83 research outputs found

    Study and design of cryogenic propellant acquisition systems. Volume 2: Supporting experimental program

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    Areas of cryogenic fuel systems were identified where critical experimental information was needed either to define a design criteria or to establish the feasibility of a design concept or a critical aspect of a particular design. Such data requirements fell into three broad categories: (1) basic surface tension screen characteristics; (2) screen acquisition device fabrication problems; and (3) screen surface tension device operational failure modes. To explore these problems and to establish design criteria where possible, extensive laboratory or bench test scale experiments were conducted. In general, these proved to be quite successful and, in many instances, the test results were directly used in the system design analyses and development. In some cases, particularly those relating to operational-type problems, areas requiring future research were identified, especially screen heat transfer and vibrational effects

    On the Equivalence of the Weighted Tsetlin Machine and the Perceptron

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    Tsetlin Machine (TM) has been gaining popularity as an inherently interpretable machine leaning method that is able to achieve promising performance with low computational complexity on a variety of applications. The interpretability and the low computational complexity of the TM are inherited from the Boolean expressions for representing various sub-patterns. Although possessing favorable properties, TM has not been the go-to method for AI applications, mainly due to its conceptual and theoretical differences compared with perceptrons and neural networks, which are more widely known and well understood. In this paper, we provide detailed insights for the operational concept of the TM, and try to bridge the gap in the theoretical understanding between the perceptron and the TM. More specifically, we study the operational concept of the TM following the analytical structure of perceptrons, showing the resemblance between the perceptrons and the TM. Through the analysis, we indicated that the TM's weight update can be considered as a special case of the gradient weight update. We also perform an empirical analysis of TM by showing the flexibility in determining the clause length, visualization of decision boundaries and obtaining interpretable boolean expressions from TM. In addition, we also discuss the advantages of TM in terms of its structure and its ability to solve more complex problems

    Numerical computation of three-dimensional blunt body flow fields with an impinging shock

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    A time-marching finite-difference method was used to solve the compressible Navier-Stokes equations for the three-dimensional wing-leading-edge shock impingement problem. The bow shock was treated as a discontinuity across which the exact shock jump conditions were applied. All interior shock layer detail such as shear layers, shock waves, jets, and the wall boundary layer were automatically captured in the solution. The impinging shock was introduced by discontinuously changing the freestream conditions across the intersection line at the bow shock. A special storage-saving procedure for sweeping through the finite-difference mesh was developed which reduces the required amount of computer storage by at least a factor of two without sacrificing the execution time. Numerical results are presented for infinite cylinder blunt body cases as well as the three-dimensional shock impingement case. The numerical results are compared with existing experimental and theoretical results

    Four phases of angular-momentum buildup in high-z galaxies: from cosmic-web streams through an extended ring to disc and bulge

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    We study the angular-momentum (AM) buildup in high-z massive galaxies using high-resolution cosmological simulations. The AM originates in co-planar streams of cold gas and merging galaxies tracing cosmic-web filaments, and it undergoes four phases of evolution. (I) Outside the halo virial radius (Rv∼100 kpc), the elongated streams gain AM by tidal torques with a specific AM (sAM) ∼1.7times the dark matter (DM) spin due to the gas' higher quadrupole moment. This AM is expressed as stream impact parameters, from ∼0.3Rv to counter rotation. (II) In the outer halo, while the incoming DM mixes with the existing halo of lower sAM to a spin λdm∼0.04, the cold streams transport the AM to the inner halo such that their spin in the halo is ∼3λdm. (III) Near pericentre, the streams dissipate into an irregular rotating ring extending to ∼0.3Rv and tilted relative to the inner disc. Torques exerted partly by the disc make the ring gas lose AM, spiral in, and settle into the disc within one orbit. The ring is observable with 30 per cent probability as a damped Lyman α absorber. (IV) Within the disc, <0.1Rv, torques associated with violent disc instability drive AM out and baryons into a central bulge, while outflows remove low-spin gas, introducing certain sensitivity to feedback strength. Despite the different AM histories of gas and DM, the disc spin is comparable to the DM-halo spin. Counter rotation can strongly affect disc evolutio

    Ergonomic aspects of harvesting apples by hand

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    Following Parliamentary debates in 1980 on the quality of fresh market produce, in particular apples, a grant was awarded for research into the ergonomics of harvesting and marketing apples. The objectives were to study ways to improve the quality of English apples in the market place by examining the ergonomics and the cost effectiveness of methods of hand-picking apples. This involved: participation observation studies, observation of professional pickers, surveys and questionnaires, in an effort to define problem areas and to prepare a criticism of present methods. Additional studies of potential fatigue and stress both in fieldwork and in simulation were intended as a preliminary investigation to devise a preferred picking method and to redesign picking and handling aids where appropriate. [Continues.

    Center for Space Transportation and Applied Research Fifth Annual Technical Symposium Proceedings

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    This Fifth Annual Technical Symposium, sponsored by the UT-Calspan Center for Space Transportation and Applied Research (CSTAR), is organized to provide an overview of the technical accomplishments of the Center's five Research and Technology focus areas during the past year. These areas include chemical propulsion, electric propulsion, commerical space transportation, computational methods, and laser materials processing. Papers in the area of artificial intelligence/expert systems are also presented

    Two hundred sixty SL-3 motor program. Volume 4 - Static test firing of motor 260-SL-3 Final report

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    Static test firing of 260-SL-3 rocket motor to verify design concepts, fabrication techniques, and materials suitabilit

    Compendium of Applications Technology Satellite user experiments

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    The achievements of the user experiments performed with ATS satellites from 1967 to 1973 are summarized. Included are fixed and mobile point to point communications experiments involving voice, teletype and facsimile transmissions. Particular emphasis is given to the Alaska and Hawaii satellite communications experiments. The use of the ATS satellites for ranging and position fixing of ships and aircraft is also covered. The structure and operating characteristics of the various ATS satellite are briefly described
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