An evolutionary algorithm for the surface structure problem

Many macroscopic properties: hardness, corrosion, catalytic activity, etc. are directly related to the surface structure, that is, to the position and chemical identity of the outermost atoms of the material. Current experimental techniques for its determination produce a “signature” from which the structure must be inferred by solving an inverse problem: a solution is proposed, its corresponding signature computed and then compared to the experiment. This is a challenging optimization problem where the search space and the number of local minima grows exponentially with the number of atoms, hence its solution cannot be achieved for arbitrarily large structures. Nowadays, it is solved by using a mixture of human knowledge and local search techniques: an expert proposes a solution that is refined using a local minimizer. If the outcome does not fit the experiment, a new solution must be proposed again. Solving a small surface can take from days to weeks of this trial and error method. Here we describe our ongoing work in its solution. We use an hybrid algorithm that mixes evolutionary techniques with trusted region methods and reuses knowledge gained during the execution to avoid repeated search of structures. Its parallelization produces good results even when not requiring the gathering of the full population, hence it can be used in loosely coupled environments such as grids. With this algorithm, the solution of test cases that previously took weeks of expert time can be automatically solved in a day or two of uniprocessor time.

Papel de la interleuquina 23 en la diferenciación hacia Th17

The incidence of inflammatory and autoimmune diseases has increased among developed countries in the past 30 years, creating a demand for the development of effective and economic therapies for these diseases. Interleukin 23 (IL-23) is a pro-inflammatory cytokine whose increased production has been shown to play a key role in the establishment and maintenance of inflammatory and autoimmune diseases in different murine models such as inflammatory bowel disease, psoriasis and experimental autoimmune encephalomyelitis. More importantly, increased levels of IL-23 have been found in biopsies from patients with Crohn’s disease and ulcerative colitis, and psoriasis. The pathological consequences of excessive IL-23 signalling have been linked to its ability to promote the production of interleukin 17 (IL-17), particularly in the subpopulation of CD4 T cells Th17. However, the precise molecular mechanisms by which IL-23 sustains the Th17 response and induces pathogenic effector functions in these cells remain largely unknown. The global objective of the experiments carried out in this work was to determine the effect of IL-23 on the proliferation, survival and IL-17 and interferon gamma (IFN-ɣ) production in Th17 cells. These experiments have shown that IL-23 does not promote proliferation or survival of in vitro generated Th17 cells, and that there is no difference in the production of IL -17 in the absence or presence of IL -23. The IL-23 receptor, like other cytokine receptors, lacks intrinsic enzymatic activity. Instead, IL-23 receptor associates with members of the Janus tyrosine kinase family (Jaks). Cytokine binding to a Jak-associated receptor triggers the activation of the Signal Transducers and Activators of Transcription (STAT) family of transcription factors. Previous work indicated that the IL-23 receptor complex is associated with the tyrosine kinases Jak2 and Tyk2 that promote STAT3 phosphorylation. Subsequent studies showed that IL23 activation of STAT3 induces the expression of the transcription factor RORγt, which is crucial for IL-17 production. This work has explored the IL-23 signalling cascade, determining the optimal conditions for STAT3 activation and demonstrating the activation of other transcription factors such as STAT4, STAT5 and STAT1 that contribute to IL-23-mediated signalling pathways.

Electrochemical study of platinum deposited by electron beam evaporation for application as fuel cell electrodes

Platinum is the most used catalyst in electrodes for fuel cells due to its high catalytic activity. Polymer electrolyte and direct methanol fuel cells usually include Pt as catalyst in their electrodes. In order to diminish the cost of such electrodes, different Pt deposition methods that permit lowering the metal load whilst maintaining their electroactivity, are being investigated. In this work, the behaviour of electron beam Pt (e-beam Pt) deposited electrodes for fuel cells is studied. Three different Pt loadings have been investigated. The electrochemical behaviour by cyclic voltammetry in H2SO4, HClO4 and in HClO4+MeOH before and after the Pt deposition on carbon cloth has been analysed. The Pt improves the electrochemical properties of the carbon support used. The electrochemical performance of e-beam Pt deposited electrodes was finally studied in a single direct methanol fuel cell (DMFC) and the obtained results indicate that this is a promising and adequate method to prepare fuel cell electrodes.

Polipirrol, un buen soporte para electrodos de pilas de combustible de metanol directo (DMFC)

(SPA) El polipirrol es uno de los polímeros conductores más utilizados en la preparación de electrodos debido a su alta actividad catalítica para la oxidación y reducción del metanol. En este trabajo se ha depositado electroquímicamente polipirrol a diferentes potenciales de depósito, Ed, sobre tela de carbón no tejida Freudenberg en medio ácido. Se ha analizado la morfología y la respuesta electroquímica en medio HClO4 y en presencia de HClO4+MeOH antes y después de la síntesis del polipirrol sobre ella. Lastructura de las películas obtenidas se ha estudiado por espectroscopia infrarroja de transformada de Fourier, FTIR. Se observa que el polipirrol mejora las propiedades electroquímicas de la tela de carbón, obteniéndose el mejor resultado para su aplicación como soporte del catalizador en pilas de combustible con la película sintetizada a 1,0V. (ENG) Polypyrrole is one of the most used conducting polymers in electrode building due to its high catalytic activity to the methanol oxidation and reduction. By this motive, polypyrrole has been electrochemically synthesized at constant potential, Ed, on Freudenberg carbon cloth in acid medium. Carbon cloth morphology and electrochemical behaviour in HClO4 and in HClO4+MeOH before and after the polypyrrole eposition have been analysed. The structure of the films was studied by Fourier transform infrared spectroscopy, FTIR. The polypyrrole improves the electrochemical properties of the studied carbon cloth. The biggest charge of the electroactive area is the one synthesized at 1.0V, being the best for its application as catalyst support in fuel cells.