The objective of this work is to categorize the available fly ashes in different parts of the world into distinct groups based on its compositional attributes. Kohonen's self-organizing feature map and radial basis function networks are applied in a cascading fashion for the classification of fly ashes in terms of its chemical parameters. The basic procedure of the methodology consists of three stages: apply self-organizing neural net to ascertain possible number of groups, delineate them and identify the group sensitive attributes; (...) find mean values of sensitive attributes of the elicited groups and augment them as start-up prototypes in k-means algorithm and find the refined centroids of these groups; incorporate the centroids in a two layer radial basis function network and fine-tune the delineated groups and develop an indexing equation using the weights of the stabilized network. Further, to demonstrate the utility of this classification scheme, the so formed groups were correlated with their performance in High Volume Fly Ash Concrete System [HVFAC]. The categorization was found to be excellent and compares well with Canadian Standard Association's [CSA A 3000] classification scheme. (shrink)

Plamondon & Alimi's model will gain substantially in credibility when it is able to come up with predictions for new (rather than old) experimental results that discriminate between various models. Moreover, the present model is nothing more than a descriptive not an explanation for motor performance. A link to the contribution of various neuronal mechanisms involved in motor control and of muscle properties to the performance of the model is crucial.

Recent results have shown that the relative activation of muscles is different for isometric contractions and for movements. These results exclude an explanation of muscle activation patterns by a combination ofreciprocal and coactivation commands. These results also indicate that joint stiffness is not uniquely determined and that it may be different for isometric contractions and movements.

Textbooks Ta‘lîm al-muta‘allim can be an alternative solution to the problems of character education in Indonesia. Inside the book there are methods that specifically leads to holistic learning code like the concept of learning objectives, choose a teacher or school, choosing friends, even mastered a learning method such as learning itself, deliberation, mutharahah, and mudzakarah. This study aimed to analyze the text book Ta‘lîm al-muta‘allim works of Sheikh Az-Zarnuji then compare it with several books of Plato’s philosophy idealism. The method (...) used is the analysis of documents by grouping clauses-clauses in the textbook Ta‘lîm al-muta‘allim in category: metaphysics, epistemology, axiology, the purpose of education, curriculum, method, the position of the students and teachers. Then compare it with documents from various sources about the Platoidealism. The study shows that there are some similarities between SheikhAz-Zarnuji thought with Plato. For example, the similarity between the two is the concept of metaphysics in Ta‘lîm al-muta‘allim called ma’rifatullah, while the concepts included in the Plato called the idealistic concept of macrocosm and microcosm. The similarity was impacted on shared educational goals from SheikhAz-Zarnuji, students and revitalize direction, into individual for himself, to achieve goodness and union with God. The difference mainly stated in the concept of metaphysics specific aspects in their respective reviews. For example, Sheikh Az-Zarnuji said that reality comes from God, while idealism states that the reality can be dug in God through contemplation or idea or reason. (shrink)

Although the field of surgical ethics focuses primarily on informed consent, surgical decision‐making, and research ethics, some surgeons have started to consider ethical questions regarding justice and solidarity with poor and minoritized populations. To date, those calling for social justice in surgical care have emphasized increased diversity within the ranks of the surgical profession. This article, in contrast, foregrounds the agency of those most affected by injustice by bringing to bear an ethic of accompaniment. The ethic of accompaniment is born (...) from a theological tradition that has motivated work to improve health outcomes in those at the margins through its emphasis on listening, solidarity against systemic drivers of disease, and proximity to individuals and communities. Through a review of surgical ethics and exploration of a central patient case, we argue for applying an ethic of accompaniment to the care of surgical patients and their communities. (shrink)

The US neutrino community gathered at the Workshop on the Intermediate Neutrino Program at Brookhaven National Laboratory February 4-6, 2015 to explore opportunities in neutrino physics over the next five to ten years. Scientists from particle, astroparticle and nuclear physics participated in the workshop. The workshop examined promising opportunities for neutrino physics in the intermediate term, including possible new small to mid-scale experiments, US contributions to large experiments, upgrades to existing experiments, R&D plans and theory. The workshop was organized into (...) two sets of parallel working group sessions, divided by physics topics and technology. Physics working groups covered topics on Sterile Neutrinos, Neutrino Mixing, Neutrino Interactions, Neutrino Properties and Astrophysical Neutrinos. Technology sessions were organized into Theory, Short-Baseline Accelerator Neutrinos, Reactor Neutrinos, Detector R&D and Source, Cyclotron and Meson Decay at Rest sessions.This report summarizes discussion and conclusions from the workshop. (shrink)

Background. The COVID-19 pandemic necessitated drastic changes to undergraduate medical training at the University of Botswana (UB). To save the academic year when campus was locked down, the Department of Medical Education conducted a needs assessment to determine the readiness for emergency remote teaching (ERT) of the Faculty of Medicine, UB. Objectives. To report on the findings of needs assessment surveys to assess learner and teaching staff preparedness for fair and just ERT, as defined by philosopher John Rawls. Methods. Needs (...) assessment surveys were conducted using Office 365 Forms distributed via WhatsApp, targeting medical students and teaching staff during the 5 undergraduate years. Data were analysed quantitatively and qualitatively. Results. Ninety-two percent (266/289) of students and 73.5% (62/84) of teaching staff responded. Surveys revealed a high penetration of smartphones among students, but poor internet accessibility and affordability in homes. Some teaching staff also reported internet and device insufficiencies. Only WhatsApp was accessible to students and teaching staff. Conclusions. For equitable access to ERT in the future, the surveys revealed infrastructural improvement needs, including wider, stronger, affordable WiFi coverage within Botswana and enhanced digital infrastructures in educational institutions, with increased support for students. (shrink)