987 research outputs found

    Construction and Measurements of an Improved Vacuum-Swing-Adsorption Radon-Mitigation System

    Full text link
    In order to reduce backgrounds from radon-daughter plate-out onto detector surfaces, an ultra-low-radon cleanroom is being commissioned at the South Dakota School of Mines and Technology. An improved vacuum-swing-adsorption radon mitigation system and cleanroom build upon a previous design implemented at Syracuse University that achieved radon levels of ∼\sim0.2 \,Bq \,m−3^{-3}. This improved system will employ a better pump and larger carbon beds feeding a redesigned cleanroom with an internal HVAC unit and aged water for humidification. With the rebuilt (original) radon mitigation system, the new low-radon cleanroom has already achieved a >> \,300×\times reduction from an input activity of 58.6±0.758.6\pm0.7 \,Bq \,m−3^{-3} to a cleanroom activity of 0.13±0.060.13\pm0.06 \,Bq \,m−3^{-3}.Comment: 5 pages, 4 figures, Proceedings of Low Radioactivity Techniques (LRT) 2015, Seattle, WA, March 18-20, 201

    Instrument Bias Correction With Machine Learning Algorithms: Application to Field-Portable Mass Spectrometry

    Get PDF
    In situ sensors for environmental chemistry promise more thorough observations, which are necessary for high confidence predictions in earth systems science. However, these can be a challenge to interpret because the sensors are strongly influenced by temperature, humidity, pressure, or other secondary environmental conditions that are not of direct interest. We present a comparison of two statistical learning methods—a generalized additive model and a long short-term memory neural network model for bias correction of in situ sensor data. We discuss their performance and tradeoffs when the two bias correction methods are applied to data from submersible and shipboard mass spectrometers. Both instruments measure the most abundant gases dissolved in water and can be used to reconstruct biochemical metabolisms, including those that regulate atmospheric carbon dioxide. Both models demonstrate a high degree of skill at correcting for instrument bias using correlated environmental measurements; the difference in their respective performance is less than 1% in terms of root mean squared error. Overall, the long short-term memory bias correction produced an error of 5% for O2 and 8.5% for CO2 when compared against independent membrane DO and laser spectrometer instruments. This represents a predictive accuracy of 92–95% for both gases. It is apparent that the most important factor in a skillful bias correction is the measurement of the secondary environmental conditions that are likely to correlate with the instrument bias. These statistical learning methods are extremely flexible and permit the inclusion of nearly an infinite number of correlates in finding the best bias correction solution

    Unintended and accidental medical radiation exposures in radiology: guidelines on investigation and prevention

    Get PDF
    This paper sets out guidelines for managing radiation exposure incidents involving patients in diagnostic and interventional radiology. The work is based on collation of experiences from representatives of international and national organizations for radiologists, medical physicists, radiographers, regulators, and equipment manufacturers, derived from an International Atomic Energy Agency Technical Meeting. More serious overexposures can result in skin doses high enough to produce tissue reactions, in interventional procedures and computed tomography, most notably from perfusion studies. A major factor involved has been deficiencies in training of staff in operation of equipment and optimization techniques. The use of checklists and time outs before procedures commence, and dose alerts when critical levels are reached during procedures can provide safeguards to reduce risks of these effects occurring. However, unintended and accidental overexposures resulting in relatively small additional doses can take place in any diagnostic or interventional X-ray procedure and it is important to learn from errors that occur, as these may lead to increased risks of stochastic effects. Such events may involve the wrong examinations, procedural errors, or equipment faults. Guidance is given on prevention, investigation and dose calculation for radiology exposure incidents within healthcare facilities. Responsibilities should be clearly set out in formal policies, and procedures should be in place to ensure that root causes are identified and deficiencies addressed. When an overexposure of a patient or an unintended exposure of a foetus occurs, the foetal, organ, skin and/or effective dose may be estimated from exposure data. When doses are very low, generic values for the examination may be sufficient, but a full assessment of doses to all exposed organs and tissues may sometimes be required. The use of general terminology to describe risks from stochastic effects is recommended rather than calculation of numerical values, as these are misleading when applied to individuals

    Selectivity of hydrogen chemisorption on clean and lead modified palladium particles; a TPD and photoemission study

    Get PDF
    This work describes hydrogen chemisorption on clean and lead modified palladium particles obtained from decomposition of PdO. TPD is used as a chemical probe to test the surface properties of several states of metallic palladium relevant in practical selective hydrogenation catalysts. These states differ in oxygen content and the presence of a lead modifier. XPS and UPS data serve as a basis for identifying the surface properties. TPD spectra show a very broad low temperature peak-likely bulk hydride decomposition-and a sharp TPD peak between 330 and 380 K. This latter can be devided into three rather poorly separated subpeaks; addition of Pb does not shift peak maxima but decreases the central subpeak and eliminates the high temperature peak completely. This points to the interaction of Pb with specific surface sites rather than to bulk alloy formation. The enhancement of selectivity in hydrogenation obtained from lead modification is considered as a geometric site blocking effect rather than to arise from a bulk modification of the valence electronic structure of palladium metal

    The production, design and application of antimicrobial peptides

    Get PDF
    Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Chemical Engineering, 2007.Includes bibliographical references (p. 248-268).With the spread of drug-resistant bacteria, existing antibiotics are losing their potency. Antimicrobial peptides (AmPs) represent an exciting class of drug candidates, particularly because their mechanism of action is unlikely to induce drug resistance. If resistance to AmPs were also slower to emerge in the clinic, they would have longer useful lifetimes than existing antibiotics. Nevertheless, a number of limitations exist for AmPs in the clinic. The high cost of peptide manufacture requires that highly potent sequences are created. Additionally, AmP selectivity must be improved if effective systemic doses are to be given without hemolytic activity or other toxicity. Improved high-throughput methods for AmP design or discovery could enable the achievement of both of these goals. To this end, we developed an approach based on the discovery of semi-conserved motifs across natural AmPs, which we demonstrated are associated with antimicrobial activity. Additionally, we created novel AmP formulations that may bypass some of these clinical limitations. In order to evaluate AmP design approaches, a high-throughput production and assay platform was created using in vitro translation. This technology may produce peptides that would be toxic to recombinant hosts and synthesize peptides of arbitrary length.(cont.) The cost per peptide was minimized through a series of process improvements. First, we created methods to construct oligonucleotides that mimicked our motif-based design of AmPs. This approach allowed the reuse of primers for many peptides, reducing cost and enabling the study of pattern synergy. Additionally, we found peptide translation was enhanced by co-translating a fusion partner in frame with the AmP. The AmP could be freed from the fusion partner after translation using enterokinase digestion. Further, we increased yield 3-fold by optimizing the length of fusion partner. The partner was made as short as possible to limit the translational resources required to synthesize the fusion partner, while being long enough to ensure stability from proteases. The solubility of the fusion partner-AmP construct was also improved through the selection of a highly soluble partner of the optimal length. Finally, we developed a purification scheme to ensure that the in vitro translation extract would not impact measurement of antimicrobial activity. We also developed and evaluated the design of AmPs using semi-conserved motifs. We used a database of over 500 natural AmPs as a training set for pattern discovery.(cont.) The resulting motifs were exhaustively recombined to create all 20 amino acid sequences that were entirely covered by these patterns. These sequences were clustered, and 42 diverse members selected for characterization using representative Gram negative and Gram positive bacteria. Approximately 50% of the designed AmPs were active against at least one of the bacteria at 256 ug/ml. Control peptides were created in which the amino acids in the designed peptides were rearranged such that they were not homologous to any antimicrobial motifs. Thus, these controls had the same bulk physiochemical properties frequently associated with antimicrobial activity as the designed sequences, but we hypothesized they would not be active because they did not match the antimicrobial motifs. In fact, only 5% of the control sequences had activity at 256 ug/ml, indicating that the antimicrobial motifs give a 10-fold enrichment in activity. Further, two highly active designed peptides had MICs of 16 ug/ml against Bacillus cereus and 64 ug/ml against Escherichia coli. Additionally, AmPs active against B. cereus were all active against the hospital pathogen Staphylococcus aureus, and the bioterror agent, Bacillus anthracis.(cont.) Our motif-based design may be most effective as the first stage of a two-stage design tool. In the first stage, highly diverse leads with novel profiles are created and evaluated. Promising leads could then be optimized using a variety of techniques. By creating just 44 variants of one lead, we designed an AmP with broad spectrum activity that had MICs of 16 ug/ml against E. coli and 8 ug/ml against B. cereus and 4 ug/ml against S. aureus. Another approach to build on our design tool would be to incorporate activity and toxicity characteristics of members of the training set into the design or scoring of new sequences. In order to begin assembling this data using a standardized method, a representative set of 100 natural, linear AmPs was chosen through clustering. Their antimicrobial activity against E. coli, S. epidermidis, and S. aureus were evaluated, along with hemolytic activity. When further supplemented, this information may enable an improved scoring metric to be created. Additionally, we systematically demonstrated that amidating the c-terminus of natural AmPs improves both antimicrobial activity and therapeutic index. Finally, we recognized that AmP's mechanism of action would allow activity to be retained when they are permanently tethered to medical device surfaces.(cont.) Unlike existing coatings which rely on the slow release of silver or other antibiotics, a permanently tethered approach could have a longer lifetime and reduced systemic toxicity concerns. A versatile chemistry was developed to create immobilized AmP coatings. These formulations had broad spectrum antimicrobial activity without significant hemolytic activity. Further, the coatings were effective through multiple bacterial challenges. The combination of the AmP design tool along with localized formulations represent a significant advance in the process of moving AmPs to the clinic to combat drug-resistant infections.by Christopher Loose.Ph.D

    Consumers’ reactions to nutrition and ingredient labelling for wine – A cross-country discrete choice experiment

    Get PDF
    The purpose of this study is to examine consumers' reactions to the introduction of nutrition and ingredient labelling for wine, a product that is so far still exempt from mandatory nutrition and ingredient labelling. It also analyses the effect of positive and negative information about the use of ingredients in wine on consumers' choice. Representative samples for wine consumers from three distinctly different countries representing old and new wine markets (Australia, n = 745; Germany, n = 716; Italy, n = 715) completed a discrete choice experiment (DCE) with graphically simulated wine back labels. For each country, respondents were randomly allocated to a reference group and two different treatment conditions where they received newspaper-like information (positive, negative) before making choices. Results for the reference condition show that consumers across all three countries have a significant positive utility for detailed nutrition information. Instead, ingredient information only receives a positive utility in Italy, whereas German and Australian respondents do not receive utility from ingredient labelling. When consumers in the treatment group are confronted with negative media information the attribute importance of ingredients significantly increases across all three countries, clean labelled products without ingredients are preferred, and a significantly higher share of consumers in Germany and Italy prefer not to buy any wine. The treatment effect of positive media information on consumers’ wine choice is lower than that of negative information. The results of the study have implications for the pending new regulation of wine labelling and for communication strategies of the wine industry that should actively inform consumers about the necessity of ingredients in wine production

    Unusual magnetic-field dependence of partially frustrated triangular ordering in manganese tricyanomethanide

    Full text link
    Manganese tricyanomethanide, Mn[C(CN)3]2, consists of two interpenetrating three-dimensional rutile-like networks. In each network, the tridentate C(CN)3- anion gives rise to superexchange interactions between the Mn2+ ions (S=5/2) that can be mapped onto the "row model" for partially frustrated triangular magnets. We present heat capacity measurements that reveal a phase transition at T_N = 1.18K, indicative of magnetic ordering. The zero-field magnetically ordered structure was solved from neutron powder diffraction data taken between 0.04 and 1.2 K. It consists of an incommensurate spiral with a temperature independent propagation vector Q=(2Q 0 0)=(+/-0.622 0 0), where different signs relate to the two different networks. This corresponds to (+/-0.311 +/-0.311 0) in a quasi-hexagonal representation. The ordered moment mu=3.3mu_B is about 2/3 of the full Mn2+ moment. From the values of T_N and Q, the exchange parameters J/k = 0.15 K and J'/J = 0.749 are estimated. The magnetic-field dependence of the intensity of the Bragg reflection, measured for external fields H||Q, indicates the presence of three different magnetic phases. We associate them with the incommensurate spiral (H < 13.5 kOe), an intermediate phase (13.5 kOe 16 kOe) proposed for related compounds. For increasing fields, Q continuously approaches the value 1/3, corresponding to the commensurate magnetic structure of the fully frustrated triangular lattice. This value is reached at H_c = 19 kOe. At this point, the field-dependence reverses and Q adopts a value of 0.327 at 26 kOe, the highest field applied in the experiment. Except for H_c, the magnetic ordering is incommensurate in all three magnetic phases of Mn[C(CN)3]2.Comment: accepted for publication in J. Phys.: Condens. Matte

    Molecular dynamics of flows in the Knudsen regime

    Get PDF
    Novel technological applications often involve fluid flows in the Knudsen regime in which the mean free path is comparable to the system size. We use molecular dynamics simulations to study the transition between the dilute gas and the dense fluid regimes as the fluid density is increased.Comment: REVTeX, 15 pages, 4 EPS figures, to appear in Physica

    Reviews

    Get PDF
    Behaviour of the Human Ureter in Health and Disease James Ross / Peter Edmond / Ian Kirkland Churchill-Livingstone 1972. £3.50Medical Treatment, a Textbook of Therapy in Four Volumes Volume VI. K. Maclean &amp; G. Scott J. &amp; A. Churchill, London 1971. £2.25.Proceedings of the Symposium on Epidural Analgesia in Obstetrics1972, London Editor, Andrew Doughty, M.B., B.S., F.F.A.R.C.S. Published by H. K. Lewis &amp; Co. Ltd. London. Price £1.5
    • …
    corecore