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    Optimization of dimensions and inner surface of water cherenkov detector with one photomultiplier tube (PMT)

    , Article Proceedings of the 32nd International Cosmic Ray Conference, ICRC 2011 ; Volume 5 , 2011 , Pages 240-243 Mortazavi Moghaddam, S ; Khalaj, P ; Bahmanabadi, M ; Purmohammad, D ; Abdollahi, S ; China Center of Advanced Science and Technology (CCAST); Chinese Academy of Sciences (CAS); Institute of High Energy Physics (IHEP); National Natural Science Foundation of China (NSFC) ; Sharif University of Technology
    2011
    Abstract
    In order to be more precise to find primary cosmic particles directions, nowadays detectors and data analysis for studying secondary particles in extensive air showers have an ongoing progress and water Cherenkov detector is considered as a secondary particle detector. Our aim in this paper is to optimize the size and the inner surface characteristic of a cylindrical water Cherenkov tank with one PMT. By comparing simulation outputs with experiments results, we show that the diffusing inner surface is more practical than the reflective inner surface and we conclude that the optimum height for a diffusing tank with a diameter of 45cm is 60cm  

    Self-assembled, nanowire network electrodes for depleted bulk heterojunction solar cells

    , Article Advanced Materials ; Volume 25, Issue 12 , January , 2013 , Pages 1769-1773 ; 09359648 (ISSN) Lan, X ; Bai, J ; Masala, S ; Thon, S. M ; Ren, Y ; Kramer, I. J ; Hoogland, S ; Simchi, A ; Koleilat, G. I ; Paz-Soldan, D ; Ning, Z ; Labelle, A. J ; Kim, J. Y ; Jabbour, G ; Sargent, E. H ; Sharif University of Technology
    2013
    Abstract
    Herein, a solution-processed, bottom-up-fabricated, nanowire network electrode is developed. This electrode features a ZnO template which is converted into locally connected, infiltratable, TiO2 nanowires. This new electrode is used to build a depleted bulk heterojunction solar cell employing hybrid-passivated colloidal quantum dots. The new electrode allows the application of a thicker, and thus more light-absorbing, colloidal quantum dot active layer, from which charge extraction of an efficiency comparable to that obtained from a thinner, planar device could be obtained  

    Wind energy conversion system based on DFIG with open switch fault tolerant six-legs AC-DC-AC converter

    , Article Proceedings of the IEEE International Conference on Industrial Technology, Cape Town ; February , 2013 , Pages 1656-1661 ; 9781467345699 (ISBN) Shahbazi, M ; Zolghadri, M. R ; Poure, P ; Saadate, S ; The Institute of Electrical and Electronics Engineers (IEEE); IEEE Industrial Electronics Society (IES); IEEE Technology Management Council; IEEE Region 8; IEEE South Africa Section IE/IA/PEL Joint Chapter ; Sharif University of Technology
    2013
    Abstract
    Continuity of service of wind energy conversion systems as well as their reliability and performances are some of the major concerns in this power generation area. Six-legs AC/DC/AC converters are normally used in modern wind energy systems like as in the system with a doubly-fed induction generator (DFIG). A sudden failure of the converter can lead to the total or partial loss of the control of the phase currents and can cause serious system malfunction or shutdown. Therefore, to prevent the spread of the fault to the other system components and to ensure continuity of service, fault tolerant converter topologies associated to quick and effective fault detection and compensation methods... 

    Importance of factors effective upon consumers' perception of fairness in dynamic pricing: An fcm approach SUBMITTED to: ICAI

    , Article Proceedings of the 2011 International Conference on Artificial Intelligence, ICAI 2011 ; Volume 2 , 2011 , Pages 698-705 ; 9781601321855 (ISBN) Dehdashti, Y ; Lotfi, N ; Namin, A. T ; Najmi, M ; Univ. California, Berkeley, BISC; HST Harvard Univ. MIT, Biomed. Cybern. Lab.; Univ. Texas Austin, Intelligent Data Explor. Anal. Lab.; Univ. South. California, CACS; University of Minnesota, Minnesota Supercomputing Institute ; Sharif University of Technology
    2011
    Abstract
    This article build upon fairness in pricing -i.e. a perceived fairness judgment by a buyer of a seller's prices (Haws and Bearden, 2006) - and dynamic pricing - a strategy in which prices vary over time, consumers, and/or circumstances (Haws and Bearden, 2006) - an analysis of the importance of the factors influencing consumers' perception of fairness. Specifically, it uses fuzzy cognitive maps on the model proposed by Haws and Bearden (2006) to find the most important path leading to consumer satisfaction with the price. The FCM analyzes the responses of a group of 30 experts from 4 leading companies in medical equipment importing to find the most important paths  

    Real and Integer Extended Rank Reduction Formulas and Matrix Decompositions: A Review

    , Article Springer Proceedings in Mathematics and Statistics, 5 January 2014 through 9 January 2014 ; Volume 134 , January , 2015 , Pages 237-259 ; 21941009 (ISSN) ; 9783319176888 (ISBN) Mahdavi Amiri, N ; Golpar Raboky, E ; Al Baali M ; Grandinetti L ; Purnama A ; AMPL, USA; et al; German University of Technology (GUtech), Oman; SQU; The International Center for Theoretical Physics, ICTP, Italy; The Research Council of Oman ; Sharif University of Technology
    Springer New York LLC  2015
    Abstract
    We have recently developed an extended rank reducing process for rank reduction of a matrix leading to various matrix decompositions containing the Abaffy-Broyden-Spedicato (ABS) and Wedderburn processes. Notably, the extended process contains both the Wedderburn biconjugation process and the scaled extended ABS class of algorithms. The process provides a general finite iterative approach for constructing factorizations of a matrix and its transpose under a common framework of a general decomposition having various useful structures such as triangular, orthogonal, diagonal, banded and Hessenberg and many others. One main new result is the derivation of an extended rank reducing process for... 

    A Performance-Based Approach to the Design of Shallow Foundations Resting on Heterogeneous Subsoil Prone to Liquefaction Hazards

    , Article 4th Geo-China International Conference: Innovative Technologies for Severe Weather and Climate Change, Geo-China 2016, 25 July 2016 through 27 July 2016 ; Volume 2016-January, Issue 264 GSP , 2016 , Pages 47-55 ; 08950563 (ISSN) Pak, A ; Ayoubi, P ; Shahir, H ; El-Badawy S ; Cheng D ; Arab M ; Chinese National Science Foundation; Geo-Institute (G-I) of the American Society of Civil Engineers (ASCE); Shandong Department of Transportation; Shandong University; University of Oklahoma ; Sharif University of Technology
    American Society of Civil Engineers (ASCE)  2016
    Abstract
    Performance-based design (PBD) has become increasingly important in recent years, especially for the design of foundations rested on sub-soils that are susceptible to liquefaction at seismically active areas. Shallow foundations may fail due to excessive settlement because of liquefaction of the underlying loose saturated cohesion-less sands. Building codes usually do not address the issue of liquefaction-induced settlement of shallow foundations. In this paper, a framework is proposed for calculating the liquefaction-induced settlement of shallow foundations resting on heterogeneous two-layered liquefiable soil by conducting a series of 3D. hydro-mechanical dynamic analyses in a fully... 

    Source apportionment of fine particulate matter in a Middle Eastern Metropolis, Tehran-Iran, using PMF with organic and inorganic markers

    , Article Science of the Total Environment ; Volume 705 , 2020 Esmaeilirad, S ; Lai, A ; Abbaszade, G ; Schnelle Kreis, J ; Zimmermann, R ; Uzu, G ; Daellenbach, K ; Canonaco, F ; Hassankhany, H ; Arhami, M ; Baltensperger, U ; Prévôt, A. S. H ; Schauer, J. J ; Jaffrezo, J. L ; Hosseini, V ; El Haddad, I ; Sharif University of Technology
    Elsevier B.V  2020
    Abstract
    With over 8 million inhabitants and 4 million motor vehicles on the streets, Tehran is one of the most crowded and polluted cities in the Middle East. Frequent exceedances of national daily PM2.5 limit have been reported in this city during the last decade, yet, the chemical composition and sources of fine particles are poorly determined. In the present study, 24-hour PM2.5 samples were collected at two urban sites during two separate campaigns, a one-year period from 2014 to 2015 and another three-month period at the beginning of 2017. Concentrations of organic carbon (OC), elemental carbon (EC), inorganic ions, trace metals and specific organic molecular markers were measured by chemical... 

    Motion of deformable ring made of IPMC

    , Article Proceedings of SPIE - The International Society for Optical Engineering ; Volume 8409 , 2012 ; 0277786X (ISSN); 9780819490872 (ISBN) Firouzeh, A ; Alasty, A ; Ozmaeian, M ; National Institute of Standards and Technology; Asia Pacific Committee of Smart and Nano Materials; Nanyang Technol. Univ., Adv. Mater. Res. Cent.; The National Natural Science Foundation of China; Chinese Society of Composite Materials ; Sharif University of Technology
    2012
    Abstract
    In this paper application of Ionic Polymer Metal Composite (IPMC) as actuator in a deformable ring capable of locomotion is studied. Such a deformable ring moves as a result of gravitational force acting on its body when its shape changes. It can be used in exploration, search and rescue missions in future, where using conventional robots with rigid bodies and actuators is impossible. Large deformation induced by small stimulating voltage, low stiffness the sensing characteristics that in future work can be used in feedback control make IPMC a good choice for such an application. In this work first a model for IPMC is introduce that can be used in simulating deformation of IPMC in different... 

    Design and implementation of vector quantizer for a 600 bps vocoder based on MELP

    , Article 11th International Conference on Advanced Communication Technology, ICACT 2009, Phoenix Park, 15 February 2009 through 18 February 2009 ; Volume 2 , 2009 , Pages 1487-1490 ; 17389445 (ISSN); 9788955191387 (ISBN) Khalili, F ; Ardebilipour, M ; Sameti, H ; IEEE Communications Society, IEEE ComSoc; IEEE Region 10 and IEEE Daejeon Section; Korean Institute of Communication Sciences, KICS; lEEK Communications Society, IEEK ComSoc; Korean Institute of Information Scientists and Engineers, KIISE; et al ; Sharif University of Technology
    2009
    Abstract
    This paper describes a vector quantization of a 600 bps speech coding parameters based on the Mixed Excitation Linear Prediction (MELP) model, which was accepted as a standard in communication on narrow-band HF channels. The MELP speech coders are robust in difficult background noise environments and intended mostly for military communications. To reduce the bit rate, a joint vector quantization of multi-frame is developed that takes advantage of inherent inter-frame redundancy of the MELP parameters. By grouping parameters of 4 frames into a multi-frame and using vector quantization, bit rate is decreased 4 times and output speech is still intelligible  

    Personalized computational human phantoms via a hybrid model-based deep learning method

    , Article 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020, 1 June 2020 through 3 June 2020 ; July , 2020 Khodajou Chokami, H ; Bitarafan, A ; Dylov, D. V ; Soleymani Baghshah, M ; Hosseini, S. A ; IEEE; IEEE Instrumentation and Measurement Society; IEEE Sensors Council Italy Chapter; Politecnica di Bari; Politecnico di Torino; Societa Italiana di Analisi del Movimento in Clinica ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    Computed tomography (CT) simulators are versatile tools for scanning protocol evaluation, optimization of geometrical design parameters, assessment of image reconstruction algorithms, and evaluation of the impact of future innovations attempting to improve the performance of CT scanners. Computational human phantoms (CHPs) play a key role in simulators for the radiation dosimetry and assessment of image quality tasks in the medical x-ray systems. Since the construction of patient-specific CHPs can be both difficult and time-consuming, nominal standard/reference CHPs have been established, yielding significant discrepancies in the special design and optimization demands of patient dose and... 

    Red noise versus planetary interpretations in the microlensing event ogle-2013-BLG-446

    , Article Astrophysical Journal ; Volume 812, Issue 2 , 2015 ; 0004637X (ISSN) Bachelet, E ; Bramich, D.M ; Han, C ; Greenhill, J ; Street, R. A ; Gould, A ; D'Ago, G ; Alsubai, K ; Dominik, M ; Jaimes, R. F ; Horne, K ; Hundertmark, M ; Kains, N ; Snodgrass, C ; Steele, I. A ; Tsapras, Y ; Albrow, M. D ; Batista, V ; Beaulieu, J. P ; Bennett, D. P ; Brillant, S ; Caldwell, J. A. R ; Cassan, A ; Cole, A ; Coutures, C ; Dieters, S ; Prester, D. D ; Donatowicz, J ; Fouqué, P ; Hill, K ; Marquette, J. B ; Menzies, J ; Pere, C ; Ranc, C ; Wambsganss, J ; Warren, D ; Almeida, L. A. D ; Choi, J. Y ; Depoy, D. L ; Dong, S ; Hung, L. W ; Hwang, K. H ; Jablonski, F ; Jung, Y. K ; Kaspi, S ; Klein, N ; Lee, C. U ; Maoz, D ; Muñoz, J. A ; Nataf, D ; Park, H ; Pogge, R. W ; Polishook, D ; Shin, I. G ; Shporer, A ; Yee, J. C ; Abe, F ; Bhattacharya, A ; Bond, I. A ; Botzler, C. S ; Freeman, M ; Fukui, A ; Itow, Y ; Koshimoto, N ; Ling, C. H ; Masuda, K ; Matsubara, Y ; Muraki, Y ; Ohnishi, K ; Philpott, L. C ; Rattenbury, N ; Saito, T ; Sullivan, D. J ; Sumi, T ; Suzuki, D ; Tristram, P. J ; Yonehara, A ; Bozza, V ; Calchi Novati, S ; Ciceri, S ; Galianni, P ; Gu, S. H ; Harpsøe, K ; Hinse, T. C ; Jørgensen, U. G ; Juncher, D ; Korhonen, H ; Mancini, L ; Melchiorre, C ; Popovas, A ; Postiglione, A ; Rabus, M ; Rahvar, S ; Schmidt, R. W ; Scarpetta, G ; Skottfelt, J ; Southworth, J ; Stabile, A ; Surdej, J ; Wang, X. B ; Wertz, O ; Sharif University of Technology
    Institute of Physics Publishing  2015
    Abstract
    For all exoplanet candidates, the reliability of a claimed detection needs to be assessed through a careful study of systematic errors in the data to minimize the false positives rate. We present a method to investigate such systematics in microlensing data sets using the microlensing event OGLE-2013-BLG-0446 as a case study. The event was observed from multiple sites around the world and its high magnification (Amax ∼ 3000) allowed us to investigate the effects of terrestrial and annual parallax. Real-time modeling of the event while it was still ongoing suggested the presence of an extremely low-mass companion (∼3M) to the lensing star, leading to substantial follow-up coverage of the... 

    An integrated simulation model and evolutionary algorithm for train timetabling problem with considering train stops for praying

    , Article Proceedings - Winter Simulation Conference ; 2012 ; 08917736 (ISSN); 9781467347792 (ISBN) Hasannayebi, E ; Sajedinejad, A ; Mardani, S ; Mohammadi, K. S. A. R. M ; Assoc. Comput. Mach.: Spec. Interest Group Simul. (ACM/SIGSIM); Institute of Industrial Engineers (IIE); Inst. Oper. Res. Manage. Sci.: Simul. Soc. (INFORMS-SIM); The Society for Modeling and Simulation International (SCS); Arbeitsgemeinschaft Simulation (ASIM) ; Sharif University of Technology
    2012
    Abstract
    This paper presents a simulation-based optimization approach for railway timetabling, which is made interesting by the need for trains to stop periodically to allow passengers to pray. The developed framework is based on integration of a simulation model and an evolutionary path re-linking algorithm with the capability of scheduling trains, subject to the capacity constraints in order to minimize the total waiting times. A customized deadlock avoidance method has been developed which is based on a conditional capacity allocation. The proposed look-ahead deadlock avoidance approach is effective and easy to implement in the simulation model. A case study of the Iranian Railway (RAI) is... 

    New method in characterizing tensile softenig procedure in concrete

    , Article ISEC 2011 - 6th International Structural Engineering and Construction Conference: Modern Methods and Advances in Structural Engineering and Construction, 21 June 2011 through 26 June 2011 ; June , 2011 , Pages 1145-1150 ; 9789810879204 (ISBN) Khezrzadeh, H ; Mofid, M ; Yazdani S ; Cheung S. O ; Singh A ; Ghafoori N ; American Society of Civil Engineers (ASCE); Architectural Institute of Japan (AIJ); Chartered Institute of Building (CIOB); et al.; University of Nevada Las Vegas (UNLV), College of Engineering; Wayne State College of Engineering ; Sharif University of Technology
    Research Publishing Services  2011
    Abstract
    Several investigators worked on various aspects of tensile behavior of concrete because of its wide usage in structural design. One of the observable phenomena during tensile failure of concrete is strain softening, i.e. a negative slope in the stress-deformation diagrams. There are many kinds of experiment-based softening curves for concrete. In current research, use of newly introduced concept of fractal geometry and a failure model yields to a new softening curve for concrete. This new curve is denominated "Quasi-fractal" softening curve, which is a theorybased softening model. Comparison of Quasi-fractal softening curve with a set of proposed experimental softening curves has been... 

    Novel nested saturated feedback scheme for CLOS guidance via cubature Kalman filter

    , Article 25th Saint Petersburg International Conference on Integrated Navigation Systems, ICINS 2018, 28 May 2018 through 30 May 2018 ; 2018 , Pages 1-6 ; 9785919950578 (ISBN) Ahi, B ; Haeri, M ; American Institute of Aeronautics and Astronautics (AIAA); et al.; Institute of Electrical and Electronics Engineers - Aerospace and Electronic Systems Society (IEEE AESS); International Public Association - Academy of Navigation and Motion Control (ANMC); National Research University ITMO; Russian Foundation for Basic Research ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    To achieve an exact three-dimensional command to line of sight (CLOS) guidance law, a novel control scheme comprising feed-forward terms (to exactly compensate known kinematics) accompanied by an adaptive nested saturated feedback strategy is presented. A square-root cubature Kalman filter is designed as the CLOS non-linear guidance filter. Performance of the proposed guidance law is compared with the augmented proportional navigation (APN), at the absence and presence of target maneuvers, autopilot dynamics and non-ideal tracking filter. Simulation results demonstrate the satisfactory performance of proposed strategy. © 2018 Concern CSRI Elektropribor, JSC  

    Stress analysis of multilayer thin walled pipes with circular cut-outs

    , Article World Congress on Engineering 2016, WCE 2016, 29 June 2016 through 1 July 2016 ; Volume 2224 , 2016 , Pages 1146-1150 ; 20780958 (ISSN); 9789881404800 (ISBN) Kamalarajah, R ; Bull, J.W ; Chizari, M ; Ao S.I ; Ao S.I ; Gelman L ; Ao S.I ; Gelman L ; Hukins D.W.L ; Hunter A ; Korsunsky A.M ; et al.; IAENG Society of Artificial Intelligence; IAENG Society of Bioinformatics; IAENG Society of Computer Science; IAENG Society of Data Mining; IAENG Society of Electrical Engineering ; Sharif University of Technology
    Newswood Limited  2016
    Abstract
    A finite element analysis of a double layered shell with a circular hole is carried out with the computer aided engineering software Abaqus (Dassault Systèmes, FR). The model proposed has been used to perform a stress analysis on three pipes with different sized hole. Moreover, thermal expansion has been implemented in the testing. For the purpose of the research, the elastic properties of the materials have been considered and the results compared with the ones previously published in literature. The outcome of the investigation will benefit towards the design of optimal and sustainable pipes with circular cut outs  

    Global trends of hand and wrist trauma: A systematic analysis of fracture and digit amputation using the Global Burden of Disease 2017 Study

    , Article Injury Prevention ; 2020 Crowe, C. S ; Massenburg, B.B ; Morrison, S.D ; Chang, J ; Friedrich, J.B ; Abady, G.G ; Alahdab, F ; Alipour, V ; Arabloo, J ; Asaad, M ; Banach, M ; Bijani, A ; Borzì, A.M ; Briko, N.I ; Castle, C.D ; Cho, D.Y ; Chung, M.T ; Daryani, A ; Demoz, G.T ; Dingels, Z.V ; Do, H.T ; Fischer, F ; Fox, J.T ; Fukumoto, T ; Gebre, A.K ; Gebremichael, B ; Haagsma, J.A ; Haj-Mirzaian, A ; Handiso, D.W ; Hay, S.I ; Hoang, C.L ; Irvani, S.S.N ; Jozwiak, J.J ; Kalhor, R ; Kasaeian, A ; Khader, Y.S ; Khalilov, R ; Khan, E.A ; Khundkar, R ; Kisa, S ; Kisa, A ; Liu, Z ; Majdan, M ; Manafi, N ; Manafi, A ; Manda, A.-L ; Meretoja, T.J ; Miller, T.R ; Mohammadian Hafshejani, A ; Mohammadpourhodki, R ; Mohseni Bandpei, M.A ; Mokdad, A.H ; Naimzada, M.D ; Ndwandwe, D.E ; Nguyen, C.T ; Nguyen, H.L.T ; Olagunju, A.T ; Olagunju, T.O ; Pham, H.Q ; Pribadi, D.R.A ; Rabiee, N ; Ramezanzadeh, K ; Ranganathan, K ; Roberts, N.L.S ; Roever, L ; Safari, S ; Samy, A.M ; Sanchez Riera, L ; Shahabi, S ; Smarandache, C.-G ; Sylte, D.O ; Tesfay, B.E ; Tran, B.X ; Ullah, I ; Vahedi, P ; Vahedian Azimi, A ; Vos, T ; Woldeyes, D. H ; Wondmieneh, A. B ; Zhang, Z. J ; James, S. L ; Sharif University of Technology
    BMJ Publishing Group  2020
    Abstract
    Background: As global rates of mortality decrease, rates of non-fatal injury have increased, particularly in low Socio-demographic Index (SDI) nations. We hypothesised this global pattern of non-fatal injury would be demonstrated in regard to bony hand and wrist trauma over the 27-year study period. Methods: The Global Burden of Diseases, Injuries, and Risk Factors Study 2017 was used to estimate prevalence, age-standardised incidence and years lived with disability for hand trauma in 195 countries from 1990 to 2017. Individual injuries included hand and wrist fractures, thumb amputations and non-thumb digit amputations. Results: The global incidence of hand trauma has only modestly... 

    Stellar occultations enable milliarcsecond astrometry for Trans-Neptunian objects and Centaurs

    , Article Astronomy and Astrophysics ; Volume 644 , 2020 Rommel, F. L ; Braga Ribas, F ; Desmars, J ; Camargo, J. I. B ; Ortiz, J. L ; Sicardy, B ; Vieira-Martins, R ; Assafin, M ; Santos-Sanz, P ; Duffard, R ; Fernández Valenzuela, E ; Lecacheux, J ; Morgado, B. E ; Benedetti Rossi, G ; Gomes-Júnior, A. R ; Pereira, C. L ; Herald, D ; Hanna, W ; Bradshaw, J ; Morales, N ; Brimacombe, J ; Burtovoi, A ; Carruthers, T ; De Barros, J. R ; Fiori, M ; Gilmore, A ; Hooper, D ; Hornoch, K ; Jacques, C ; Janik, T ; Kerr, S ; Kilmartin, P ; Winkel, J.M ; Naletto, G ; Nardiello, D ; Nascimbeni, V ; Newman, J ; Ossola, A ; Pál, A ; Pimentel, E ; Pravec, P ; Sposetti, S ; Stechina, A ; Szakáts, R ; Ueno, Y ; Zampieri, L ; Broughton, J ; Dunham, J. B ; Dunham, D.W ; Gault, D ; Hayamizu, T ; Hosoi, K ; Jehin, E ; Jones, R ; Kitazaki, K ; Komž Ík, R ; Marciniak, A ; Maury, A ; Mikuž, H ; Nosworthy, P ; Fábrega Polleri, J ; Rahvar, S ; Sfair, R ; Siqueira, P. B ; Snodgrass, C ; Sogorb, P ; Tomioka, H ; Tregloan Reed, J ; Winter, O. C ; Sharif University of Technology
    EDP Sciences  2020
    Abstract
    Context. Trans-Neptunian objects (TNOs) and Centaurs are remnants of our planetary system formation, and their physical properties have invaluable information for evolutionary theories. Stellar occultation is a ground-based method for studying these distant small bodies and has presented exciting results. These observations can provide precise profiles of the involved body, allowing an accurate determination of its size and shape. Aims. The goal is to show that even single-chord detections of TNOs allow us to measure their milliarcsecond astrometric positions in the reference frame of the Gaia second data release (DR2). Accurate ephemerides can then be generated, allowing predictions of...