe, must be stable, non relativistic and its relic density should match with the measurements obtained by the fluctuations of the CMB. Despite this, the nature of dark matter is still a mystery. Among the candidate particles for dark matter the most popular are the so-called WIMPs. This species is considered a thermal relic and can provide an abundance compatible with that observed. In this direction, the present work then deals with an extension of the Standard Model of Particle Physics, since this model does not provide any particle appropriate to dark matter, called Inert Doublet Model, which is obtained by adding a new scalar doublet through a Z_2 symmetry that develops a trivial vacuum configuration. Inside this new spectrum of particles we study the one that seems to propose a viable candidate to the dark matter.
Josekutty, Puthiyaparambil Chacko. "Defining the genetic and physiological basis of Triticum sphaerococcum Perc." Thesis, University of Canterbury. Biological Sciences, 2008. http://hdl.handle.net/10092/2487.
Full textAriyawansa, Gamini. "Semiconductor Quantum Structures for Ultraviolet-to-Infrared Multi-Band Radiation Detection." Digital Archive @ GSU, 2007. http://digitalarchive.gsu.edu/phy_astr_diss/17.
Full textLiang, Hua-Min, and 梁華旻. "Study on the Property of Double King Dark Chess." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/24273008569042704954.
Full text國立東華大學
資訊工程學系
102
Chinese Dark Chess (CDC) is an exciting fast tempo stochastic board game with simple rule. CDC is not as popular as Go and Chess due to the result heavily influenced by luck. This reduces varied workable player strategies. As a result, lack of varied game depth cannot attract players for long-lasting. "Double King Dark Chess" (DKDC) is proposed to improve its constitution to overcome the drawback of CDC. Experimental results show that the game depth of DKDC is more deeper than CDC game depth. In addition, for solving the derivative problem of high draw rate, effective countermeasures are provided. A modified DKDC game depth is more deeper than CDC one. Therefore, reducing the impact of luck enriches varied workable player strategies, increases game depth and attracts players for long-lasting. In the future, we hope DKDC to be generalized widely in the world.
Balan, Cătălin. "Contribution to the scintillation detection optimization in double phase detectors for direct detection of dark matter." Doctoral thesis, 2015. http://hdl.handle.net/10316/27325.
Full textNa última década, foram feitos grandes progressos no desenvolvimento dos detetores de deteção direta das partículas que constituem a matéria negra. Com estratégias do aumento gradual do volume do alvo e, simultaneamente, de redução dos níveis de fundo, a experiência XENON obteve resultados muito bons e perspetivas promissoras para a deteção de matéria negra. Tarefas relativas à análise de dados experimentais adquiridos com o detetor de dupla fase em uso, assim como as simulações do campo elétrico, desenvolvimento, montagem e testes para o próximo detetor XENON1T, assim como a participação regular na manutenção geral e monitorização do protótipo atual XENON100 no LNGS, constituiram o plano de trabalhos para as atividades de investigação do presente doutoramento e a minha contribuição para a otimização da deteção de cintilação nos detetores da experiência XENON. A necessidade de alcançar níveis elevados de sensibilidade, requer inovação em todos os aspetos físicos do detetor, assim como a redução de todas as fontes de radioatividade que contribuem para o fundo. O modo mais indicado de operação para os detetores com enchimento a Xe no estado líquido e gasoso envolve a medição da cintilação primária e da secundária provenientes da interação das partículas no Xe líquido. A razão entre estes dois sinais permite diferenciar claramente a maior parte dos eventos correspondentes as fundo dos eventos correspondentes a WIMPs. Deste modo, a leitura dos sinais correspondentes à cintilação é de extrema importância. A amplitude do sinal de cintilação antes dos fotossensores é maximizada através da otimização de vários parâmetros, tais como a geometria do alvo do detetor, a transparência das grelhas dos elétrodos, a uniformidade do ganho em cintilação secundária e a utilização de material reflectivo para cobrir as superfícies que não são fotossensíveis.
In the past decade, tremendous advances have been made in the development of detectors to be used for direct interaction of dark matter particles. With the gradual increase of target fiducial mass and simultaneous reduction of background levels strategies, XENON experiment achieved very good results and promising perspectives for direct Dark Matter detection. Tasks regarding analysis of experimental data acquired with the actual double-phase detector, as well as electric field simulations, development, assembly and tests of the next XENON1T detector and the regular participation in general maintenance and monitoring of the actual XENON100 prototype at LNGS, constituted the work plan of this PhD research activity and my contribution for optimizing the scintillation detection in XENON detectors. The need to achieve extremely low sensitivities demands for innovation in all aspects of detector physics, such as reducing all sources of radioactivity background. The favored mode of operation for the liquid/gas Xe-based detector involves measuring both primary and secondary scintillation from particle interaction in the liquid. The ratio of these signals allows to clearly differentiate the majority of the background and WIMP events. The scintillation readout is, then, of utmost importance. The scintillation signal amplitude before the photo-sensors is maximized also by the optimization of several parameters such as the detector target geometry, electrode meshes transparency, secondary scintillation gain uniformity and reflective material used to cover the non-photosensitive surfaces.
Li, Wen-Tai, and 李文太. "Design and Implementation of an Embedded Monitor System for Detection of a Patient’s Breath by Double Webcams in the Dark." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/49008500628089075119.
Full text輔仁大學
電子工程學系
98
n this paper we use both an embedded system and double Webcams to design an embedded monitor system for breath detection (EMSFBD) which monitors and records the patient’s breath in the dark and sends the information to a specific server through the Internet. Our design uses image processing methods to monitor and record human breath fluctuation and to calculate the breath rate. If the breath rate is too low, too fast or if an individual’s breathing stops for more than 10 seconds, our design sends out an alarm signal. Our EMSFBD consists of two parts. For the first part double Webcams are used to capture images and to transmit them to an embedded board. For the second part an image processing program using the temporal differencing algorithm to detect chest expansion and contraction to determine the breath rate is installed in the embedded board.
Braz, Paulo Alexandre Brinca da Costa. "Sensitivity to the 0νββ decay of 136Xe and development of Machine Learning tools for pulse classification for the LUX-ZEPLIN experiment." Doctoral thesis, 2021. http://hdl.handle.net/10316/95274.
Full textAn elusive form of matter that does not interact via electromagnetic or strong forces permeates the known Universe, and is therefore designated as "dark". This dark matter (DM) is responsible for the evolution of cosmic structures, the cohesion of galaxies and galaxy clusters, and represents around a quarter of the total content of the Universe. Several state-of-the-art experiments are currently searching for dark matter in the form of weakly interacting massive particles (WIMPs), using ultra-low background "observatories" where one of these particles could interact with a material target and produce a readable signature. The LZ experiment is a 10 tonne dark matter detector expected to begin operations in early 2021, that aims to surpass the current world-leading limit on the WIMP-nucleon interaction cross section by more than one order of magnitude. The design of LZ features a dual-phase xenon time projection chamber (TPC) and two additional instrumented veto detectors encompassing the TPC for improved background reduction and active shielding. The projected sensitivity of LZ to the spin-independent WIMP-nucleon scattering cross-section is 1.4×10^{-48} cm^2 for a 40 GeV/c^2 mass WIMP. LZ has the potential to study and discover a wide range of new physics. The inner portions of the TPC of LZ will be one of the most "quiet" environments where rare event searches can be performed. The ultra-low background required for dark matter searches allows LZ to be potentially sensitive to other rare events such as neutrinoless double beta decay of some xenon isotopes, axion interactions or coherent neutrino-nucleus scattering, all of which were not yet observed. The projected sensitivity of LZ to the half-life of the neutrinoless double beta decay of 136Xe is presented in this document. For an exposure of 1360 kg·year, a sensitivity to the half-life of 1.06×10^{26} years with a 90% confidence level is obtained. The projected sensitivity to this same decay from a dedicated run with a 90% 136Xe enriched target and an exposure of 13.8 tonne·year is 1.06×10^{27} years. The development of pulse classification tools for the data processing framework of LZ (LZap) is also presented in this document. These tools represent the groundwork for pulse classification in LZ, both in the form of dedicated heuristics algorithms and machine learning implementations. The Heuristics Algorithm for Discrimination of Event Substructures (HADES) developed in the context of this work is currently the default pulse classification tool in LZap, and provides a measured overall classification accuracy of 98.58% across all pulse topologies in LZ simulated data. The RFClassifier and the TriNet pulse classification tools are two machine learning implementations that use a random forest model and an ensemble of artificial neural networks, respectively, that are aimed at assisting HADES and potentially replacing it in LZap. The RFClassifier algorithm achieved a classification accuracy of 99.37% over LZ simulated data when combined with a powerful clustering analysis using Gaussian mixture models (GMMs). The TriNet algorithm was trained using the results from HADES and achieved a classification accuracy of 95.56% against the GMM clustering results, but demonstrated that it could generalize its results beyond HADES.
Uma forma de matéria que não interage através das forças eletromagnética e forte, por isso designada por matéria "escura", permeia o universo visível. Esta matéria escura (ME) representa cerca de um quarto do conteúdo total do universo e é responsável pela evolução das estruturas cósmicas e pela coesão das galáxias e dos aglomerados de galáxias. Várias experiências de ponta procuram pela matéria escura na forma de WIMPs (weakly interacting massive particles na sigla inglesa), usando "observatórios" com fundos radiogénicos e cosmogénicos extremamente reduzidos onde uma destas partículas pode interagir com um material alvo e produzir um sinal mensurável. A experiência LZ é um detetor de matéria escura com 10 toneladas que deverá iniciar operações no início de 2021 e cujo principal objetivo é melhorar o atual limite de exclusão da secção eficaz de interação WIMP-nucleão por mais de uma ordem de grandeza. LZ é composto por uma câmara de projeção temporal (TPC) de duas fases de xénon e por dois detetores adicionais que envolvem a TPC e são usados como vetos, a fim de reduzirem ativamente sinais indesejados (fundos) da experiência. A sensibilidade estimada de LZ à secção eficaz da interação WIMP-nucleão independente de spin é de 1.4×10^{-48} cm^2 para uma WIMP de 40 GeV/c^2 de massa. Para além da matéria escura, LZ tem o potencial de estudar, e talvez descobrir, uma grande variedade de novos processos físicos raros. A região mais interna da TPC de LZ será um dos ambientes mais "calmos" onde o estudo destes processos raros é possível. Os fundos extremamente baixos de LZ permitem-lhe ter uma boa sensibilidade a processos raros nunca observados como o decaimento beta duplo sem emissão de neutrinos de alguns isótopos de xénon, interações de axiões ou dispersão elástica coerente neutrino-núcleo. A sensibilidade de LZ à meia-vida do decaimento beta duplo sem emissão de neutrinos do 136Xe é apresentada neste documento. Para uma exposição de 1360 kg·ano, a sensibilidade estimada é de 1.06×10^{26} anos com um intervalo de confiança de 90%. A sensibilidade estimada para um run dedicado subsequente, com enriquecimento isotópico de 90% de 136Xe e exposição de 13.8 toneladas·ano é de 1.06×10^{27} anos. O desenvolvimento de ferramentas de classificação de sinais para a cadeia de processamento de dados de LZ (LZap) é também apresentado neste documento. Estas ferramentas representam a base para classificação de sinais em LZ, tanto na forma de algoritmos heurísticos dedicados como implementações de Machine Learning. O HADES (Heuristics Algorithm for Discrimination of Event Substructures na sigla inglesa), desenvolvido no contexto deste trabalho, é atualmente a principal ferramenta de classificação de sinais em LZap e consegue uma exatidão global de 98.58% para todas as topologias de sinais presentes nos dados de simulação de LZ. As ferramentas de classificação RFClassifier e TriNet são duas implementações de Machine Learning que usam, respectivamente, um modelo de random forests e um ensemble de redes neuronais para auxiliar o desenvolvimento do HADES e potencialmente substitui-lo na cadeia de LZap. O algoritmo RFClassifier consegue uma exatidão de classificação de 99.37% sobre os dados simulados de LZ quando combinado com Gaussian mixture models (GMMs), uma técnica de clustering poderosa. O algoritmo TriNet foi treinado usando os resultados obtidos pelo HADES e consegue uma exatidão de classificação de 95.56% comparando com resultados do clustering com GMM, mas demonstrou que consegue generalizar os seus resultados para além do HADES.