Principal component analysis of collective flow in relativistic heavy-ion collisions
Principal component analysis of collective flow in relativistic heavy-ion collisions
复制标题
相对论性重离子碰撞中集体流的主成分分析
DOI:
10.1140/epjc/s10052-019-7379-y
复制
发表时间:
2019-03
影响因子:
4.4
通讯作者:
Song Huichao
中科院分区:
文献类型:
--
作者:
Liu Ziming;Zhao Wenbin;Song Huichao
In this paper, we implement principal component analysis (PCA) to study the single particle distributions generated from thousands ofhydrodynamic simulations with an aim to explore if a machine could directly discover flow from the huge amount of data without explicit instructions from human-beings. We found that the obtained PCA eigenvectors are similar to but not identical with the traditional Fourier bases. Correspondingly, the PCA defined flow harmonicsare also similar to the traditionalforand 3, but largely deviated from the Fourier ones for. A further study on the symmetric cumulants and the Pearson coefficients indicates that mode-coupling effects are reduced for these flow harmonics defined by PCA.
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影响因子:
3.1
作者:
A. Mazeliauskas;D. Teaney
通讯作者:
A. Mazeliauskas;D. Teaney
影响因子:
3.1
作者:
Zhu Xiangrong;Zhou You;Xu Haojie;Song Huichao
通讯作者:
Song Huichao
DOI:
10.1142/s0218301310014613
发表时间:
2009-02
期刊:
International Journal of Modern Physics E-nuclear Physics
影响因子:
--
作者:
P. Romatschke
通讯作者:
P. Romatschke
DOI:
--
发表时间:
2013
期刊:
--
影响因子:
--
作者:
G. Aad;T. Abajyan;B. Abbott;J. Abdallah;S. Abdel Khalek;A. Abdelalim;O. Abdinov;R. Aben;B. Abi;M. Abolins;O. AbouZeid;H. Abramowicz;H. Abreu;Y. Abulaiti;B. Acharya;L. Adamczyk;D. Adams;T. Addy;J. Adelman;S. Adomeit;T. Adye;S. Aefsky;J. A. Aguilar-Saavedra;M. Agustoni;S. Ahlen;F. Ahles;A. Ahmad;M. Ahsan;G. Aielli;T. Åkesson;G. Akimoto;A. Akimov;M. Alam;J. Albert;S. Albrand;M. Alconada Verzini;M. Aleksa;I. Aleksandrov;F. Alessandria;C. Alexa;G. Alexander;G. Alexandre;T. Alexopoulos;M. Alhroob;M. Aliev;G. Alimonti;J. Alison;B. Allbrooke;L. Allison;P. Allport;S. Allwood-Spiers;J. Almond;A. Aloisio;R. Alon;A. Alonso;F. Alonso;A. Altheimer;B. Álvarez González;M. Alviggi;K. Amako;Y. Amaral Coutinho;C. Amelung;V. Ammosov;S. Amor Dos Santos;A. Amorim;S. Amoroso;N. Amram;C. Anastopoulos;L. Ancu;N. Andari;T. Andeen;C. Anders;G. Anders;K. Anderson;A. Andreazza;V. Andrei;X. Anduaga;S. Angelidakis;P. Anger;A. Angerami;F. Anghinolfi;A. Anisenkov;N. Anjos;A. Annovi;A. Antonaki;M. Antonelli;A. Antonov;J. Antoš;F. Anulli;M. Aoki;L. Aperio Bella;R. Apolle;G. Arabidze;I. Aracena;Y. Arai;A. Arce;S. Arfaoui;J. Arguin;S. Argyropoulos;E. Arik;M. Arik;A. Armbruster;O. Arnaez;V. Arnal;A. Artamonov;G. Artoni;D. Arutinov;S. Asai;N. Asbah;S. Ask;B. Åsman;L. Asquith;K. Assamagan;R. Astalos;A. Astbury;M. Atkinson;B. Auerbach;É. Augé;K. Augsten;M. Aurousseau;G. Avolio;D. Axen;G. Azuelos;Y. Azuma;M. Baak;C. Bacci;A. Bach;H. Bachacou;K. Bachas;M. Backes;M. Backhaus;J. Backus Mayes;E. Badescu;P. Bagiacchi;P. Bagnaia;Y. Bai;D. Bailey;T. Bain;J. Baines;O. Baker;S. Baker;P. Balek;F. Balli;E. Banas;P. Banerjee;S. Banerjee;D. Banfi;A. Bangert;V. Bansal;H. S. Bansil;L. Barak;S. Baranov;T. Barber;E. Barberio;D. Barberis;M. Barbero;D. Bardin;T. Barillari;M. Barisonzi;T. Barklow;N. Barlow;B. Barnett;R. Barnett;A. Baroncelli;G. Barone;A. Barr;F. Barreiro;J. Barreiro Guimarães da Costa;R. Bartoldus;A. Barton;V. Bartsch;A. Basye;R. Bates;L. Báťková;J. Batley;A. Battaglia;M. Battistin;F. Bauer;H. Bawa;S. Beale;T. Beau;P. Beauchemin;R. Beccherle;P. Bechtle;H. Beck;K. Becker;S. Becker;M. Beckingham;K. Becks;A. Beddall;A. Beddall;S. Bedikian;V. Bednyakov;C. Bee;L. Beemster;T. Beermann;M. Begel;C. Bélanger-Champagne;P. Bell;W. Bell;G. Bella;L. Bellagamba;A. Bellerive;M. Bellomo;A. Belloni;O. Beloborodova;K. Belotskiy;O. Beltramello;O. Benary;D. Benchekroun;K. Bendtz;N. Benekos;Y. Benhammou;E. Benhar Noccioli;J. A. Benitez Garcia;D. Benjamin;J. Bensinger;Kamal Benslama;S. Bentvelsen;D. Berge;E. Bergeaas Kuutmann;N. Berger;F. Berghaus;E. Berglund;J. Beringer;P. Bernat;R. Bernhard;C. Bernius;F. Bernlochner;T. Berry;C. Bertella;F. Bertolucci;M. I. Besana;G. Besjes;N. Besson;S. Bethke;W. Bhimji;R. Bianchi;L. Bianchini;M. Bianco;O. Biebel;S. Bieniek;K. Bierwagen;J. Biesiada;M. Biglietti;H. Bilokon;M. Bindi;S. Binet;A. Bingul;C. Bini;B. Bittner;C. Black;J. Black;K. Black;D. Blackburn;R. Blair;J. Blanchard;T. Blažek;I. Bloch;C. Blocker;J. Błocki;W. Blum;U. Blumenschein;G. Bobbink;V. Bobrovnikov;S. Bocchetta;A. Bocci;C. Boddy;M. Boehler;J. Boek;T. T. Boek-T.;N. Boelaert;J. Bogaerts;A. Bogdanchikov;A. Bogouch;C. Bohm;J. Bohm;V. Boisvert;T. Bold;V. Boldea;N. M. Bolnet;M. Bomben;M. Bona;M. Boonekamp;S. Bordoni;C. Borer;A. Borisov;G. Borissov;M. Borri;S. Borroni;J. Bortfeldt;V. Bortolotto;K. Bos;D. Boscherini;M. Bosman;H. Boterenbrood;J. Bouchami;J. Boudreau;E. Bouhova-Thacker;D. Boumediene;C. Bourdarios;N. Bousson;S. Boutouil;A. Boveia;J. Boyd;I. Boyko;I. Božović-Jelisavčić;J. Bracinik;P. Branchini;A. Brandt;G. Brandt;O. Brandt;U. Bratzler;B. Brau;J. Brau;H. Braun;S. F. Brazzale;B. Brelier;J. Bremer;K. Brendlinger;R. Brenner;S. Bressler;T. Bristow;D. Britton;F. Brochu;I. Brock;R. Brock;F. Broggi;C. Bromberg;J. Bronner;G. Brooijmans;T. Brooks;W. Brooks;E. Brost;G. Brown;P. Bruckman de Renstrom;D. Bruncko;R. Brunelière;S. Brunet;A. Bruni;G. Bruni;M. Bruschi;L. Bryngemark;T. Buanes;Q. Buat;F. Bucci;J. Buchanan;P. Buchholz;R. Buckingham;A. Buckley;S. Buda;I. Budagov;B. Budick;L. Bugge;O. Bulekov;A. Bundock;M. Bunse;T. Buran;H. Burckhart;S. Burdin;T. Burgess;S. Burke;E. Busato;V. Büscher;P. Bussey;C. Buszello;B. Butler;J. Butler;C. Buttar;J. Butterworth;W. Buttinger;M. Byszewski;S. Cabrera Urbán;D. Caforio;O. Cakir;P. Calafiura;G. Calderini;P. Calfayan;R. Calkins;L. Caloba;R. Caloi;D. Calvet;S. Calvet;R. Camacho Toro;P. Camarri;D. Cameron;L. Caminada;R. Caminal Armadans;S. Campana;M. Campanelli;V. Canale;F. Canelli;A. Canepa;J. Cantero;R. Cantrill;T. Cao;M. Capeans Garrido;I. Caprini;M. Caprini;D. Capriotti;M. Capua;R. Caputo;R. Cardarelli;T. Carli;G. Carlino;L. Carminati;S. Caron;E. Carquin;G. Carrillo-Montoya;A. Carter;J. Carter;J. Carvalho;D. Casadei;M. P. Casado;M. Cascella;C. Caso;E. Castaneda-Miranda;A. Castelli;V. Castillo Gimenez;N. Castro;G. Cataldi;P. Catastini;A. Catinaccio;J. Catmore;A. Cattai;G. Cattani;S. Caughron;V. Cavaliere;D. Cavalli;M. Cavalli-Sforza;V. Cavasinni;F. Ceradini;B. Cerio;A. Cerqueira;A. Cerri;L. Cerrito;F. Cerutti;A. Cervelli;S. Cetin;A. Chafaq;D. Chakraborty;I. Chalupkova;K. Chan;P. Chang;B. Chapleau;J. Chapman;J. Chapman;D. Charlton;V. Chavda;C. Chavez Barajas;S. Cheatham;S. Chekanov;S. Chekulaev;G. Chelkov;M. Chelstowska;C. Chen;H. Chen;S. Chen;X. Chen;Y. Chen;Y. Cheng;A. Cheplakov;R. Cherkaoui El Moursli;V. Chernyatin;E. Cheu;S. Cheung;L. Chevalier;V. Chiarella;G. Chiefari;J. T. Childers;A. Chilingarov;G. Chiodini;A. Chisholm;R. Chislett;A. Chitan;M. Chizhov;G. Choudalakis;S. Chouridou;B. Chow;I. Christidi;A. Christov;D. Chromek-Burckhart;M. Chu;J. Chudoba;G. Ciapetti;A. Ciftci;R. Ciftci;D. Cinca;V. Cindro;A. Ciocio;M. Cirilli;P. Cirkovic;Z. Citron;M. Citterio;M. Ciubancan;A. Clark;P. Clark;R. Clarke;J. Clémens;B. Clement
通讯作者:
G. Aad;T. Abajyan;B. Abbott;J. Abdallah;S. Abdel Khalek;A. Abdelalim;O. Abdinov;R. Aben;B. Abi;M. Abolins;O. AbouZeid;H. Abramowicz;H. Abreu;Y. Abulaiti;B. Acharya;L. Adamczyk;D. Adams;T. Addy;J. Adelman;S. Adomeit;T. Adye;S. Aefsky;J. A. Aguilar-Saavedra;M. Agustoni;S. Ahlen;F. Ahles;A. Ahmad;M. Ahsan;G. Aielli;T. Åkesson;G. Akimoto;A. Akimov;M. Alam;J. Albert;S. Albrand;M. Alconada Verzini;M. Aleksa;I. Aleksandrov;F. Alessandria;C. Alexa;G. Alexander;G. Alexandre;T. Alexopoulos;M. Alhroob;M. Aliev;G. Alimonti;J. Alison;B. Allbrooke;L. Allison;P. Allport;S. Allwood-Spiers;J. Almond;A. Aloisio;R. Alon;A. Alonso;F. Alonso;A. Altheimer;B. Álvarez González;M. Alviggi;K. Amako;Y. Amaral Coutinho;C. Amelung;V. Ammosov;S. Amor Dos Santos;A. Amorim;S. Amoroso;N. Amram;C. Anastopoulos;L. Ancu;N. Andari;T. Andeen;C. Anders;G. Anders;K. Anderson;A. Andreazza;V. Andrei;X. Anduaga;S. Angelidakis;P. Anger;A. Angerami;F. Anghinolfi;A. Anisenkov;N. Anjos;A. Annovi;A. Antonaki;M. Antonelli;A. Antonov;J. Antoš;F. Anulli;M. Aoki;L. Aperio Bella;R. Apolle;G. Arabidze;I. Aracena;Y. Arai;A. Arce;S. Arfaoui;J. Arguin;S. Argyropoulos;E. Arik;M. Arik;A. Armbruster;O. Arnaez;V. Arnal;A. Artamonov;G. Artoni;D. Arutinov;S. Asai;N. Asbah;S. Ask;B. Åsman;L. Asquith;K. Assamagan;R. Astalos;A. Astbury;M. Atkinson;B. Auerbach;É. Augé;K. Augsten;M. Aurousseau;G. Avolio;D. Axen;G. Azuelos;Y. Azuma;M. Baak;C. Bacci;A. Bach;H. Bachacou;K. Bachas;M. Backes;M. Backhaus;J. Backus Mayes;E. Badescu;P. Bagiacchi;P. Bagnaia;Y. Bai;D. Bailey;T. Bain;J. Baines;O. Baker;S. Baker;P. Balek;F. Balli;E. Banas;P. Banerjee;S. Banerjee;D. Banfi;A. Bangert;V. Bansal;H. S. Bansil;L. Barak;S. Baranov;T. Barber;E. Barberio;D. Barberis;M. Barbero;D. Bardin;T. Barillari;M. Barisonzi;T. Barklow;N. Barlow;B. Barnett;R. Barnett;A. Baroncelli;G. Barone;A. Barr;F. Barreiro;J. Barreiro Guimarães da Costa;R. Bartoldus;A. Barton;V. Bartsch;A. Basye;R. Bates;L. Báťková;J. Batley;A. Battaglia;M. Battistin;F. Bauer;H. Bawa;S. Beale;T. Beau;P. Beauchemin;R. Beccherle;P. Bechtle;H. Beck;K. Becker;S. Becker;M. Beckingham;K. Becks;A. Beddall;A. Beddall;S. Bedikian;V. Bednyakov;C. Bee;L. Beemster;T. Beermann;M. Begel;C. Bélanger-Champagne;P. Bell;W. Bell;G. Bella;L. Bellagamba;A. Bellerive;M. Bellomo;A. Belloni;O. Beloborodova;K. Belotskiy;O. Beltramello;O. Benary;D. Benchekroun;K. Bendtz;N. Benekos;Y. Benhammou;E. Benhar Noccioli;J. A. Benitez Garcia;D. Benjamin;J. Bensinger;Kamal Benslama;S. Bentvelsen;D. Berge;E. Bergeaas Kuutmann;N. Berger;F. Berghaus;E. Berglund;J. Beringer;P. Bernat;R. Bernhard;C. Bernius;F. Bernlochner;T. Berry;C. Bertella;F. Bertolucci;M. I. Besana;G. Besjes;N. Besson;S. Bethke;W. Bhimji;R. Bianchi;L. Bianchini;M. Bianco;O. Biebel;S. Bieniek;K. Bierwagen;J. Biesiada;M. Biglietti;H. Bilokon;M. Bindi;S. Binet;A. Bingul;C. Bini;B. Bittner;C. Black;J. Black;K. Black;D. Blackburn;R. Blair;J. Blanchard;T. Blažek;I. Bloch;C. Blocker;J. Błocki;W. Blum;U. Blumenschein;G. Bobbink;V. Bobrovnikov;S. Bocchetta;A. Bocci;C. Boddy;M. Boehler;J. Boek;T. T. Boek-T.;N. Boelaert;J. Bogaerts;A. Bogdanchikov;A. Bogouch;C. Bohm;J. Bohm;V. Boisvert;T. Bold;V. Boldea;N. M. Bolnet;M. Bomben;M. Bona;M. Boonekamp;S. Bordoni;C. Borer;A. Borisov;G. Borissov;M. Borri;S. Borroni;J. Bortfeldt;V. Bortolotto;K. Bos;D. Boscherini;M. Bosman;H. Boterenbrood;J. Bouchami;J. Boudreau;E. Bouhova-Thacker;D. Boumediene;C. Bourdarios;N. Bousson;S. Boutouil;A. Boveia;J. Boyd;I. Boyko;I. Božović-Jelisavčić;J. Bracinik;P. Branchini;A. Brandt;G. Brandt;O. Brandt;U. Bratzler;B. Brau;J. Brau;H. Braun;S. F. Brazzale;B. Brelier;J. Bremer;K. Brendlinger;R. Brenner;S. Bressler;T. Bristow;D. Britton;F. Brochu;I. Brock;R. Brock;F. Broggi;C. Bromberg;J. Bronner;G. Brooijmans;T. Brooks;W. Brooks;E. Brost;G. Brown;P. Bruckman de Renstrom;D. Bruncko;R. Brunelière;S. Brunet;A. Bruni;G. Bruni;M. Bruschi;L. Bryngemark;T. Buanes;Q. Buat;F. Bucci;J. Buchanan;P. Buchholz;R. Buckingham;A. Buckley;S. Buda;I. Budagov;B. Budick;L. Bugge;O. Bulekov;A. Bundock;M. Bunse;T. Buran;H. Burckhart;S. Burdin;T. Burgess;S. Burke;E. Busato;V. Büscher;P. Bussey;C. Buszello;B. Butler;J. Butler;C. Buttar;J. Butterworth;W. Buttinger;M. Byszewski;S. Cabrera Urbán;D. Caforio;O. Cakir;P. Calafiura;G. Calderini;P. Calfayan;R. Calkins;L. Caloba;R. Caloi;D. Calvet;S. Calvet;R. Camacho Toro;P. Camarri;D. Cameron;L. Caminada;R. Caminal Armadans;S. Campana;M. Campanelli;V. Canale;F. Canelli;A. Canepa;J. Cantero;R. Cantrill;T. Cao;M. Capeans Garrido;I. Caprini;M. Caprini;D. Capriotti;M. Capua;R. Caputo;R. Cardarelli;T. Carli;G. Carlino;L. Carminati;S. Caron;E. Carquin;G. Carrillo-Montoya;A. Carter;J. Carter;J. Carvalho;D. Casadei;M. P. Casado;M. Cascella;C. Caso;E. Castaneda-Miranda;A. Castelli;V. Castillo Gimenez;N. Castro;G. Cataldi;P. Catastini;A. Catinaccio;J. Catmore;A. Cattai;G. Cattani;S. Caughron;V. Cavaliere;D. Cavalli;M. Cavalli-Sforza;V. Cavasinni;F. Ceradini;B. Cerio;A. Cerqueira;A. Cerri;L. Cerrito;F. Cerutti;A. Cervelli;S. Cetin;A. Chafaq;D. Chakraborty;I. Chalupkova;K. Chan;P. Chang;B. Chapleau;J. Chapman;J. Chapman;D. Charlton;V. Chavda;C. Chavez Barajas;S. Cheatham;S. Chekanov;S. Chekulaev;G. Chelkov;M. Chelstowska;C. Chen;H. Chen;S. Chen;X. Chen;Y. Chen;Y. Cheng;A. Cheplakov;R. Cherkaoui El Moursli;V. Chernyatin;E. Cheu;S. Cheung;L. Chevalier;V. Chiarella;G. Chiefari;J. T. Childers;A. Chilingarov;G. Chiodini;A. Chisholm;R. Chislett;A. Chitan;M. Chizhov;G. Choudalakis;S. Chouridou;B. Chow;I. Christidi;A. Christov;D. Chromek-Burckhart;M. Chu;J. Chudoba;G. Ciapetti;A. Ciftci;R. Ciftci;D. Cinca;V. Cindro;A. Ciocio;M. Cirilli;P. Cirkovic;Z. Citron;M. Citterio;M. Ciubancan;A. Clark;P. Clark;R. Clarke;J. Clémens;B. Clement
影响因子:
1.6
作者:
Gale, Charles;Jeon, Sangyong;Schenke, Bjoern
通讯作者:
Schenke, Bjoern