16 research outputs found
Modelado computacional del comportamiento hidrodinámico de elementos combustibles nucleares
La capacidad de generación de potencia de una central nuclear está limitada por el mecanismo de refrigeración del núcleo. El fenómeno termohidráulico denominado "Flujo Crítico de Calor" disminuye la capacidad de extracción de calor del sistema de refrigeración modificando abruptamente la transferencia térmica entre el elemento combustible y el refrigerante. En este trabajo se modela el comportamiento hidrodinámico de elementos combustibles nucleares con el objetivo de analizar lospatrones de turbulencia y mezclado entre subcanales. El modelado se centra alrededor de los separadoresde vainas combustibles y el efecto que estos tienen sobre el flujo. Para realizar estas simulaciones seutiliza la herramienta computacional denominada OpenFOAM.Publicado en: Mecánica Computacional vol. XXXV no.32Facultad de Ingenierí
RICORS2040 : The need for collaborative research in chronic kidney disease
Chronic kidney disease (CKD) is a silent and poorly known killer. The current concept of CKD is relatively young and uptake by the public, physicians and health authorities is not widespread. Physicians still confuse CKD with chronic kidney insufficiency or failure. For the wider public and health authorities, CKD evokes kidney replacement therapy (KRT). In Spain, the prevalence of KRT is 0.13%. Thus health authorities may consider CKD a non-issue: very few persons eventually need KRT and, for those in whom kidneys fail, the problem is 'solved' by dialysis or kidney transplantation. However, KRT is the tip of the iceberg in the burden of CKD. The main burden of CKD is accelerated ageing and premature death. The cut-off points for kidney function and kidney damage indexes that define CKD also mark an increased risk for all-cause premature death. CKD is the most prevalent risk factor for lethal coronavirus disease 2019 (COVID-19) and the factor that most increases the risk of death in COVID-19, after old age. Men and women undergoing KRT still have an annual mortality that is 10- to 100-fold higher than similar-age peers, and life expectancy is shortened by ~40 years for young persons on dialysis and by 15 years for young persons with a functioning kidney graft. CKD is expected to become the fifth greatest global cause of death by 2040 and the second greatest cause of death in Spain before the end of the century, a time when one in four Spaniards will have CKD. However, by 2022, CKD will become the only top-15 global predicted cause of death that is not supported by a dedicated well-funded Centres for Biomedical Research (CIBER) network structure in Spain. Realizing the underestimation of the CKD burden of disease by health authorities, the Decade of the Kidney initiative for 2020-2030 was launched by the American Association of Kidney Patients and the European Kidney Health Alliance. Leading Spanish kidney researchers grouped in the kidney collaborative research network Red de Investigación Renal have now applied for the Redes de Investigación Cooperativa Orientadas a Resultados en Salud (RICORS) call for collaborative research in Spain with the support of the Spanish Society of Nephrology, Federación Nacional de Asociaciones para la Lucha Contra las Enfermedades del Riñón and ONT: RICORS2040 aims to prevent the dire predictions for the global 2040 burden of CKD from becoming true
Atmospheric Degradation of CH<sub>2</sub>C(CH<sub>3</sub>)C(O)OCH<sub>3</sub> Initiated by OH Radicals: Mechanistic Study and Quantification of CH<sub>3</sub>C(O)C(O)OCH<sub>3</sub> in NO<sub><i>x</i></sub> Free Air
The
product distribution of the gas-phase reaction of OH radicals
with methyl methacrylate (CH<sub>2</sub>C(CH<sub>3</sub>)C(O)OCH<sub>3</sub>, MMA) in the absence of NO<sub><i>x</i></sub> was
studied at 298 K and atmospheric pressure of air. The experiments
were performed in a Teflon chamber using solid-phase microextraction
(SPME) with GC–MS and GC–FID for product identification
and quantification, respectively. In the absence of NO<i><sub>x</sub></i>, methyl pyruvate (CH<sub>3</sub>C(O)C(O)OCH<sub>3</sub>) was identified with a yield of 76 ± 13% in accordance
with the decomposition of the 1,2-hydroxyalkoxy radicals formed. In
addition, a detailed quantum chemical study of the degradation of
MMA was performed by density functional theory (DFT) methods using
the MPWB1K functional. This calculation suggests that formation of
methyl pyruvate, from C1–C2 scission of 1,2-hydroxyalkoxy radical,
is kinetically and thermodynamically the most favorable reaction path
taking into account the electronic properties of reaction intermediates
and transition states. The difference observed on the degradation
mechanism of MMA in the presence and absence of NO<i><sub>x</sub></i> was explained in terms of the associated thermochemistry.
Furthermore, this study propose that reaction between peroxy radical
(RO<sub>2</sub><sup>•</sup>) and hydroxyl radical (OH) became
relevant at NO<i><sub>x</sub></i>-free environments. This
statement is in agreement with recent studies concerning small peroxy
radicals such as CH<sub>3</sub>OO<sup>•</sup>
Atmospheric Oxidation of Vinyl and Allyl Acetate: Product Distribution and Mechanisms of the OH-Initiated Degradation in the Presence and Absence of NO<sub><i>x</i></sub>
The products formed from the reactions of OH radicals
with vinyl
acetate and allyl acetate have been studied in a 1080 L quartz-glass
chamber in the presence and absence of NO<sub><i>x</i></sub> using in situ FTIR spectroscopy to monitor the reactant decay and
product formation. The yields of the primary products formed in the
reaction of OH with vinyl acetate were: formic acetic anhydride (84
± 11)%; acetic acid (18 ± 3)% and formaldehyde (99 ±
15)% in the presence of NO<sub><i>x</i></sub> and formic
acetic anhydride (28 ± 5)%; acetic acid (87 ± 12)% and formaldehyde
(52 ± 8)% in the absence of NO<sub><i>x</i></sub>.
For the reaction of OH with allyl acetate the yields of the identified
products were: acetoxyacetaldehyde (96 ± 15)% and formaldehyde
(90 ± 12)% in the presence of NO<sub><i>x</i></sub> and acetoxyacetaldehyde (26 ± 4)% and formaldehyde (12 ±
3)% in the absence of NO<sub><i>x</i></sub>. The present
results indicate that in the absence of NO<sub><i>x</i></sub> the main fate of the 1,2-hydroxyalkoxy radicals formed after addition
of OH to the double bond in the compounds is, in the case of vinyl
acetate, an α-ester rearrangement to produce acetic acid and
CH<sub>2</sub>(OH)CO<sup>•</sup> radicals and in the case of
allyl acetate reaction of the radical with O<sub>2</sub> to form acetic
acid 3-hydroxy-2-oxo-propyl ester (CH<sub>3</sub>C(O)OCH<sub>2</sub>C(O)CH<sub>2</sub>OH). In contrast, in the presence of NO<sub><i>x</i></sub> the main reaction pathway for the 1,2-hydroxyalkoxy
radicals is decomposition. The results are compared with the available
literature data and implications for the atmospheric chemistry of
vinyl and allyl acetate are assessed
Mechanism and Product Distribution of the O<sub>3</sub>‑Initiated Degradation of (<i>E</i>)‑2-Heptenal, (<i>E</i>)‑2-Octenal, and (<i>E</i>)‑2-Nonenal
The
O<sub>3</sub>-molecule initiated degradation of three 2-alkenals
(<i>E</i>)-2-heptenal, (<i>E</i>)-2-octenal, and
(<i>E</i>)-2-nonenal has been investigated in a 1080 L quartz-glass
environmental chamber at 298 ± 2 K and atmospheric pressure of
synthetic air using <i>in situ</i> FTIR spectroscopy to
monitor the reactants and products. The experiments were performed
in the absence of an OH scavenger. The molar yields of the primary
products formed were glyoxal (49 ± 4) % and pentanal (34 ±
3) % from the reaction of (<i>E</i>)-2-heptenal with O<sub>3</sub>, glyoxal (41 ± 3) % and hexanal (39 ± 3) % from
the reaction of (<i>E</i>)-2-octenal with O<sub>3</sub>,
and glyoxal (45 ± 3) % and heptanal (46 ± 3) % from the
reaction of (<i>E</i>)-2-nonenal with O<sub>3</sub>. The
residual bands in the infrared product spectra for each of the studied
reactions are attributed to 2-oxoaldehyde compounds. Based on the
observed products, a general mechanism for the ozonolysis reaction
of long chain unsaturated aldehydes is proposed, and the results are
compared with the available literature data
Atmospheric Sink of (<i>E</i>)‑3-Hexen-1-ol, (<i>Z</i>)‑3-Hepten-1-ol, and (<i>Z</i>)‑3-Octen-1-ol: Rate Coefficients and Mechanisms of the OH-Radical Initiated Degradation
A kinetic
study of the gas-phase reactions of OH radicals with
three unsaturated biogenic alcohols, (<i>E</i>)-3-hexen-1-ol,
(<i>Z</i>)-3-hepten-1-ol, and (<i>Z</i>)-3-octen-1-ol,
has been performed. The rate coefficients obtained are (in units of
10<sup>–10</sup> cm<sup>3</sup> molecule<sup>–1</sup> s<sup>–1</sup>) <i>k</i><sub>1</sub> (OH + (<i>E</i>)-CH<sub>2</sub>(OH)CH<sub>2</sub>CHCHCH<sub>2</sub>CH<sub>3</sub>) = (1.14 ± 0.14), <i>k</i><sub>2</sub> (OH + (<i>Z</i>)-CH<sub>2</sub>(OH)CH<sub>2</sub>CHCHCH<sub>2</sub>CH<sub>2</sub>CH<sub>3</sub>) = (1.28 ± 0.23), and <i>k</i><sub>3</sub> (OH + (<i>Z</i>)-CH<sub>2</sub>(OH)CH<sub>2</sub>CHCHCH<sub>2</sub>CH<sub>2</sub>CH<sub>2</sub>CH<sub>3</sub>) = (1.49 ± 0.35). In addition, a product study on the
reactions of OH with (<i>E</i>)-3-hexen-1-ol and (<i>Z</i>)-3-hepten-1-ol is reported. All the experiments were performed
at (298 ± 2) K and 1 atm of NO<sub><i>x</i></sub>-free
air in a 1080 L photoreactor with in situ FTIR detection of organics.
This work constitutes the first kinetic study of the reactions of
OH radicals with (<i>Z</i>)-3-hepten-1-ol and (<i>Z</i>)-3-octen-1-ol as well as the first determination of the fate of
the hydroxy alkoxy radicals formed in the title reactions. An analysis
of the available rates of addition of OH and Cl to the double bond
of different unsaturated alcohols at 298 K has shown that they can
be related by the expression log <i>k</i><sub>OH</sub> =
(0.29 ± 0.04) log <i>k</i><sub>Cl</sub> – 10.8.
The atmospheric lifetimes of the alcohols studies were estimated to
be around 1 h for reaction with OH radicals. The products formed in
the title reactions are mainly carbonylic compounds that can contribute
to the formation of ozone and PANs-type compounds in the troposphere
Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis
[EN] The core symptoms of autism spectrum disorder (ASD) mainly relate to social communication and interactions. ASD assessment involves expert observations in neutral settings, which introduces limitations and biases related to lack of objectivity and does not capture performance in real-world settings. To overcome these limitations,advances in technologies (e.g., virtual reality) and sensors (e.g., eye-tracking tools) have been used to create realistic simulated environments and track eye movements, enriching assessments with more objective data than can be obtained via traditional measures. This study aimed to distinguish between autistic and typically developing children using visual attention behaviors through an eye-tracking paradigm in a virtual
environment as a measure of attunement to and extraction of socially relevant
information. The 55 children participated. Autistic children presented a higher number of frames, both overall and per scenario, and showed higher visual preferences for adults over children, as well as specific preferences for adults¿ rather than children¿s faces on which looked more at bodies. A set of multivariate supervised machine learning models were developed using recursive feature selection to recognize ASD based on extracted eye gaze features. The models achieved up to 86% accuracy (sensitivity
= 91%) in recognizing autistic children. Our results should be taken as preliminary due to the relatively small sample size and the lack of an external replication dataset.
However, to our knowledge, this constitutes a first proof of concept in the combined use of virtual reality, eye-tracking tools, and machine learning for ASD recognition.Spanish Ministry of Economy, Industry, and Competitiveness-funded project "Immersive Virtual Environment for the Evaluation and Training of Children with Autism Spectrum Disorder: T Room, Grant/Award Number: IDI20170912Alcañiz Raya, ML.; Chicchi-Giglioli, IA.; Carrasco-Ribelles, LA.; Marín-Morales, J.; Minissi, ME.; Teruel-Garcia, G.; Sirera, M.... (2022). Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis. Autism Research. 15(1):131-145. https://doi.org/10.1002/aur.2636S13114515