10,294 research outputs found

    Modelling uncertainties for measurements of the H → γγ Channel with the ATLAS Detector at the LHC

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    The Higgs boson to diphoton (H → γγ) branching ratio is only 0.227 %, but this final state has yielded some of the most precise measurements of the particle. As measurements of the Higgs boson become increasingly precise, greater import is placed on the factors that constitute the uncertainty. Reducing the effects of these uncertainties requires an understanding of their causes. The research presented in this thesis aims to illuminate how uncertainties on simulation modelling are determined and proffers novel techniques in deriving them. The upgrade of the FastCaloSim tool is described, used for simulating events in the ATLAS calorimeter at a rate far exceeding the nominal detector simulation, Geant4. The integration of a method that allows the toolbox to emulate the accordion geometry of the liquid argon calorimeters is detailed. This tool allows for the production of larger samples while using significantly fewer computing resources. A measurement of the total Higgs boson production cross-section multiplied by the diphoton branching ratio (σ × Bγγ) is presented, where this value was determined to be (σ × Bγγ)obs = 127 ± 7 (stat.) ± 7 (syst.) fb, within agreement with the Standard Model prediction. The signal and background shape modelling is described, and the contribution of the background modelling uncertainty to the total uncertainty ranges from 18–2.4 %, depending on the Higgs boson production mechanism. A method for estimating the number of events in a Monte Carlo background sample required to model the shape is detailed. It was found that the size of the nominal γγ background events sample required a multiplicative increase by a factor of 3.60 to adequately model the background with a confidence level of 68 %, or a factor of 7.20 for a confidence level of 95 %. Based on this estimate, 0.5 billion additional simulated events were produced, substantially reducing the background modelling uncertainty. A technique is detailed for emulating the effects of Monte Carlo event generator differences using multivariate reweighting. The technique is used to estimate the event generator uncertainty on the signal modelling of tHqb events, improving the reliability of estimating the tHqb production cross-section. Then this multivariate reweighting technique is used to estimate the generator modelling uncertainties on background V γγ samples for the first time. The estimated uncertainties were found to be covered by the currently assumed background modelling uncertainty

    Increased lifetime of Organic Photovoltaics (OPVs) and the impact of degradation, efficiency and costs in the LCOE of Emerging PVs

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    Emerging photovoltaic (PV) technologies such as organic photovoltaics (OPVs) and perovskites (PVKs) have the potential to disrupt the PV market due to their ease of fabrication (compatible with cheap roll-to-roll processing) and installation, as well as their significant efficiency improvements in recent years. However, rapid degradation is still an issue present in many emerging PVs, which must be addressed to enable their commercialisation. This thesis shows an OPV lifetime enhancing technique by adding the insulating polymer PMMA to the active layer, and a novel model for quantifying the impact of degradation (alongside efficiency and cost) upon levelized cost of energy (LCOE) in real world emerging PV installations. The effect of PMMA morphology on the success of a ternary strategy was investigated, leading to device design guidelines. It was found that either increasing the weight percent (wt%) or molecular weight (MW) of PMMA resulted in an increase in the volume of PMMA-rich islands, which provided the OPV protection against water and oxygen ingress. It was also found that adding PMMA can be effective in enhancing the lifetime of different active material combinations, although not to the same extent, and that processing additives can have a negative impact in the devices lifetime. A novel model was developed taking into account realistic degradation profile sourced from a literature review of state-of-the-art OPV and PVK devices. It was found that optimal strategies to improve LCOE depend on the present characteristics of a device, and that panels with a good balance of efficiency and degradation were better than panels with higher efficiency but higher degradation as well. Further, it was found that low-cost locations were more favoured from reductions in the degradation rate and module cost, whilst high-cost locations were more benefited from improvements in initial efficiency, lower discount rates and reductions in install costs

    Innovative Hybrid Approaches for Vehicle Routing Problems

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    This thesis deals with the efficient resolution of Vehicle Routing Problems (VRPs). The first chapter faces the archetype of all VRPs: the Capacitated Vehicle Routing Problem (CVRP). Despite having being introduced more than 60 years ago, it still remains an extremely challenging problem. In this chapter I design a Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP, shortened to FILO. The simplicity of the CVRP definition allowed me to experiment with advanced local search acceleration and pruning techniques that have eventually became the core optimization engine of FILO. FILO experimentally shown to be extremely scalable and able to solve very large scale instances of the CVRP in a fraction of the computing time compared to existing state-of-the-art methods, still obtaining competitive solutions in terms of their quality. The second chapter deals with an extension of the CVRP called the Extended Single Truck and Trailer Vehicle Routing Problem, or simply XSTTRP. The XSTTRP models a broad class of VRPs in which a single vehicle, composed of a truck and a detachable trailer, has to serve a set of customers with accessibility constraints making some of them not reachable by using the entire vehicle. This problem moves towards VRPs including more realistic constraints and it models scenarios such as parcel deliveries in crowded city centers or rural areas, where maneuvering a large vehicle is forbidden or dangerous. The XSTTRP generalizes several well known VRPs such as the Multiple Depot VRP and the Location Routing Problem. For its solution I developed an hybrid metaheuristic which combines a fast heuristic optimization with a polishing phase based on the resolution of a limited set partitioning problem. Finally, the thesis includes a final chapter aimed at guiding the computational evaluation of new approaches to VRPs proposed by the machine learning community

    Understanding novel EGFP-Ubx protein-based film formation

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    Protein-based materials are currently the subject of intense research interest since they have an extended range of potential applications, such as im-proved bio-membrane biocompatibility for implanted medical devices and the creation of platform materials for novel biosensors. Monomers from Ultrabithorax (Ubx) transcription factor are known to spontaneously self-assemble at an air-water interface to form a monolayer, which has then been used as a basis for forming biopolymeric ˝bers. Here we used the Lang-muir trough technique, Brewster angle microscopy (BAM), ellipsometry and neutron re˛ectometry (NR) to investigate the in˛uences of di˙erent exper-imental conditions on EGFP-Ubx monolayer formation and the impact on biopolymeric ˝ber structure. We varied protein concentration, bu˙er prop-erties and waiting times prior to forming biopolymeric ˝bers. Interestingly, we found 3 phases of material formation which brought us to a new protocol for forming ˝bers that reduced protein concentration by 5-fold and wait-ing times by 100-fold. Moreover, an in-house developed MATLAB code was used to analyze SEM images and obtain quantitative structural information about the biopolymeric ˝bers that were correlated directly to the surface ˝lm characteristics measured in the LB trough. These new insights into ˝ber formation and structure enhance the usefulness of the Ubx-based biopolymer for biomedical applications

    Study, development and improvement of MCM-41-type MSN synthesis oriented to biomedical applications

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    [ES] La presente tesis doctoral, titulada "Estudio, desarrollo y mejora de la síntesis de nanopartículas mesoporosas de sílice (MSN) tipo MCM-41 orientada a aplicaciones biomédicas" se centra en la síntesis, caracterización, estudio y evaluación de diferentes MSN tipo MCM-41, con el objetivo de ampliar el conocimiento de las MSN como nanomateriales implicados en aplicaciones biomédicas. El primer capítulo de este trabajo es una introducción general sobre los temas que se van a tratar a lo largo de la tesis. Por un lado, se introducen los principales conceptos sobre las nanopartículas de sílice mesoporosas, y en particular las MSN de tipo MCM-41, como su descubrimiento, sus propiedades, ventajas y aplicaciones, su síntesis y la química implicada, y la posibilidad de ser funcionalizadas o dopadas para adquirir propiedades adicionales y únicas. Por otro lado, se presenta un amplio abanico de técnicas de caracterización de MSN, destacando su importancia en la presente tesis. Por último, se revisan los conceptos de nanomedicina y nanomateriales, incluyendo el conjunto de requisitos que deben cumplir los nanomateriales para ser validados, los tipos de nanomateriales desarrollados hasta el momento y los principales cuellos de botella encontrados en la traslación clínica de los nanomateriales. En este contexto, se revisan los estudios de las MSN en nanomedicina, señalando los retos de las mismas dentro de esta especialidad y la oportunidad que ofrecen a la ciencia de los materiales. En el segundo capítulo se exponen los objetivos generales de la presente tesis doctoral, que son abordados en los siguientes capítulos. El tercer capítulo se basa en un estudio en profundidad del mecanismo de síntesis de las MSN de tipo MCM-41, considerando el mecanismo de estructuración de la sílice, la nucleación, el crecimiento y los procesos de envejecimiento. En particular, se analizan detalladamente las primeras etapas de la síntesis de MSN. Además, se revisan los diferentes modelos descritos sobre el mecanismo de estructuración de la sílice, que han sido ampliamente estudiados. El cuarto capítulo se centra en la investigación del efecto de algunos parámetros tradicionalmente poco estudiados en la síntesis y formación de MSN de tipo MCM-41, como el tiempo de síntesis, la velocidad de agitación, el núcleo de agitación magnética utilizado, la velocidad de adición del TEOS y el método de neutralización una vez formadas las nanopartículas. También se introduce una revisión de la influencia de los parámetros de síntesis más estudiados en las MSN tipo MCM-41. El quinto capítulo se basa en el estudio de la obtención, caracterización y manipulación de MSN de tipo MCM-41 coloidales. En primer lugar, se presenta una revisión crítica de los trabajos que informan sobre la obtención de MSN coloidales, correctamente suspendidas o discretas. En segundo lugar, se introduce una metodología para caracterizar la estabilidad coloidal de las MSN. En tercer lugar, se estudia y compara el comportamiento coloidal de diferentes nanopartículas en diferentes condiciones. Y, por último, se desarrolla un marco conceptual y de trabajo sobre los principios que rigen la estabilidad coloidal de las nanopartículas. El sexto capítulo es un estudio exhaustivo de las implicaciones del uso de diferentes procedimientos de eliminación de surfactantes en las MSN de tipo MCM-41, como la calcinación a diferentes temperaturas y la extracción con disolventes. Las propiedades fisicoquímicas de las MSN estudiadas son la eficiencia de eliminación de surfactantes, el grado de condensación de la sílice, la porosidad, la estabilidad coloidal y la reactividad superficial. Además, se comprobó la biocompatibilidad de las nanopartículas en cuanto a su citotoxicidad y su degradación en un entorno fisiológico simulado, para validar su uso en aplicaciones biomédicas. El séptimo capítulo recoge las conclusiones generales de la presente tesis, que resumen las conclusiones obtenidas en cada capítulo.[CA] L'actual tesi doctoral, titulada "Estudi, desenvolupament i millora de la síntesi de nanopartícules mesoporoses de sílice (MSN) de tipus MCM-41 orientada cap a aplicacions biomèdiques" se centra en la síntesi, caracterització, estudi i avaluació de diferents mostres de MSN de tipus MCM-41 amb l'objectiu de millorar el coneixement de les MSN com nanomaterials implicats en aplicacions biomèdiques. El primer capítol d'aquest treball és una introducció general sobre els elements que es tractaran durant tota la tesi. D'una banda, s'introdueixen els conceptes principals sobre les nanopartícules mesoporoses de sílice, i en particular les de tipus MCM-41, com el seu descobriment, les seues propietats, avantatges i aplicacions, la seua síntesi i la química implicada, i la possibilitat de ser funcionalitzades o dopades per adquirir propietats addicionals i úniques. D'altra banda, es presenta una àmplia gamma de tècniques de caracterització de MSN destacant la seua importància en la tesi actual. Finalment, es revisen els conceptes de nanomedicina i nanomaterials, incloent-hi el conjunt de requisits que els nanomaterials han d'aconseguir per ser validats, els tipus de nanomaterials desenvolupats fins ara, i els principals colls d'ampolla trobats en la translació clínica de nanomaterials. En aquest context, es revisen els estudis de les MSN en nanomedicina, assenyalant els seus reptes dins de la nanomedicina i l'oportunitat que ofereixen a la ciència dels materials. El segon capítol exposa els objectius generals de la tesi doctoral actual, que són abordats en els següents capítols. El tercer capítol es basa en un estudi en profunditat del mecanisme de síntesi de les MSN tipus MCM-41, considerant el mecanisme d'estructuració de la sílice, la nucleació, el creixement i els processos de maduració. Particularment, les primeres etapes de la síntesi de MSNs s'analitzen en detall. A més, es revisen els diferents models reportats sobre el mecanisme d'estructuració de sílice, que ja han sigut àmpliament estudiats. El quart capítol es centra en la investigació de l'efecte d'alguns paràmetres tradicionalment menys estudiats en la síntesi i formació de l'MSN de tipus MCM-41, com: el temps de síntesi, la velocitat d'agitació, el nucli d'agitació magnètica utilitzat, la velocitat d'addició de TEOS i el mètode de neutralització una vegada que es formen les nanopartícules. També s'introdueix una revisió de la influència dels paràmetres de síntesi més estudiats en les MSN de tipus MCM-41. El cinqué capítol es basa en l'estudi de l'obtenció, caracterització i manipulació de les MSN de tipus MCM-41 col·loidals. En primer lloc, es presenta una revisió crítica dels treballs que descriuen l'obtenció de MSN col·loidals, correctament suspeses o discretes. En segon lloc, s'introdueix una metodologia per caracteritzar l'estabilitat col·loidal de les MSN. En tercer lloc, s'estudia i compara el comportament col·loidal de diverses nanopartícules en diferents condicions. I finalment, es desenvolupa un marc conceptual i de treball sobre els principis que regeixen l'estabilitat col·loidal de les nanopartícules. El sisé capítol és un estudi exhaustiu de les implicacions de l'ús de diferents procediments d'extracció de surfactants a les MSN de tipus MCM-41, com la calcinació a diferents temperatures i l'extracció de dissolvents. Les propietats fisicoquímiques de les MSN estudiades són l'eficiència d'extracció de surfactant, el grau de condensació de sílice, la mesoporositat, l'estabilitat col·loidal i la reactivitat de la superfície. A més, la biocompatibilitat de les nanopartícules es va provar pel que fa a la seua citotoxicitat i la seua degradació en un entorn fisiològic simulat, per validar el seu ús en aplicacions biomèdiques. El seté capítol recull les conclusions generals de la tesi actual, que resumeix les conclusions obtingudes en cada capítol, però també proporciona noves perspectives i una visió global de la matèria estudiada.[EN] The present PhD thesis, entitled "Study, development and improvement of MCM-41-type mesoporous silica nanoparticles (MSN) synthesis oriented to biomedical applications" is focused on the synthesis, characterisation, study and evaluation of different MCM-41-type MSN samples to improve the knowledge of MSN as nanomaterials involved in biomedical applications. The first chapter of this work is a general introduction about the items that are going to be treated throughout the thesis. On the one hand, the main concepts about the mesoporous silica nanoparticles, and in particular MCM-41-type MSN, are introduced, such as their discovery, their properties, advantages, and applications, their synthesis and the chemistry involved, and the possibility of being functionalised or doped to acquire additional and unique properties. On the other hand, a wide range of MSN characterisation techniques are presented highlighting their importance in the current thesis. Finally, the concepts of nanomedicine and nanomaterials are reviewed, including the set of requirements the nanomaterials must accomplish to be validated, the types of nanomaterials developed thus far, and the main bottlenecks found in clinical translation of nanomaterials. In this context, the studies of MSN in nanomedicine are reviewed, illustrating the challenges of MSN within the nanomedicine and the opportunity their offer to material science. Second chapter exposes the general objectives of present PhD thesis, which are addressed in the following chapters. Third chapter is based on an in-depth study of the synthesis mechanism of MCM-41-type MSN, considering the silica templating mechanism, the nucleation, the growth and the aging processes. Particularly, the early stages of the MSNs synthesis are substantially analysed. In addition, the different models reported about the silica templating mechanism, which are widely studied, are reviewed. Fourth chapter is focused on the investigation of the effect of some disregarded parameters on the synthesis and formation of MCM-41-type MSN, such as synthesis time, stirring rate, the magnetic stir bar used, TEOS addition rate and the neutralisation method once nanoparticles are formed. A review of the influence of the most studied synthesis parameters on MCM-41-type MSN is also introduced. Fifth chapter is based on the study of the obtaining, characterisation and manipulation of colloidal MCM-41-type MSN. First, a critical review of works that report the obtaining of colloidal, well-suspended or discrete MSN is presented. Second, a methodology to characterise the colloidal stability of MSN is introduced. Third, the colloidal behaviour of several nanoparticles under different conditions is studied and compared. And finally, a conceptual and operational framework about the principles governing the colloidal stability of nanoparticles is developed. Sixth chapter is a comprehensive study of the implications of the use of different surfactant removal procedures on standard MCM-41-type MSN, such as calcination at different temperatures and solvent extraction. The physicochemical properties of MSN studied are the surfactant removal efficiency, the silica condensation degree, the mesostructured framework, the colloidal stability and the surface reactivity. Additionally, the biocompatibility of nanoparticles was tested regarding their cytotoxicity and their degradation in a simulated physiological environment, to validate their use in biomedical applications. Finally, seventh chapter gathers the general conclusions of the current thesis, which summarise the conclusions obtained in each chapter, but also provide new perspectives and the big picture of the studied matter.Candela Noguera, V. (2022). Study, development and improvement of MCM-41-type MSN synthesis oriented to biomedical applications [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/182386TESI

    Development and application of methods for quantifying pharmaceuticals in Eurasian otters (Lutra lutra)

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    The work presented in this thesis assessed the risks that pharmaceuticals and other chemicals of emerging concern pose to Eurasian otters (Lutra lutra). A method using accelerated solvent extraction (ASE) was developed to quantify lipid content in otters, improving our ability to accurately monitor and model concentrations of pollutants in individual biological tissues. A conventional gravimetric extraction method was used as a reference method for comparison, and demonstrated that the ASE method was more accurate (-22% error compared with -48% error) and more precise (7%CV compared with 27%CV) when applied to the lipid-rich samples investigated in this study. Rapid, targeted screening methods were developed to determine concentrations of a suite of pharmaceuticals, to investigate the risk that pharmaceutical residues pose to otters. These methods were validated in canine blood and bile before being applied to wild otters. The results showed that the target analytes were not present above the lower limit of detection (LLOD) in any of the blood or bile samples tested. As the LLODs were well below the corresponding predicted critical effect concentrations, these results suggest that the target analytes are unlikely to pose an immediate risk to otters in Sweden. A rapid, nontargeted screening method was used to search for other potential organic pollutants in the blood of these otters, to estimate the otter exposome. The results tentatively identified 153 xenobiotic compounds, from ten chemical classes, including pesticides, pharmaceuticals, perfluoroalkyl substances and industrial chemicals. Some of these chemicals are highly toxic, carcinogenic, genotoxic, neurotoxic and reprotoxic, and are reported in this species for the first time in this thesis. The detection of compounds that have potential to cause endocrine disruption is particularly concerning as an increase in reproductive abnormalities has been reported in male otters in Sweden. Further biomonitoring of Eurasian otters, using a combination of targeted and non-targeted approaches, is recommended to obtain information about the concentrations, and ultimately the potential effects of, chemicals of emerging concern in this species. Inclusion of a larger number of otter samples in future research would be advantageous to test for differences among demographic groups

    A high-performance open-source framework for multiphysics simulation and adjoint-based shape and topology optimization

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    The first part of this thesis presents the advances made in the Open-Source software SU2, towards transforming it into a high-performance framework for design and optimization of multiphysics problems. Through this work, and in collaboration with other authors, a tenfold performance improvement was achieved for some problems. More importantly, problems that had previously been impossible to solve in SU2, can now be used in numerical optimization with shape or topology variables. Furthermore, it is now exponentially simpler to study new multiphysics applications, and to develop new numerical schemes taking advantage of modern high-performance-computing systems. In the second part of this thesis, these capabilities allowed the application of topology optimiza- tion to medium scale fluid-structure interaction problems, using high-fidelity models (nonlinear elasticity and Reynolds-averaged Navier-Stokes equations), which had not been done before in the literature. This showed that topology optimization can be used to target aerodynamic objectives, by tailoring the interaction between fluid and structure. However, it also made ev- ident the limitations of density-based methods for this type of problem, in particular, reliably converging to discrete solutions. This was overcome with new strategies to both guarantee and accelerate (i.e. reduce the overall computational cost) the convergence to discrete solutions in fluid-structure interaction problems.Open Acces

    Wildlife wars in an age of changing climate and social change: Assessing the social and ecological dimensions of Human Wildlife Conflict and Conservation Initiatives in the Rangelands of Kenya

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    Human wildlife conflict is an on-going global problem that is threatening the existence of iconic species of wildlife like Elephants and the big cats. It is also a human rights issue as it threatens the livelihoods of the many people who in most cases have been structurally marginalized and vulnerable. It is not wise to think that human wildlife conflict will disappear by itself. A lot of work has gone into trying to understand the problem and how to solve it. However, most of the efforts target local area challenges with short-term solutions that are not based on an understanding of landscape level processes and global issues like climate change. Driven by our long-term experience of working community based natural resources management and knowledge of the global issues, we sought to understand the human dimension of human-wildlife dynamics and particularly the conflict affecting pastoralists that is occasioned by predation of their livestock by lions and other big cats. We used mixed methods to examine theoretical assumptions that have been put forward on human wildlife conflict and link human wildlife conflict (predation events) to climate change dynamics. Using focus group discussions, we collected both qualitative and quantitative data, which we analysed qualitatively and statistically. The quantitative findings were validated and explained better by use of qualitative data collected from three communities living in the larger southern Kenya rangelands landscape. The aim of this thesis was to (1) Establish the link between human wildlife conflicts and climate (rainfall) over seasons within a year and annual time scales. (2) Establish what motivates the pastoralists to kill lions (3) Assess how perceptions of people living with the big cats change over time and (4) Review the role of communities and multi-level governance biodiversity conservation. The findings from this research show that community members value the ecosystem services and goods they receive from nature. While the challenges associated with climate change (drought) are likely to increase the prevalence of human wildlife conflict, the pastoralists are more tolerant to the wildlife when there is proper compensation or consolation. The results also show that the Maasai only kill lions when they are certain the lion is the culprit animal that caused the loss of their livestock, not indiscriminately. Our comparison of the results over a period of ten years show that the community members' attitudes, behaviour, and perceptions of wildlife changed over time and across regions as a result of a change in the climate factors and the attitude of the conservation authorities. Compensation programs and other forms of incentives to the pastoralists or local people for living with wildlife would go a long way in ensuring tolerance and co-existence with wildlife. With co-existence, any negative interactions between people and wildlife is overshadowed by the benefits and therefore less and less of human wildlife conflict. Our results also show that governance of natural resources and local institutions, rules and norms on wildlife and natural resources conservation are important pillars in mitigating human wildlife conflict. This research also shows that while people are affected as individuals, actions to minimize the challenges are better decided on and actioned at a community level. Community conservancies with a functional governance system may be the basis for sustainable rangelands, wildlife, and livelihoods. Actions at a wider landscape are likely to have better results than local level, short-term, and poorly resourced interventions
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