2,789 research outputs found
Modelling of chloride transport in non-saturated concrete : from microscale to macroscale
Corrosion of steel bars embedded in concrete has a great influence on structural performance
and durability of reinforced concrete. Chloride penetration is considered to be a primary cause
of concrete deterioration in a vast majority of structures. Therefore, modelling of chloride penetration
into concrete has become an area of great interest.
The present work focuses on modelling of chloride transport in concrete. The differential
macroscopic equations which govern the problem were derived from the equations at the microscopic
scale by comparing the porous network with a single equivalent pore whose properties are
the same as the average properties of the real porous network. The resulting transport model,
which accounts for diffusion, migration, advection, chloride binding and chloride precipitation,
consists of three coupled differential equations. The first equation models the transport of chloride
ions, while the other two model the flow of the pore water and the heat transfer. In order
to calibrate the model, the material parameters to determine experimentally were identified.
The differential equations were solved by means of the finite element method. The classical
Galerkin method was employed for the pore solution flow and the heat transfer equations, while
the streamline upwind Petrov Galerkin method was adopted for the transport equation in order
to avoid spatial instabilities for advection dominated problems. The finite element codes are
implemented in Matlab® . To retrieve a good understanding of the influence of each variable
and parameter, a detailed sensitivity analysis of the model was carried out.
In order to determine the diffusive and hygroscopic properties of the studied concretes, as
well as their chloride binding capacity, an experimental analysis was performed. The model was
successfully compared with experimental data obtained from an offshore oil platform located in
Brazil. Moreover, apart from the main objectives, numerous results were obtained throughout
this work. For instance, several diffusion coefficients and the relation between them are discussed.
It is shown how the electric field set up between the ionic species depends on the gradient of the
species’ concentrations. Furthermore, the capillary hysteresis effects are illustrated by a proposed
model, which leads to the determination of several microstructure properties, such as the pore
size distribution and the tortuosity-connectivity of the porous network. El fenómeno de corrosión del acero de refuerzo embebido en el hormigón ha tenido gran
influencia en estructuras de hormigón armado, tanto en su funcionalidad estructural como en
aspectos de durabilidad. La penetración de cloruros en el interior del hormigón esta considerada
como el factor principal en el deterioro de la gran mayoría de estructuras. Por lo tanto, la modelización
numérica de dicho fenómeno ha generado gran interés.
El presente trabajo de investigación se centra en la modelización del transporte de cloruros
en el interior del hormigón. Las ecuaciones diferenciales que gobiernan los fenómenos a nivel
macroscópico se deducen de ecuaciones planteadas a nivel microscópico. Esto se obtiene comparando
la red porosa con un poro equivalente, el cual mantiene las mismas propiedades de la red
porosa real. El modelo está constituido por tres ecuaciones diferenciales acopladas que consideran
el transporte de cloruros, el flujo de la solución de poro y la transferencia de calor. Con estas
ecuaciones se tienen en cuenta los fenómenos de difusión, migración, advección, combinación y
precipitación de cloruros. El análisis llevado a cabo en este trabajo ha definido los parámetros
necesarios para calibrar el modelo. De acuerdo con ellas, se seleccionaron los ensayos experimentales
a realizar.
Las ecuaciones diferenciales se resolvieron mediante el método de elementos finitos. El método
clásico de Galerkin se empleó para solucionar las ecuaciones de flujo de la solución de
poro y de la transferencia de calor, mientras que el método streamline upwind Petrov-Galerkin
se utilizó para resolver la ecuación de transporte de cloruros con la finalidad de evitar inestabilidades
espaciales en problemas con advección dominante. El código de elementos finitos
está implementado en Matlab® . Con el objetivo de facilitar la comprensión del grado de influencia
de cada variable y parámetro, se realizó un análisis de sensibilidad detallado del modelo.
Se llevó a cabo una campaña experimental sobre los hormigones estudiados, con el objeto de
obtener sus propiedades difusivas, químicas e higroscópicas. El modelo se contrastó con datos
experimentales obtenidos en una plataforma petrolera localizada en Brasil. Las simulaciones
numéricas corroboraron los datos experimentales. Además, durante el desarrollo de la investigación
se obtuvieron resultados paralelos a los planteados inicialmente. Por ejemplo, el análisis de
diferentes coeficientes de difusión y la relación entre ellos. Así como también se observó que el
campo eléctrico establecido entre las especies iónicas disueltas en la solución de poro depende del
gradiente de concentración de las mismas. Los efectos de histéresis capilar son expresados por el
modelo propuesto, el cual conduce a la determinación de una serie de propiedades microscópicas,
tales como la distribución del tamaño de poro, además de la tortuosidad y conectividad de la
red porosa
Treatment of Acute Promyelocytic Leukemia with High White Cell Blood Counts.
Acute promyelocytic leukemia (APL) with WBC above 10 G/L has long been considered, even in the all-trans retinoic acid (ATRA) era, to carry a relatively poor prognosis (compared to APL with WBC below 10 G/L), due to increased early mortality and relapse. However, early deaths can to a large extent be avoided if specific measures are rapidly instigated, including prompt referral to a specialized center, immediate onset of ATRA and chemotherapy, treatment of coagulopathy with adequate platelet transfusional support, and prevention and management of differentiation syndrome. Strategies to reduce relapse rate include chemotherapy reinforcement with cytarabine and/or arsenic trioxide during consolidation, prolonged maintenance treatment, especially with ATRA and low dose chemotherapy, and possibly, although this is debated, intrathecal prophylaxis to prevent central nervous system relapse. By applying those measures, outcomes of patients with high risk APL have considerably improved, and have become in many studies almost similar to those of standard risk APL patients
Analyzing Adversarial Examples: A Framework to Study Adversary Knowledge
Adversarial examples are malicious inputs to trained machine learning models supplied to trigger a misclassification. This type of attack has been studied for close to a decade, and we find that there is a lack of study and formalization of adversary knowledge when mounting attacks. This has yielded a complex space of attack research with hard-to-compare threat models and attacks. We solve this in the image classification domain by providing a theoretical framework to study adversary knowledge inspired by work in order theory. We present an adversarial example game, based on cryptographic games, to standardize attack procedures. We survey recent attacks in the image classification domain that showcase the current state of adversarial example research. Together with our formalization, we compile results that both confirm existing beliefs about adversary knowledge, such as the potency of information about the attacked model as well as allow us to derive new conclusions on the difficulty associated with the white-box and transferable threat models, for example, transferable attacks might not be as difficult as previously thought
A European survey on the detection and management of iron overload in transfusion-dependent patients with MDS
International audienceTo better understand the detection and management of iron overload in transfusion-dependent patients with myelodysplastic syndromes (MDS), a 15-min web- or paper-based survey was conducted among 338 European physicians from 27 countries. Respondents had a mean of 18 years of clinical experience. Forty-six percent and 27% of physicians noted that detecting and treating iron overload were either "very important" or "important," respectively. The main reason for not actively exploring iron overload was related to poor patient prognosis, while the main reasons for not initiating iron chelation therapy were poor patient prognosis and older patient age. Thirty-seven percent and 31% of physicians believed that treating iron overload in these patients was "very important" or "important," respectively. Ninety percent of physicians prescribed iron chelation therapy, and 38% of transfusion-dependent patients received iron chelation therapy. The key reasons for not initiating iron chelation therapy were related to poor patient prognosis (72%), patient age ≥85 years (50%), and comorbidities (34%). The views of these experienced MDS physicians reflect available international MDS treatment guidelines
Modelling of chloride transport in non-saturated concrete : from microscale to macroscale
A model for chloride transport in concrete is proposed. The model accounts for transport several transport mechanisms such as diffusion, advection, migration, etc. This work shows the chloride transport equations at the macroscopic scale in non-saturated concrete. The equations involve diffusion, migration, capillary suction, chloride combination and precipitation mechanisms. The material is assumed to be infinitely rigid, though the porosity can change under influence of chloride binding and precipitation. The involved microscopic and macroscopic
properties of the materials are measured by standardized methods. The variables which must be imposed on the boundaries are temperature, relative humidity and chloride concentration. The output data of the model are the free, bound, precipitated and total chloride ion concentrations, as well as the pore solution content and the porosity. The proposed equations are solved by means of the finite element method (FEM) implemented in MATLAB (classical Galerkin formulation and the streamline upwind Petrov-Galerkin (SUPG) method to avoid spatial instabilities for advection dominated flows)
Myelodysplastic syndromes: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
Lenalidomide monotherapy and in combination with cytarabine, daunorubicin and etoposide for high-risk myelodysplasia and acute myeloid leukaemia with chromosome 5 abnormalities
Patients with high risk myelodysplasia (HR-MDS) and acute myeloid leukaemia (AML) with chromosomal changes involving deletion of the long arm of chromosome 5 (del5q), especially with complex karyotype, rarely have a durable response to combination chemotherapy. In the subgroup with monosomal karyotype there are no long term survivors (Fang et al., 2011) [1]. Recent experience indicates that the incidence of del5q in AML is ~20-30%, with only 20-25% of patients achieving complete remission (CR) (Farag et al., 2006) [2]. Additionally, therapy has significant toxicity, with induction death rates ~20% even in younger patients (Juliusson et al., 2009) [3]. This lack of efficacy provides the clinical rationale for combination/sequential therapy with Lenalidomide and combination chemotherapy. Dose dependent haematological toxicity is the major safety concern with such a combination protocol. Therefore we conducted a phase 2 study, AML Len5 (ISRCTN58492795), to assess safety, tolerability and efficacy of lenalidomide monotherapy, followed by lenalidomide with intensive chemotherapy in patients with primary/relapsed/refractory high risk MDS or AML with abnormalities of chromosome 5. © 2013 The Authors
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