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Big Data of the Cosmic Web

Published online by Cambridge University Press:  12 October 2016

Francisco-Shu Kitaura
Francisco-Shu Kitaura*
Affiliation:
Leibniz Institute for Astrophysics (AIP), An der Sternwarte 16, 14482 Potsdam email: [email protected]
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Abstract

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One of the main goals in cosmology is to understand how the Universe evolves, how it forms structures, why it expands, and what is the nature of dark matter and dark energy. Next decade large and expensive observational projects will bring information on the structure and the distribution of many millions of galaxies at different redshifts enabling us to make great progress in answering these questions. However, these data require a very special and complex set of analysis tools to extract the maximum valuable information. Statistical inference techniques are being developed, bridging the gaps between theory, simulations, and observations. In particular, we discuss the efforts to address the question: What is the underlying nonlinear matter distribution and dynamics at any cosmic time corresponding to a set of observed galaxies in redshift space?

An accurate reconstruction of the initial conditions encodes the full phase-space information at any later cosmic time (given a particular structure formation model and a set of cosmological parameters). We present advances to solve this problem in a self-consistent way with Big Data techniques of the Cosmic Web.

Type
Contributed Papers
Information
Proceedings of the International Astronomical Union , Volume 11 , Symposium S308: The Zeldovich Universe: Genesis and Growth of the Cosmic Web , June 2014 , pp. 255 - 266
Copyright
Copyright © International Astronomical Union 2016 

References

Abel, T., Hahn, O., & Kaehler, R., MNRAS, 427 61 (2012)Google Scholar
Angulo, R. E. & White, S. D. M., MNRAS, 405 143 (2010)Google Scholar
Behroozi, P. S., Conroy, C., & Wechsler, R. H., ApJ, 717 379 (2010)Google Scholar
Berlind, A. A., & Weinberg, D. H., ApJ, 575 587 (2002)Google Scholar
Bond, J. R. & Myers, S. T., ApJS, 103 1 (1996)Google Scholar
Branchini, E., Eldar, A., & Nusser, A., MNRAS, 335 53 (2002)Google Scholar
Benson, A. J., NA, 17 175 (2012)Google Scholar
Brenier, Y., Frisch, U., Henon, M., Loeper, G., Matarrese, S., Mohayaee, R., & Sobolevskii, A., MNRAS, 346 501 (2003)Google Scholar
Chuang, C.-H., Kitaura, F.-S., Prada, F., Zhao, C., & Yepes, G., MNRAS, 446 2621 (2015)Google Scholar
Cole, S., Lacey, C. G., Baugh, C. M., & Frenk, C. S., MNRAS, 319 168 (2000)Google Scholar
Cole, S., Aragon-Salamanca, A., C. Frenk, S., Navarro, J. F., & Zepf, S. E., MNRAS, 271 781 (1994)Google Scholar
Conroy, C., Wechsler, R. H., & Kravtsov, A. V., ApJ, 647 201 (2006)CrossRefGoogle Scholar
Crocce, M., Pueblas, S., & Scoccimarro, R., MNRAS, 373 369 (2006)Google Scholar
Croft, R. A. C. & Gaztanaga, E., MNRAS, 285 793 (1997)Google Scholar
Croton, D. J., Springel, V., White, S. D. M., De Lucia, G., Frenk, C. S., Gao, L., Jenkins, A., Kauffmann, G., et al., MNRAS, 365 11 (2006)CrossRefGoogle Scholar
Dawson, K. S., Schlegel, D. J., Ahn, C. P., Anderson, S. F., Aubourg, É., Bailey, S., Barkhouser, R. H., Bautista, J. E., et al., AJ, 145 10 (2013)Google Scholar
De Lucia, G. & Blaizot, J., MNRAS, 375 2 (2007)CrossRefGoogle Scholar
Doumler, T., Hoffman, Y., Courtois, H., & Gottlöber, S., 2013, MNRAS, 430, 888 CrossRefGoogle Scholar
Eisenstein, D. J., Seo, H.-J., Sirko, E., & Spergel, D. N., ApJ, 664 675 (2007)Google Scholar
Falck, B. L., Neyrinck, M. C., & Szalay, A. S., ApJ, 323 1 (2012)Google Scholar
Frisch, U., Matarrese, S., Mohayaee, R., & Sobolevski, A., Nature, 417 260 (2002)Google Scholar
Guo, Q., White, S., Li, C., & Boylan-Kolchin, M., MNRAS, 404 1111 (2010)Google Scholar
Gramann, M., ApJ, 405 449 (1993)Google Scholar
Heß, S., Kitaura, F.-S., & Gottlöber, S., MNRAS, 435 3 2065, (2013)Google Scholar
Hoffman, Y. & Ribak, E., ApJL, 380 L5 (1991)Google Scholar
Huchra, J. P., Macri, L. M., Masters, K. L., Jarrett, T. H., et al., Rev.Astrn.Astrophys., 199 26 (2012)Google Scholar
Jasche, J., & Kitaura, F.-S., MNRAS, 407 29 (2010)Google Scholar
Jasche, J., Kitaura, F.-S., Li, C., & Enßlin, T. A., MNRAS, 409 355 (2010)Google Scholar
Jasche, J. & Wandelt, B. D., MNRAS, 425 1042 (2013)Google Scholar
Jenkins, A., MNRAS, 403 1859 (2009)CrossRefGoogle Scholar
Kauffmann, G. & White, S. D. M., MNRAS, 261 921 (1993)Google Scholar
Kim, J., Park, C., & Choi, Y.-Y., ApJ, 683 123 (2008)CrossRefGoogle Scholar
Kitaura, F.-S., MNRAS, 420 2737 (2012)Google Scholar
Kitaura, F.-S., MNRAS, 429 1 L84, (2013)Google Scholar
Kitaura, F.-S. & Angulo, R. E., MNRAS, 425 4 2443, (2012)Google Scholar
Kitaura, F.-S., Angulo, R. E., Hoffman, Y. & Gottlöber, S., MNRAS, 425 4 2422, (2012)Google Scholar
Kitaura, F.-S. & Enßlin, T. A., MNRAS, 389 497 (2008)CrossRefGoogle Scholar
Kitaura, F.-S., Jasche, J., & Metcalf, R. B., MNRAS, 403 589 (2010)Google Scholar
Kitaura, F.-S., Erdogdu, P., Nuza, S. E., Khalatyan, A., Angulo, R. E., Hoffman, Y. & Gottlöber, S., MNRAS, 427 1 L35, (2012)Google Scholar
Kitaura, F.-S., Gallerani, S., & Ferrara, A., MNRAS, 420 61 (2012)CrossRefGoogle Scholar
Kitaura, F.-S. & Heß, S., MNRAS, 435 1 L78, (2013)CrossRefGoogle Scholar
Kitaura, F.-S., Yepes, G., & Prada, F., MNRAS, 439 21 (2014)CrossRefGoogle Scholar
Klypin, A., Hoffman, Y., Kravtsov, A. V., & Gottlöber, S., ApJ, 596 19 (2003)Google Scholar
Kolatt, T., Dekel, A., Ganon, G., & Willick, J. A., ApJ, 458 419 (1996)Google Scholar
Kravtsov, A. V., Berlind, A. A., Wechsler, R. H., Klypin, A. A., Gottlöber, S., Allgood, B., & Primack, J. R., ApJ, 609 35 (2004)CrossRefGoogle Scholar
Kravtsov, A. V., Klypin, A., & Hoffman, Y., ApJ, 571 563 (2002)Google Scholar
Lavaux, G., MNRAS, 406 1007 (2010)Google Scholar
Leauthaud, A., Tinker, J., Behroozi, P. S., Busha, M. T., & Wechsler, R. H., ApJ, 738 45 (2011)Google Scholar
Mathis, H., Lemson, G., Springel, V., Kauffmann, G., White, S. D. M., Eldar, A., & Dekel, A., MNRAS, 333 739 (2002)Google Scholar
McCullagh, N., & Szalay, A. S., MNRAS, 752 21 (2012)Google Scholar
Monaco, P. & Efstathiou, G., MNRAS, 308 763 (1999)Google Scholar
Monaco, P., Theuns, T., Taffoni, G., Governato, F., Quinn, T., & Stadel, J., ApJ, 564 8 (2002)Google Scholar
Narayanan, V. K. & Weinberg, D. H., ApJ, 508 440 (1998)Google Scholar
Nusser, A., & Branchini, E., MNRAS, 313 587 (2000)Google Scholar
Nusser, A., & Dekel, A., ApJ, 391 443 (1992)Google Scholar
Nuza, S. E., Kitaura, F.-S., Heß, S., Libeskind, N. I., & Müller, V., MNRAS, 445 988 (2014)Google Scholar
Padmanabhan, N., Xu, X., Eisenstein, D. J., Scalzo, R., Cuesta, A. J., Mehta, K. T., & Kazin, E., MNRAS, 427 2132 (2012)Google Scholar
Peebles, J., ApJ, 344 L53 (1989)Google Scholar
Platen, E., van de Weygaert, R., Jones, B. J. T., Vegter, G., & Calvo, M. A. A., MNRAS, 416 2494 (2011)CrossRefGoogle Scholar
Ross, A. J. & Brunner, R. J., MNRAS, 399 878 (2009)CrossRefGoogle Scholar
Schaap, W. E. & van de Weygaert, R., AAP, 363 L29 (2000)Google Scholar
Schneider, M. D., Cole, S., Frenk, C. S., & Szapudi, I., ApJ, 737 11 (2011)CrossRefGoogle Scholar
Scoccimarro, R., & Sheth, R. K., MNRAS, 329 629 (2002)Google Scholar
Scoccimarro, R., Hui, L., Manera, M., & Chan, K. C., PRD, 85 083002 (2012)Google Scholar
Shandarin, S., Habib, S., & Heitmann, K., PRD, 85 083005 (2012)Google Scholar
Skibba, R. A. & Sheth, R. K., MNRAS, 392 1080 (2009)Google Scholar
Somerville, R. S. & Primack, J. R., MNRAS, 310 1087 (1999)Google Scholar
Springel, V., White, S. D. M., Jenkins, A., Frenk, C. S., Yoshida, N., Gao, L., Navarro, J., Thacker, R., et al., Nature, 435 629 (2005)Google Scholar
Suarez-Velasquez, I., Kitaura, F.-S., Atrio-Barandela, F. & Mucket, J., ApJ, 769 1 7, (2013)Google Scholar
Tasitsiomi, A., Kravtsov, A. V., Gottlöber, S., & Klypin, A. A., ApJ, 607 125 (2004)Google Scholar
Tassev, S. & Zaldarriaga, M., JCAP, 4 13 (2013)Google Scholar
Tassev, S., Zaldarriaga, M., & Eisenstein, D. J., JCAP, 6 36 (2013)Google Scholar
Trujillo-Gomez, S., Klypin, A., Primack, J., & Romanowsky, A. J., ApJ, 742 16 (2011)Google Scholar
Vale, A. & Ostriker, J. P., MNRAS, 353 189 (2004)Google Scholar
Vogelsberger, M., Genel, S., Springel, V., Torrey, P., Sijacki, D., Xu, D., Snyder, G., Nelson, D., & Hernquist, L., MNRAS, 444 1518 (2014)Google Scholar
Wang, H., Mo, H. J., Yang, X., & van den Bosch, F. C., ApJ, 772 63 (2013)Google Scholar
Weinberg, D. H., MNRAS, 254 315 (1992)Google Scholar
Wetzel, A. R. & White, M., MNRAS, 403 1072 (2010)Google Scholar
van de Weygaert, R., & Bertschinger, E., MNRAS, 281 84 (1996)Google Scholar
White, M., MNRAS, 450 3822 (2015)Google Scholar
White, M., Blanton, M., Bolton, A., Schlegel, D., Tinker, J., Berlind, A., da Costa, L., Kazin, E., et al., ApJ, 728 126 (2011)Google Scholar
White, S. D. M., & Frenk, C. S., ApJ, 379 52 (1991)Google Scholar
Zehavi, I., Zheng, Z., Weinberg, D. H., Frieman, J. A., Berlind, A. A., Blanton, M. R., Scoccimarro, R., Sheth, R. K. et al., ApJ, 630 1 (2005)Google Scholar
Zel'dovich, Y. B., AAP, 5 84 (1970)Google Scholar
Zentner, A. R., Berlind, A. A., Bullock, J. S., Kravtsov, A. V., & Wechsler, R. H., ApJ, 624 505 (2005)Google Scholar
Zheng, Z., Coil, A. L. & Zehavi, I., ApJ, 667 760 (2007)Google Scholar
Zheng, Z., Zehavi, I., Eisenstein, D. J., Weinberg, D. H., & Jing, Y. P., ApJ, 707 554 (2009)CrossRefGoogle Scholar