976 resultados para Classification, Markov chain Monte Carlo, k-nearest neighbours


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Proton radiation therapy is a precise form of radiation therapy, but the avoidance of damage to critical normal tissues and the prevention of geographical tumor misses require accurate knowledge of the dose delivered to the patient and the verification of his position demand a precise imaging technique. In proton therapy facilities, the X-ray Computed Tomography (xCT) is the preferred technique for the planning treatment of patients. This situation has been changing nowadays with the development of proton accelerators for health care and the increase in the number of treated patients. In fact, protons could be more efficient than xCT for this task. One essential difficulty in pCT image reconstruction systems came from the scattering of the protons inside the target due to the numerous small-angle deflections by nuclear Coulomb fields. The purpose of this study is the comparison of an analytical formulation for the determination of beam lateral deflection, based on Molire's theory and Rutherford scattering with Monte Carlo calculations by SRIM 2008 and MCNPX codes. 2010 American Institute of Physics.

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The X-ray Fluorescence (XRF) analysis is a technique for the qualitative and quantitative determination of chemical constituents in a sample. This method is based on detection of the characteristic radiation intensities emitted by the elements of the sample, when properly excited. A variant of this technique is the Total Reflection X-ray Fluorescence (TXRF) that utilizes electromagnetic radiation as excitation source. In total reflection of X-ray, the angle of refraction of the incident beam tends to zero and the refracted beam is tangent to the sample support interface. Thus, there is a minimum angle of incidence at which no refracted beam exists and all incident radiation undergoes total reflection. In this study, we evaluated the influence of the energy variation of the beam of incident x-rays, using the MCNPX code (Monte Carlo NParticle) based on Monte Carlo method. 2013 AIP Publishing LLC.

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Ps-graduao em Fsica - IFT

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Coordenao de Aperfeioamento de Pessoal de Nvel Superior (CAPES)

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Utilizou-se o mtodo seqencial Monte Carlo / Mecnica Quntica para obterem-se os desvios de solvatocromismo e os momentos de dipolo dos sistemas de molculas orgnicas: Uracil em meio aquoso, -Caroteno em cido Olico, cido Ricinolico em metanol e em Etanol e cido Olico em metanol e em Etanol. As otimizaes das geometrias e as distribuies de cargas foram obtidas atravs da Teoria do Funcional Densidade com o funcional B3LYP e os conjuntos de funes de base 6-31G(d) para todas as molculas exceto para a gua e Uracil, as quais, foram utilizadas o conjunto de funes de base 6-311++G(d,p). No tratamento clssico, Monte Carlo, aplicou-se o algoritmo Metroplis atravs do programa DICE. A separao de configuraes estatisticamente relevantes para os clculos das propriedades mdias foi implementada com a utilizao da funo de auto-correlao calculada para cada sistema. A funo de distribuio radial dos lquidos moleculares foi utilizada para a separao da primeira camada de solvatao, a qual, estabelece a principal interao entre soluto-solvente. As configuraes relevantes da primeira camada de solvatao de cada sistema foram submetidas a clculos qunticos a nvel semi-emprico com o mtodo ZINDO/S-CI. Os espectros de absoro foram obtidos para os solutos em fase gasosa e para os sistemas de lquidos moleculares comentados. Os momentos de dipolo eltrico dos mesmos tambm foram obtidos. Todas as bandas dos espectros de absoro dos sistemas tiveram um desvio para o azul, exceto a segunda banda do sistema de Beta-Caroteno em cido Olico que apresentou um desvio para o vermelho. Os resultados encontrados apresentam-se em excelente concordncia com os valores experimentais encontrados na literatura. Todos os sistemas tiveram aumento no momento de dipolo eltrico devido s molculas dos solventes serem molculas polares. Os sistemas de cidos graxos em lcoois apresentaram resultados muito semelhantes, ou seja, os cidos graxos mencionados possuem comportamentos espectroscpicos semelhantes submetidos aos mesmos solventes. As simulaes atravs do mtodo seqencial Monte Carlo / Mecnica Quntica estudadas demonstraram que a metodologia eficaz para a obteno das propriedades espectroscpicas dos lquidos moleculares analisados.

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O principal objetivo deste trabalho investigar tericamente as propriedades eletrnicas e ticas de compostos orgnicos em ambiente lquido. A compreenso das interaes em sistemas lquidos muito importante para a descrio de fenmenos em muitas partes da cincia, como Fsica, Qumica, Biologia e Materiais, bem como no desenvolvimento de materiais ticos. As flutuaes trmicas fazem que inumaram das configuraes para os lquidos possam ser gerados. Esta a razo do comportamento estatstico observado em sistemas lquidos. Considerando estas dificuldades, o tratamento sequencial Monte Carlo / Mecnica Quntica (SMC/QM) usado neste trabalho. Neste procedimento, a estrutura lquida gerada primeiramente por simulaes clssicas de MC e mais tarde, somente a parte mais importante do sistema tratada com mecnica quntica. Usando o procedimento acima, os propriedades do quantum o pirazine dimethyl do thiene Methyl da laranja (MO) e do O 2,3-dimetil tieno[3,4-b] pirazina (DTP) foram investigados. O MO um conhecido indicador de pH e pode ser encontrado sob circunstncias bsicas e acidas. Suas geometrias de mnima energia foram obtidas mediante a Teoria do Funcional da Densidade pelo funcional B3LYP, sendo o sistema descrito pelas bases de Pople com uma funo de polarizao (6-31G*). Para obter as propriedades mdias dos observaveis, clculos de qumica quntica foram executados dentro da aproximao semi-emprica de INDO/S-CI. Com respeito ao espectro de absoro, os dados experimentais existentes na literatura cientfica reportam a existncia de uma larga banda localizada na regio de baixas energias, mais precisamente entre 400 e 600 nm. Nossos resultados tericos para a forma alcalina mostram uma transio intensa transio * aproximadamente 432.4 0.03 nm e, sob condies cidas, esta transio aparece aproximadamente 507.4 0.12, 496.4 0.28 ou 545.3 0.10 nm, dependendo da estrutura, mostrando bom acordo com resultados experimentais. O DTP um sistema particular usado na produo de polmeros de baixo gap. Suas propriedades eltricas e ticas foram obtidas atravs de um novo procedimento conhecido por Configurao Eletrosttica Mdia do Solvent (ASEC). O procedimento ASEC inclui molculas do solvente como cargas pontuais e permite o obteno das quantidades qunticas executando somente poucos clculos de mecnica quntica. Para o DTP, usando a teoria das perturbaes de segunda ordem Mller-Plesset (MP2) e o conjunto de bases aug-cc-pVDZ, a convergncia do momento de dipolo foi alcanada com apenas quatro clculos de mecnica quntica 1.16 D, apresentando um aumento de 42% quando comparado ao dipolo isolado. O polarizabilidade corresponde outra caracterstica eltrica que pde ser medida. Considerando o mesmo nvel empregado ao clculo do dipolo, o valor mdio 132.7 a30 foi observado. A regio de mais baixas da energias do espectro de absorption foi investigada tambm atrav de procedimento de ASEC usando ambos as aproximaes, semi-emprico e DFT. Esta regio de absoro motivo de concluses contraditrias com relao natureza das transies n * e *. Nossos resultados mostram que realmente que essas excitaes so realmente observadas simultanemente podendo sobrepr-se. Como exemplo, nossos resultados para DFT, encontrados usando o funcional B3LYP nos mostra que estas transies aparecem aproximadamente 360.6 e 351.1 nm.

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The brachytherapy braquiterapia is an x-ray modality radiotherapy in which stamped or halfstamped radioactive sources in format of seeds are used, wires or to one short distance, in contact or implanted to the fabric to be treated. All the treatment modalities require a previous planning. The formalism recommended for calculation of dose was considered by the AAPM for the first TG-43 Report. In it distributions of dose of isolated seeds measured and calculated by Monte Carlo method in water instead of with models half-empiricists. In this work we in accordance with present some preliminary results of the calculation of functions of radial anisotropy and of dose in the distance for seed of 192Ir, wide used in brachytherapy treatments of high tax of dose (HDR), with the aid of the program based on the Monte Carlo method MCNPX v2.50 (Mount Carlo N ParticleeXtended). The materials chosen in the simulation beyond water, had been MS20 and estriado muscle

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In uncertainly economic scenarios, an economic feasibility analysis must be done to accept a project based on investment criteria, such as NPV and IRR, mainly because the shareholders tend to invest their budget in a project if it has a great chance to return their investments. The studied company outsources all of its foundry services, what makes it very dependent of its suppliers, because the products have a lower quality level, long delivery periods and high prices. Therefore, this work will analyze the project of building an iron-casting foundry to decrease the dependence of its suppliers. In order to develop this research, all needed data related to the construction of the foundry and sales were collected to create deterministic and probabilistic (Monte Carlo Simulation) cash flows using MsExcel and Oracle's Crystal Ball software. As a result, the project was found to be risky by the NPV and IRR in the case of this new production line supplying only the internal needs. However, when the company offers its services to the foundry market, the project turns to be feasible

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The huge demand for procedures involving ionizing radiation promotes the need for safe methods of experimentation considering the danger of their biological e ects with consequent risk to humans. Brazilian's legislation prohibits experiments involving this type of radiation in humans through Decree 453 of Ministry of Health with determines that such procedures comply with the principles of justi cation, optimization and dose limitation. In this line, concurrently with the advancement of available computer processing power, computing simulations have become relevant in those situations where experimental procedures are too cost or impractical. The Monte Carlo method, created along the Manhattan Project duringWorldWar II, is a powerful strategy to simulations in computational physics. In medical physics, this technique has been extensively used with applications in diagnostics and cancer treatment. The objective of this work is to simulate the production and detection of X-rays for the energy range of diagnostic radiology, for molybdenum target, using the Geant4 toolkit. X-ray tubes with this kind of target material are used in diagnostic radiology, speci cally in mammography, one of the most used techniques for screening of breast cancer in women. During the simulations, we used di erent models for bremsstrahlung available in physical models for low energy, in situations already covered by the literature in earlier versions of Geant4. Our results show that although the physical situations seems qualitatively adequate, quantitative comparisons to available analytical data shows aws in the code of Geant4 Low Energy source

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In this work we present a discussion and the results of the simulation of disease spread using the Monte Carlo method. The dissemination model is the SIR model and presents as main characteristic the disease evolution among individuals of the population subdivided into three groups: susceptible (S), infected (I) and recovered (R). The technique used is based on the introduction of transition probabilities S-> I and I->R to do the spread of the disease, they are governed by a Poisson distribution. The simulation of the spread of disease was based on the randomness introduced, taking into account two basic parameters of the model, the power of infection and average time of the disease. Considering appropriate values of these parameters, the results are presented graphically and analysis of these results gives information on a group of individuals react to the changes of these parameters and what are the chances of a disease becoming a pandemic

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The reverse Monte Carlo (RMC) method generates sets of points in space which yield radial distribution functions (RDFS) that approximate those of the system of interest. Such sets of configurations should, in principle, be sufficient to determine the structural properties of the system. In this work we apply the RMC technique to fluids of hard diatomic molecules. The experimental RDFs of the hard-dimer fluid were generated by the conventional MC method and used as input in the RMC simulations. Our results indicate that the RMC method is only satisfactory in determining the local structure of the fluid studied by means of only mono-variable RDF. Also we suggest that the use of multi-variable RDFs would improve the technique significantly. However, the accuracy of the method turned out to be very sensitive to the variance of the input experimental RDF. 1995.

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We use the method of Monte Carlo evolution in the coupling constant space of Ferrenberg and Swendsen to evaluate the nonuniversal exponent * associated to a linear defect in a 2d Ising model. 1989.

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Ps-graduao em Fsica - IFT