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We present the results and conclusions from the citizen science competition `Observing Dark Worlds', where we asked participants to calculate the positions of dark matter halos from 120 catalogues of simulated weak lensing galaxy data, using computational methods.
Massey, R., Kitching, T., Nagai, D., 2011 · 1924
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Combining weak and strong cluster lensing: applications to simulations and MS 2137
Merten, J., Cacciato, M., Meneghetti, M., Mignone, C., Bartelmann, M., 2009 · 1967
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The evolution of large-scale structure in a universe dominated by cold dark matter
Davis, M., Efstathiou, G., Frenk, C.S., White, S.D.M., 1985 · 1985
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The structure of cold dark matter halos
Dubinski, J., Carlberg, R.G., 1991 · 1991
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A Universal Density Profile from Hierarchical Clustering
Navarro, J.F., Frenk, C.S., White, S.D.M., 1997 · 1997
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Evidence of self-interacting cold dark matter from galactic to galaxy cluster scales
Firmani, C., D’Onghia, E., Avila-Reese, V., Chincarini, G., Hernández, X., 2000 · 2000
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Observational Evidence for Self-Interacting Cold Dark Matter
Spergel, D.N., Steinhardt, P.J., 2000 · 2000
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Weak gravitational lensing
Bartelmann, M., Schneider, P., 2001 · 2001
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Weak Gravitational Lensing by Large-Scale Structure
Refregier, A., 2003 · 2003
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Weak-Lensing Mass Reconstruction of the Interacting Cluster 1E 0657-558: Direct Evidence for the Existence of Dark Matter
Clowe, D., Gonzalez, A., Markevitch, M., 2004 · 2004
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Strong and weak lensing united
Bradač, M., Schneider, P., Lombardi, M., Erben, T., 2005 · 2005
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Strong and Weak Lensing United. III. Measuring the Mass Distribution of the Merging Galaxy Cluster 1ES 0657-558
Bradač, M., Clowe, D., Gonzalez, A.H., Marshall, P., Forman, W., Jones, C., Markevitch, M., Randall, S., Schrabback, T., Zaritsky, D., 2006 · 2006
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Combining weak and strong lensing in cluster potential reconstruction
Cacciato, M., Bartelmann, M., Meneghetti, M., Moscardini, L., 2006 · 2006
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A Direct Empirical Proof of the Existence of Dark Matter
Clowe, D., Bradač, M., Gonzalez, A.H., Markevitch, M., Randall, S.W., Jones, C., Zaritsky, D., 2006 · 2006
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Combined reconstruction of weak and strong lensing data with WSLAP
Diego, J.M., Tegmark, M., Protopapas, P., Sandvik, H.B., 2007 · 2007
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A Bayesian approach to strong lensing modelling of galaxy clusters
Jullo, E., Kneib, J.P., Limousin, M., Elíasdóttir, Á., Marshall, P.J., Verdugo, T., 2007 · 2007
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Creation of cosmic structure in the complex galaxy cluster merger Abell 2744
Merten, J., Coe, D., Dupke, R., Massey, R., Zitrin, A., Cypriano, E.S., Okabe, N., Frye, B., Braglia, F.G., Jiménez-Teja, Y., Benítez, N., Broadhurst, T., Rhodes, J., Meneghetti, M., Moustakas, L.A., Sodré, Jr., L., Krick, J., Bregman, J.N., 2011 · 2011
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Quantifying the effect of baryon physics on weak lensing tomography
Semboloni, E., Hoekstra, H., Schaye, J., van Daalen, M.P., McCarthy, I.G., 2011 · 2011
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Clowe, D., Markevitch, M., Bradač, M., Gonzalez, A.H., Chung, S.M., Massey, R., Zaritsky, D., 2012 · 2012
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A Study of the Dark Core in A520 with the Hubble Space Telescope: The Mystery Deepens
Jee, M.J., Mahdavi, A., Hoekstra, H., Babul, A.., Dalcanton, J.J., Carroll, P., Capak, P., 2012 · 2012
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Weak Gravitational Lensing with COSMOS: Galaxy Selection and Shapee Measurements
Leauthaud, A., Massey, R., Kneib, J.P., Rhodes, J., Johnston, D.E., Capak, P., Heymans, C., Ellis, R.S., Koekemoer, A.M., Le Fèvre, O., Mellier, Y., Réfrégier, A., Robin, A.C., Scoville, N., Tasca, L., Taylor, J.E., Van Waerbeke, L., 2007 · 2007
Cited alongside, same era.
Mahdavi, A., Hoekstra, H., Babul, A., Balam, D.D., Capak, P.L., 2007 · 2007
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Revealing the Properties of Dark Matter in the Merging Cluster MACS J0025.4-1222
Bradač, M., Allen, S.W., Treu, T., Ebeling, H., Massey, R., Morris, R.G., von der Linden, A., Applegate, D., 2008 · 2008
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Weak Gravitational Lensing and Its Cosmological Applications
Hoekstra, H., Jain, B., 2008 · 2008
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The dark matter of gravitational lensing
Massey, R., Kitching, T., Richard, J., 2010 · 2010
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Too big to fail? The puzzling darkness of massive Milky Way subhaloes
Boylan-Kolchin, M., Bullock, J.S., Kaplinghat, M., 2011 · 2011
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Harvey, D., Massey, R., Kitching, T., Taylor, A., Jullo, E., Kneib, J.P., Tittley, E., Marshall, P.J., 2013a
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Kitching, T.D., Rhodes, J., Heymans, C., Massey, R., Liu, Q., Cobzarenco, M., Cragin, B.L., Hassaine, A., Kirkby, D., Lok, E.J., Margala, D., Moser, J., O’Leary, M., Pires, A.M., Yurgenson, S., 2012 · 2012
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Peter, A.H.G., 2012 · 2012
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Challenges in Representation Learning: A report on three machine learning contests
Goodfellow, I.J., Erhan, D., Carrier, P.L., Courville, A., Mirza, M., Hamner, B., Cukierski, W., Tang, Y., Thaler, D., Lee, D.H., Zhou, Y., Ramaiah, C., Feng, F., Li, R., Wang, X., Athanasakis, D., Shawe-Taylor, J., Milakov, M., Park, J., Ionescu, R., Popescu, M., Grozea, C., Bergstra, J., Xie, J., Romaszko, L., Xu, B., Chuang, Z., Bengio, Y., 2013 · 2013
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Jullo, E., Pires, S., Jauzac, M., Kneib, J.P., 2013 · 2013
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Planck 2013 results. XVI. Cosmological parameters
Planck Collaboration, Ade, P.A.R., Aghanim, N., Armitage-Caplan, C., Arnaud, M., Ashdown, M., Atrio-Barandela, F., Aumont, J., Baccigalupi, C., Banday, A.J., et al., 2013 · 2013
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