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Monolayer Engineered Microchannels for Motor Protein Transport

Sandia journal manuscript; Not yet accepted for publication

Bunker, B.C.; Bachand, George B.; Manginell, Ronald P.

Here, self-assembled monolayers (SAMS) have been investigated for their ability to confine the absorption of the motor protein kinesin and direct the movement of microtubule shuttles (MTs) within channels of a lithographically patterned microfluidic device. Channels were made from gold films deposited on a silicon wafer to provide chemically distinct surfaces for the selective formation of a range of alkane thiol monolayers on channel walls. Devices were then exposed to solutions containing casein and kinesin to develop protein monolayers capable of propelling microtubules in the presence of adenosine triphosphate (ATP) fuel. Fluorescence microscopy images were used to observe the attachment of MTs to chemically distinct regions and to evaluate the ability of the various monolayer coatings to confine the movement of MTs within the channel system. Ellipsometry was used to characterize the protein adsorption characteristics of SAMS terminated with different functional groups to help establish confinement mechanisms. Finally, both anti-fouling and cationic monolayers were found to be effective in confining MT movement within the channels by controlling the adsorption or orientation of the casein buffer layers that mediate motor protein attachment and functionality.

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Verification and validation as applied epistemology

McNamara, Laura A.; Trucano, Timothy G.; Backus, George A.

Since 1998, the Department of Energy/NNSA National Laboratories have invested millions in strategies for assessing the credibility of computational science and engineering (CSE) models used in high consequence decision making. The answer? There is no answer. There's a process--and a lot of politics. The importance of model evaluation (verification, validation, uncertainty quantification, and assessment) increases in direct proportion to the significance of the model as input to a decision. Other fields, including computational social science, can learn from the experience of the national laboratories. Some implications for evaluating 'low cognition agents'. Epistemology considers the question, How do we know what we [think we] know? What makes Western science special in producing reliable, predictive knowledge about the world? V&V takes epistemology out of the realm of thought and puts it into practice. What is the role of modeling and simulation in the production of reliable, credible scientific knowledge about the world? What steps, investments, practices do I pursue to convince myself that the model I have developed is producing credible knowledge?

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Results 80501–80525 of 96,771
Results 80501–80525 of 96,771