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We report a measurement of the top-quark mass M(t) in the dilepton decay channel tt -> bl('+)nu(')(l)b1 nu(l). Events are selected with a neural network which has been directly optimized for statistical precision in top-quark mass using neuroevolution, a technique modeled on biological evolution. The top-quark mass is extracted from per-event probability densities that are formed by the convolution of leading order matrix elements and detector resolution functions. The joint probability is the product of the probability densities from 344 candidate events in 2.0 fb(-1) of pp collisions collected with the CDF II detector, yielding a measurement of M(t)=171.2 +/- 2.7(stat)+/- 2.9(syst) GeV/c(2).

Measurement of the Top-Quark Mass with Dilepton Events Selected Using Neuroevolution at CDF / Aaltonen, T; Adelman, J; Akimoto, T; Albrow, Mg; Gonzalez, Ba; Amerio, S; Amidei, D; Anastassov, A; Annovi, A; Antos, J; Apollinari, G; Apresyan, A; Arisawa, T; Artikov, A; Ashmanskas, W; Attal, A; Aurisano, A; Azfar, F; Azzurri, P; Badgett, W; BARBARO GALTIERI, A; Barnes, Ve; Barnett, Ba; Bartsch, V; Bauer, G; Beauchemin, Ph; Bedeschi, F; Bednar, P; Beecher, D; Behari, S; Bellettini, G; Bellinger, J; Benjamin, D; Beretvas, A; Beringer, J; Bhatti, A; Binkley, M; Bisello, D; Bizjak, I; Blair, Re; Blocker, C; Blumenfeld, B; Bocci, A; Bodek, A; Boisvert, V; Bolla, G; Bortoletto, D; Boudreau, J; Boveia, A; Brau, B; Bridgeman, A; Brigliadori, L; Bromberg, C; Brubaker, E; Budagov, J; Budd, Hs; Budd, S; Burkett, K; Busetto, G; Bussey, P; Buzatu, A; Byrum, Kl; Cabrera, S; Calancha, C; Campanelli, M; Campbell, M; Canelli, F; Canepa, A; Carlsmith, D; Carosi, R; Carrillo, S; Carron, S; Casal, B; Casarsa, M; Castro, A; Catastini, P; Cauz, D; Cavaliere, V; CAVALLI SFORZA, M; Cerri, A; Cerrito, L; Chang, Sh; Chen, Yc; Chertok, M; Chiarelli, G; Chlachidze, G; Chlebana, F; Cho, K; Chokheli, D; Chou, Jp; Choudalakis, G; Chuang, Sh; Chung, K; Chung, Wh; Chung, Ys; Ciobanu, Ci; Ciocci, Ma; Clark, A; Clark, D; Compostella, G; Convery, Me; Conway, J; Copic, K; Cordelli, M; Cortiana, G; Cox, Dj; Crescioli, F; Almenar, Cc; Cuevas, J; Culbertson, R; Cully, Jc; Dagenhart, D; Datta, M; Davies, T; DE BARBARO, P; DE CECCO, Sandro; Deisher, A; DE LORENZO, G; Dell'Orso, M; Deluca, C; Demortier, L; Deng, J; Deninno, M; Derwent, Pf; DI GIOVANNI, Gp; Dionisi, Carlo; DI RUZZA, B; Dittmann, Jr; D'Onofrio, M; Donati, S; Dong, P; Donini, J; Dorigo, T; Dube, S; Efron, J; Elagin, A; Erbacher, R; Errede, D; Errede, S; Eusebi, R; Fang, Hc; Farrington, S; Fedorko, Wt; Feild, Rg; Feindt, M; Fernandez, Jp; Ferrazza, C; Field, R; Flanagan, G; Forrest, R; Franklin, M; Freeman, Jc; Furic, I; Gallinaro, M; Galyardt, J; Garberson, F; Garcia, Je; Garfinkel, Af; Genser, K; Gerberich, H; Gerdes, D; Gessler, A; Giagu, Stefano; Giakoumopoulou, V; Giannetti, P; Gibson, K; Gimmell, Jl; Ginsburg, Cm; Giokaris, N; Giordani, M; Giromini, P; Giunta, M; Giurgiu, G; Glagolev, V; Glenzinski, D; Gold, M; Goldschmidt, N; Golossanov, A; Gomez, G; GOMEZ CEBALLOS, G; Goncharov, M; Margaroli, Fabrizio; Gorelov, I; Goshaw, At; Goulianos, K; Gresele, A; Grinstein, S; GROSSO PILCHER, C; Group, Rc; Grundler, U; DA COSTA, Jg; GUNAY UNALAN, Z; Haber, C; Hahn, K; Hahn, Sr; Halkiadakis, E; Han, By; Han, Jy; Handler, R; Happacher, F; Hara, K; Hare, D; Hare, M; Harper, S; Harr, Rf; Harris, Rm; Hartz, M; Hatakeyama, K; Hauser, J; Hays, C; Heck, M; Heijboer, A; Heinemann, B; Heinrich, J; Henderson, C; Herndon, M; Heuser, J; Hewamanage, S; Hidas, D; Hill, Cs; Hirschbuehl, D; Hocker, A; Hou, S; Houlden, M; Hsu, Sc; Huffman, Bt; Hughes, Re; Husemann, U; Huston, J; Incandela, J; Introzzi, G; Iori, Maurizio; Ivanov, A; James, E; Jayatilaka, B; Jeon, Ej; Jha, Mk; Jindariani, S; Johnson, W; Jones, M; Joo, Kk; Jun, Sy; Jung, Je; Junk, Tr; Kamon, T; Kar, D; Karchin, Pe; Kato, Y; Kephart, R; Keung, J; Khotilovich, V; Kilminster, B; Kim, Dh; Kim, Hs; Kim, Je; Kim, Mj; Kim, Sb; Kim, Sh; Kim, Yk; Kimura, N; Kirsch, L; Klimenko, S; Knuteson, B; Ko, Br; Koay, Sa; Kondo, K; Kong, Dj; Konigsberg, J; Korytov, A; Kotwal, Av; Kreps, M; Kroll, J; Krop, D; Krumnack, N; Kruse, M; Krutelyov, V; Kubo, T; Kuhr, T; Kulkarni, Np; Kurata, M; Kusakabe, Y; Kwang, S; Laasanen, At; Lami, S; Lammel, S; Lancaster, M; Lander, Rl; Lannon, K; Lath, A; Latino, G; Lazzizzera, I; Lecompte, T; Lee, E; Lee, Sw; Leone, S; Lewis, Jd; Lin, Cs; Linacre, J; Lindgren, M; Lipeles, E; Lister, A; Litvintsev, Do; Liu, C; Liu, T; Lockyer, Ns; Loginov, A; Loreti, M; Lovas, L; Lu, Rs; Lucchesi, D; Lueck, J; Luci, Claudio; Lujan, P; Lukens, P; Lungu, G; Lyons, L; Lys, J; Lysak, R; Lytken, E; Mack, P; Macqueen, D; Madrak, R; Maeshima, K; Makhoul, K; Maki, T; Maksimovic, P; Malde, S; Malik, S; Manca, G; MANOUSAKIS KATSIKAKIS, A; Margaroli, F; Marino, C; Marino, Cp; Martin, A; Martin, V; Martinez, M; MARTINEZ BALLARIN, R; Maruyama, T; Mastrandrea, P; Masubuchi, T; Mattson, Me; Mazzanti, P; Mcfarland, Ks; Mcintyre, P; Mcnulty, R; Mehta, A; Mehtala, P; Menzione, A; Merkel, P; Mesropian, C; Miao, T; Miladinovic, N; Miller, R; Mills, C; Milnik, M; Mitra, A; Mitselmakher, G; Miyake, H; Moggi, N; Moon, Cs; Moore, R; Morello, Mj; Morlok, J; Fernandez, Pm; Mulmenstadt, J; Mukherjee, A; Muller, T; Mumford, R; Murat, P; Mussini, M; Nachtman, J; Nagai, Y; Nagano, A; Naganoma, J; Nakamura, K; Nakano, I; Napier, A; Necula, V; Neu, C; Neubauer, Ms; Nielsen, J; Nodulman, L; Norman, M; Norniella, O; Nurse, E; Oakes, L; Oh, Sh; Oh, Yd; Oksuzian, I; Okusawa, T; Orava, R; Osterberg, K; Griso, Sp; Pagliarone, C; Palencia, E; Papadimitriou, V; Papaikonomou, A; Paramonov, Aa; Parks, B; Pashapour, S; Patrick, J; Pauletta, G; Paulini, M; Paus, C; Pellett, De; Penzo, A; Phillips, Tj; Piacentino, G; Pianori, E; Pinera, L; Pitts, K; Plager, C; Pondrom, L; Poukhov, O; Pounder, N; Prakoshyn, F; Pronko, A; Proudfoot, J; Ptohos, F; Pueschel, E; Punzi, G; Pursley, J; Rademacker, J; Rahaman, A; Ramakrishnan, V; Ranjan, N; Redondo, I; Reisert, B; Rekovic, V; Renton, P; Rescigno, M; Richter, S; Rimondi, F; Ristori, L; Robson, A; Rodrigo, T; Rodriguez, T; Rogers, E; Rolli, S; Roser, R; Rossi, M; Rossin, R; Roy, P; Ruiz, A; Russ, J; Rusu, V; Saarikko, H; Safonov, A; Sakumoto, Wk; Salto, O; Santi, L; Sarkar, S; Sartori, L; Sato, K; SAVOY NAVARRO, A; Scheidle, T; Schlabach, P; Schmidt, A; Schmidt, Ee; Schmidt, Ma; Schmidt, Mp; Schmitt, M; Schwarz, T; Scodellaro, L; Scott, Al; Scribano, A; Scuri, F; Sedov, A; Seidel, S; Seiya, Y; Semenov, A; SEXTON KENNEDY, L; Sfyrla, A; Shalhout, Sz; Shears, T; Shekhar, R; Shepard, Pf; Sherman, D; Shimojima, M; Shiraishi, S; Shochet, M; Shon, Y; Shreyber, I; Sidoti, A; Sinervo, P; Sisakyan, A; Slaughter, Aj; Slaunwhite, J; Sliwa, K; Smith, Jr; Snider, Fd; Snihur, R; Soha, A; Somalwar, S; Sorin, V; Spalding, J; Spreitzer, T; Squillacioti, P; Stanitzki, M; Denis, Rs; Stelzer, B; STELZER CHILTON, O; Stentz, D; Strologas, J; Stuart, D; Suh, Js; Sukhanov, A; Suslov, I; Suzuki, T; Taffard, A; Takashima, R; Takeuchi, Y; Tanaka, R; Tecchio, M; Teng, Pk; Terashi, K; Thom, J; Thompson, As; Thompson, Ga; Thomson, E; Tipton, P; Tiwari, V; Tkaczyk, S; Toback, D; Tokar, S; Tollefson, K; Tomura, T; Tonelli, D; Torre, S; Torretta, D; Totaro, P; Tourneur, S; Tu, Y; Turini, N; Ukegawa, F; Vallecorsa, S; VAN REMORTEL, N; Varganov, A; Vataga, E; Vazquez, F; Velev, G; Vellidis, C; Veszpremi, V; Vidal, M; Vidal, R; Vila, I; Vilar, R; Vine, T; Vogel, M; Volobouev, I; Volpi, G; Wurthwein, F; Wagner, P; Wagner, Rg; Wagner, Rl; WAGNER KUHR, J; Wagner, W; Wakisaka, T; Wallny, R; Wang, Sm; Warburton, A; Waters, D; Weinberger, M; Wester, Wc; Whitehouse, B; Whiteson, D; Whiteson, S; Wicklund, Ab; Wicklund, E; Williams, G; Williams, Hh; Wilson, P; Winer, Bl; Wittich, P; Wolbers, S; Wolfe, C; Wright, T; Wu, X; Wynne, Sm; Xie, S; Yagil, A; Yamamoto, K; Yamaoka, J; Yang, Uk; Yang, Yc; Yao, Wm; Yeh, Gp; Yoh, J; Yorita, K; Yoshida, T; Yu, Gb; Yu, I; Yu, Ss; Yun, Jc; Zanello, L; Zanetti, A; Zaw, I; Zhang, X; Zheng, Y; Zucchelli, S.. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 102:15(2009). [10.1103/physrevlett.102.152001]

Measurement of the Top-Quark Mass with Dilepton Events Selected Using Neuroevolution at CDF

DE CECCO, Sandro;DIONISI, Carlo;GIAGU, Stefano;MARGAROLI, Fabrizio;IORI, Maurizio;LUCI, Claudio;
2009

Abstract

We report a measurement of the top-quark mass M(t) in the dilepton decay channel tt -> bl('+)nu(')(l)b1 nu(l). Events are selected with a neural network which has been directly optimized for statistical precision in top-quark mass using neuroevolution, a technique modeled on biological evolution. The top-quark mass is extracted from per-event probability densities that are formed by the convolution of leading order matrix elements and detector resolution functions. The joint probability is the product of the probability densities from 344 candidate events in 2.0 fb(-1) of pp collisions collected with the CDF II detector, yielding a measurement of M(t)=171.2 +/- 2.7(stat)+/- 2.9(syst) GeV/c(2).
2009
01 Pubblicazione su rivista::01a Articolo in rivista
Measurement of the Top-Quark Mass with Dilepton Events Selected Using Neuroevolution at CDF / Aaltonen, T; Adelman, J; Akimoto, T; Albrow, Mg; Gonzalez, Ba; Amerio, S; Amidei, D; Anastassov, A; Annovi, A; Antos, J; Apollinari, G; Apresyan, A; Arisawa, T; Artikov, A; Ashmanskas, W; Attal, A; Aurisano, A; Azfar, F; Azzurri, P; Badgett, W; BARBARO GALTIERI, A; Barnes, Ve; Barnett, Ba; Bartsch, V; Bauer, G; Beauchemin, Ph; Bedeschi, F; Bednar, P; Beecher, D; Behari, S; Bellettini, G; Bellinger, J; Benjamin, D; Beretvas, A; Beringer, J; Bhatti, A; Binkley, M; Bisello, D; Bizjak, I; Blair, Re; Blocker, C; Blumenfeld, B; Bocci, A; Bodek, A; Boisvert, V; Bolla, G; Bortoletto, D; Boudreau, J; Boveia, A; Brau, B; Bridgeman, A; Brigliadori, L; Bromberg, C; Brubaker, E; Budagov, J; Budd, Hs; Budd, S; Burkett, K; Busetto, G; Bussey, P; Buzatu, A; Byrum, Kl; Cabrera, S; Calancha, C; Campanelli, M; Campbell, M; Canelli, F; Canepa, A; Carlsmith, D; Carosi, R; Carrillo, S; Carron, S; Casal, B; Casarsa, M; Castro, A; Catastini, P; Cauz, D; Cavaliere, V; CAVALLI SFORZA, M; Cerri, A; Cerrito, L; Chang, Sh; Chen, Yc; Chertok, M; Chiarelli, G; Chlachidze, G; Chlebana, F; Cho, K; Chokheli, D; Chou, Jp; Choudalakis, G; Chuang, Sh; Chung, K; Chung, Wh; Chung, Ys; Ciobanu, Ci; Ciocci, Ma; Clark, A; Clark, D; Compostella, G; Convery, Me; Conway, J; Copic, K; Cordelli, M; Cortiana, G; Cox, Dj; Crescioli, F; Almenar, Cc; Cuevas, J; Culbertson, R; Cully, Jc; Dagenhart, D; Datta, M; Davies, T; DE BARBARO, P; DE CECCO, Sandro; Deisher, A; DE LORENZO, G; Dell'Orso, M; Deluca, C; Demortier, L; Deng, J; Deninno, M; Derwent, Pf; DI GIOVANNI, Gp; Dionisi, Carlo; DI RUZZA, B; Dittmann, Jr; D'Onofrio, M; Donati, S; Dong, P; Donini, J; Dorigo, T; Dube, S; Efron, J; Elagin, A; Erbacher, R; Errede, D; Errede, S; Eusebi, R; Fang, Hc; Farrington, S; Fedorko, Wt; Feild, Rg; Feindt, M; Fernandez, Jp; Ferrazza, C; Field, R; Flanagan, G; Forrest, R; Franklin, M; Freeman, Jc; Furic, I; Gallinaro, M; Galyardt, J; Garberson, F; Garcia, Je; Garfinkel, Af; Genser, K; Gerberich, H; Gerdes, D; Gessler, A; Giagu, Stefano; Giakoumopoulou, V; Giannetti, P; Gibson, K; Gimmell, Jl; Ginsburg, Cm; Giokaris, N; Giordani, M; Giromini, P; Giunta, M; Giurgiu, G; Glagolev, V; Glenzinski, D; Gold, M; Goldschmidt, N; Golossanov, A; Gomez, G; GOMEZ CEBALLOS, G; Goncharov, M; Margaroli, Fabrizio; Gorelov, I; Goshaw, At; Goulianos, K; Gresele, A; Grinstein, S; GROSSO PILCHER, C; Group, Rc; Grundler, U; DA COSTA, Jg; GUNAY UNALAN, Z; Haber, C; Hahn, K; Hahn, Sr; Halkiadakis, E; Han, By; Han, Jy; Handler, R; Happacher, F; Hara, K; Hare, D; Hare, M; Harper, S; Harr, Rf; Harris, Rm; Hartz, M; Hatakeyama, K; Hauser, J; Hays, C; Heck, M; Heijboer, A; Heinemann, B; Heinrich, J; Henderson, C; Herndon, M; Heuser, J; Hewamanage, S; Hidas, D; Hill, Cs; Hirschbuehl, D; Hocker, A; Hou, S; Houlden, M; Hsu, Sc; Huffman, Bt; Hughes, Re; Husemann, U; Huston, J; Incandela, J; Introzzi, G; Iori, Maurizio; Ivanov, A; James, E; Jayatilaka, B; Jeon, Ej; Jha, Mk; Jindariani, S; Johnson, W; Jones, M; Joo, Kk; Jun, Sy; Jung, Je; Junk, Tr; Kamon, T; Kar, D; Karchin, Pe; Kato, Y; Kephart, R; Keung, J; Khotilovich, V; Kilminster, B; Kim, Dh; Kim, Hs; Kim, Je; Kim, Mj; Kim, Sb; Kim, Sh; Kim, Yk; Kimura, N; Kirsch, L; Klimenko, S; Knuteson, B; Ko, Br; Koay, Sa; Kondo, K; Kong, Dj; Konigsberg, J; Korytov, A; Kotwal, Av; Kreps, M; Kroll, J; Krop, D; Krumnack, N; Kruse, M; Krutelyov, V; Kubo, T; Kuhr, T; Kulkarni, Np; Kurata, M; Kusakabe, Y; Kwang, S; Laasanen, At; Lami, S; Lammel, S; Lancaster, M; Lander, Rl; Lannon, K; Lath, A; Latino, G; Lazzizzera, I; Lecompte, T; Lee, E; Lee, Sw; Leone, S; Lewis, Jd; Lin, Cs; Linacre, J; Lindgren, M; Lipeles, E; Lister, A; Litvintsev, Do; Liu, C; Liu, T; Lockyer, Ns; Loginov, A; Loreti, M; Lovas, L; Lu, Rs; Lucchesi, D; Lueck, J; Luci, Claudio; Lujan, P; Lukens, P; Lungu, G; Lyons, L; Lys, J; Lysak, R; Lytken, E; Mack, P; Macqueen, D; Madrak, R; Maeshima, K; Makhoul, K; Maki, T; Maksimovic, P; Malde, S; Malik, S; Manca, G; MANOUSAKIS KATSIKAKIS, A; Margaroli, F; Marino, C; Marino, Cp; Martin, A; Martin, V; Martinez, M; MARTINEZ BALLARIN, R; Maruyama, T; Mastrandrea, P; Masubuchi, T; Mattson, Me; Mazzanti, P; Mcfarland, Ks; Mcintyre, P; Mcnulty, R; Mehta, A; Mehtala, P; Menzione, A; Merkel, P; Mesropian, C; Miao, T; Miladinovic, N; Miller, R; Mills, C; Milnik, M; Mitra, A; Mitselmakher, G; Miyake, H; Moggi, N; Moon, Cs; Moore, R; Morello, Mj; Morlok, J; Fernandez, Pm; Mulmenstadt, J; Mukherjee, A; Muller, T; Mumford, R; Murat, P; Mussini, M; Nachtman, J; Nagai, Y; Nagano, A; Naganoma, J; Nakamura, K; Nakano, I; Napier, A; Necula, V; Neu, C; Neubauer, Ms; Nielsen, J; Nodulman, L; Norman, M; Norniella, O; Nurse, E; Oakes, L; Oh, Sh; Oh, Yd; Oksuzian, I; Okusawa, T; Orava, R; Osterberg, K; Griso, Sp; Pagliarone, C; Palencia, E; Papadimitriou, V; Papaikonomou, A; Paramonov, Aa; Parks, B; Pashapour, S; Patrick, J; Pauletta, G; Paulini, M; Paus, C; Pellett, De; Penzo, A; Phillips, Tj; Piacentino, G; Pianori, E; Pinera, L; Pitts, K; Plager, C; Pondrom, L; Poukhov, O; Pounder, N; Prakoshyn, F; Pronko, A; Proudfoot, J; Ptohos, F; Pueschel, E; Punzi, G; Pursley, J; Rademacker, J; Rahaman, A; Ramakrishnan, V; Ranjan, N; Redondo, I; Reisert, B; Rekovic, V; Renton, P; Rescigno, M; Richter, S; Rimondi, F; Ristori, L; Robson, A; Rodrigo, T; Rodriguez, T; Rogers, E; Rolli, S; Roser, R; Rossi, M; Rossin, R; Roy, P; Ruiz, A; Russ, J; Rusu, V; Saarikko, H; Safonov, A; Sakumoto, Wk; Salto, O; Santi, L; Sarkar, S; Sartori, L; Sato, K; SAVOY NAVARRO, A; Scheidle, T; Schlabach, P; Schmidt, A; Schmidt, Ee; Schmidt, Ma; Schmidt, Mp; Schmitt, M; Schwarz, T; Scodellaro, L; Scott, Al; Scribano, A; Scuri, F; Sedov, A; Seidel, S; Seiya, Y; Semenov, A; SEXTON KENNEDY, L; Sfyrla, A; Shalhout, Sz; Shears, T; Shekhar, R; Shepard, Pf; Sherman, D; Shimojima, M; Shiraishi, S; Shochet, M; Shon, Y; Shreyber, I; Sidoti, A; Sinervo, P; Sisakyan, A; Slaughter, Aj; Slaunwhite, J; Sliwa, K; Smith, Jr; Snider, Fd; Snihur, R; Soha, A; Somalwar, S; Sorin, V; Spalding, J; Spreitzer, T; Squillacioti, P; Stanitzki, M; Denis, Rs; Stelzer, B; STELZER CHILTON, O; Stentz, D; Strologas, J; Stuart, D; Suh, Js; Sukhanov, A; Suslov, I; Suzuki, T; Taffard, A; Takashima, R; Takeuchi, Y; Tanaka, R; Tecchio, M; Teng, Pk; Terashi, K; Thom, J; Thompson, As; Thompson, Ga; Thomson, E; Tipton, P; Tiwari, V; Tkaczyk, S; Toback, D; Tokar, S; Tollefson, K; Tomura, T; Tonelli, D; Torre, S; Torretta, D; Totaro, P; Tourneur, S; Tu, Y; Turini, N; Ukegawa, F; Vallecorsa, S; VAN REMORTEL, N; Varganov, A; Vataga, E; Vazquez, F; Velev, G; Vellidis, C; Veszpremi, V; Vidal, M; Vidal, R; Vila, I; Vilar, R; Vine, T; Vogel, M; Volobouev, I; Volpi, G; Wurthwein, F; Wagner, P; Wagner, Rg; Wagner, Rl; WAGNER KUHR, J; Wagner, W; Wakisaka, T; Wallny, R; Wang, Sm; Warburton, A; Waters, D; Weinberger, M; Wester, Wc; Whitehouse, B; Whiteson, D; Whiteson, S; Wicklund, Ab; Wicklund, E; Williams, G; Williams, Hh; Wilson, P; Winer, Bl; Wittich, P; Wolbers, S; Wolfe, C; Wright, T; Wu, X; Wynne, Sm; Xie, S; Yagil, A; Yamamoto, K; Yamaoka, J; Yang, Uk; Yang, Yc; Yao, Wm; Yeh, Gp; Yoh, J; Yorita, K; Yoshida, T; Yu, Gb; Yu, I; Yu, Ss; Yun, Jc; Zanello, L; Zanetti, A; Zaw, I; Zhang, X; Zheng, Y; Zucchelli, S.. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 102:15(2009). [10.1103/physrevlett.102.152001]
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