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MiR-181a: a potential biomarker of acute muscle wasting following elective high-risk cardiothoracic surgery

Author: Banya WAS
Bloch SAA
Donaldson AVJ
Griffiths MJD
Kemp PR
Lewis A
Polkey MI
Publication venue: 'Springer Science and Business Media LLC'
Publication date: 07/04/2015
Field of study

Spiral - Imperial College Digital Repository

Increased expression of GDF-15 may mediate ICU-acquired weakness by down-regulating muscle microRNAs

Author: Bloch SAA
Griffiths MJD
Kemp PR
Lee JY
Polkey MI
Rosendahl U
Syburra T
Publication venue: 'BMJ'
Publication date: 28/10/2014
Field of study

RATIONALE: The molecular mechanisms underlying the muscle atrophy of intensive care unit-acquired weakness (ICUAW) are poorly understood. We hypothesised that increased circulating and muscle growth and differentiation factor-15 (GDF-15) causes atrophy in ICUAW by changing expression of key microRNAs. OBJECTIVES: To investigate GDF-15 and microRNA expression in patients with ICUAW and to elucidate possible mechanisms by which they cause muscle atrophy in vivo and in vitro. METHODS: In an observational study, 20 patients with ICUAW and seven elective surgical patients (controls) underwent rectus femoris muscle biopsy and blood sampling. mRNA and microRNA expression of target genes were examined in muscle specimens and GDF-15 protein concentration quantified in plasma. The effects of GDF-15 on C2C12 myotubes in vitro were examined. MEASUREMENTS AND MAIN RESULTS: Compared with controls, GDF-15 protein was elevated in plasma (median 7239 vs 2454 pg/mL, p=0.001) and GDF-15 mRNA in the muscle (median twofold increase p=0.006) of patients with ICUAW. The expression of microRNAs involved in muscle homeostasis was significantly lower in the muscle of patients with ICUAW. GDF-15 treatment of C2C12 myotubes significantly elevated expression of muscle atrophy-related genes and down-regulated the expression of muscle microRNAs. miR-181a suppressed transforming growth factor-β (TGF-β) responses in C2C12 cells, suggesting increased sensitivity to TGF-β in ICUAW muscle. Consistent with this suggestion, nuclear phospho-small mothers against decapentaplegic (SMAD) 2/3 was increased in ICUAW muscle. CONCLUSIONS: GDF-15 may increase sensitivity to TGF-β signalling by suppressing the expression of muscle microRNAs, thereby promoting muscle atrophy in ICUAW. This study identifies both GDF-15 and associated microRNA as potential therapeutic targets

PubMed Central

Spiral - Imperial College Digital Repository

Search for narrow resonances in dilepton mass spectra in proton-proton collisions at root s=13 TeV and combination with 8 TeV data

Author: Aarrestad T. K.
Abbaneo D.
Abbiendi G.
Abbrescia M.
Abdullin S.
Abdulsalam A.
Abercrombie D.
Abu Zeid S.
Ackert A.
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Adair A.
Adam W.
Adams J. R.
Adams M. R.
Adams T.
Adzic P.
Agapitos A.
Aggleton R.
Agram J.-L.
Ahmad A.
Ahmad M.
Ahmad M.
Ahmed I.
Ahuja S.
Akchurin N.
Akgun B.
Al-bataineh A.
Albergo S.
Albrow M.
Alcaraz Maestre J.
Aldaya Martin M.
Alderweireldt S.
Aldá Júnior W. L.
Aleksandrov A.
Alexander J.
Alimena J.
Allen B.
Almond J.
Alunni Solestizi L.
Alverson G.
Alves F. L.
Alves G. A.
Alyari M.
Amapane N.
Amsler C.
Anagnostou G.
Anderson D.
Anderson I.
Andrea J.
Andreev V.
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Andrews M. B.
Androsov K.
Anelli C.
Antonelli L.
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Antunovic Z.
Apanasevich L.
Apollinari G.
Apresyan A.
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Williamson S.
Wimpenny S.
Winer B. L.
Winn D.
Wissing C.
Wittich P.
Wolf M.
Wolf R.
Wolfe E.
Wood D.
Wood J.
Woodard A.
Woods N.
Wright D.
Wright J.
Wu Z.
Wulsin H. W.
Wulz C.-E.
Wyslouch B.
Wöhrmann C.
Würthwein F.
Xia F.
Xiao M.
Xie S.
Xie W.
Xin Y.
Xu L.
Xu Q.
Xu Z.
Yagil A.
Yalvac M.
Yang M.
Yang U. K.
Yang Y.
Yang Y. C.
Yates B. R.
Yazgan E.
Yelton J.
Yetkin E. A.
Yetkin T.
Yi K.
Yilmaz Y.
Yohay R.
Yonamine R.
Yoo H. D.
Yoo J.
You C.
Yu G. B.
Yu I.
Yu S. S.
Yumiceva F.
Yusli M. N.
Zabel J.
Zabi A.
Zaganidis N.
Zagozdzinska A.
Zakaria M.
Zalewski P.
Zanetti A.
Zanetti M.
Zarubin A.
Zeinali M.
Zenoni F.
Zenz S. C.
Zeuner W. D.
Zevi Della Porta G.
Zeyrek M.
Zghiche A.
Zhang F.
Zhang H.
Zhang J.
Zhao J.
Zhokin A.
Zhu R. Y.
Zhukov V.
Zhukova V.
Zientek M.
Zolkapli Z.
Zorbakir I. S.
Zorbilmez C.
Zotto P.
Zou D.
Zsigmond A. J.
Zucchetta A.
Zumerle G.
Zuranski A.
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Publication date: 01/01/2016
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Optimasi Portofolio Resiko Menggunakan Model Markowitz MVO Dikaitkan dengan Keterbatasan Manusia dalam Memprediksi Masa Depan dalam Perspektif Al-Qur`an

Author: Aarrestad Thea Klaeboe
Abbaneo Duccio
Abbiendi Giovanni
Abbrescia Marcello
Abdullin Salavat
Abdulsalam Abdulla
Abercrombie Daniel
Abu Zeid Shimaa
Ackert Andrew
Acosta Darin
Acosta John Gabriel
Adair Antony
Adam Wolfgang
Adams Jordon Rowe
Adams Mark Raymond
Adams Todd
Adzic Petar
Agapitos Antonis
Aggleton Robin
Agram Jean-Laurent
Ahmad Ashfaq
Ahmad Muhammad
Ahmad Muhammad
Ahmed Ijaz
Ahuja Sudha
Akchurin Nural
Akgun Bora
Al-bataineh Ayman
Albergo Sebastiano
Albert Andreas
Albrow Michael
Alcaraz Maestre Juan
Aldaya Martin Maria
Alderweireldt Sara
Aldá Júnior Walter Luiz
Aleksandrov Aleksandar
Alexakhin Vadim
Alexander James
Alimena Juliette
Allen Brandon
Almond John
Alunni Solestizi Luisa
Alverson George
Alves Fábio Lúcio
Alves Gilvan
Alyari Maral
Amapane Nicola
Amsler Claude
Anagnostou Georgios
Anderson Dustin
Anderson Ian
Andrea Jeremy
Andreev Vladimir
Andreev Yuri
Andrews Michael Benjamin
Androsov Konstantin
Anelli Christopher
Antonelli Louis
Antropov Iurii
Antunovic Zeljko
Apanasevich Leonard
Apollinari Giorgio
Apresyan Artur
Apyan Aram
Arcaro Daniel
Arcidiacono Roberta
Arenton Michael Wayne
Argiro Stefano
Arneodo Michele
Asavapibhop Burin
Asawatangtrakuldee Chayanit
Askew Andrew
Attikis Alexandros
Aubin Alexandre
Auffray Etiennette
Autermann Christian
Auzinger Georg
Avdeeva Ekaterina
Avery Paul
Avetisyan Aram
Avila Carlos
Azarkin Maksim
Azhgirey Igor
Aziz Tariq
Azzi Patrizia
Azzolini Virginia
Azzurri Paolo
Aşılar Ece
Baarmand Marc M
Baber Mark
Bacchetta Nicola
Bachmair Felix
Bachtis Michail
Baden Drew
Baffioni Stephanie
Bagliesi Giuseppe
Bahinipati Seema
Baillon Paul
Bainbridge Robert
Bakhshiansohi Hamed
Ball Austin
Ball Fionn
Ban Yong
Banerjee Sudeshna
Banerjee Sunanda
Bansal Sunil
Barbagli Giuseppe
Barberis Emanuela
Barbieri Richard
Bargassa Pedrame
Baringer Philip
Barker Anthony
Barnes Virgil E
Barney David
Baron Owen
Barone Luciano
Barria Patrizia
Barrio Luna Mar
Bartek Rachel
Barth Christian
Bartosik Nazar
Bartók Márton
Baskakov Alexey
Battilana Carlo
Baty Austin
Bauerdick Lothar AT
Baumgartel Darin
Baus Colin
Bayshev Igor
Bean Alice
Beauceron Stephanie
Beaudette Florian
Beck Lana
Beernaert Kelly
Behera Prafulla Kumar
Behnamian Hadi
Behnke Olaf
Behrens Ulf
Bein Samuel
Beirão Da Cruz E Silva Cristóvão
Belchior Batista Das Chagas Ewerton
Belforte Stefano
Beliy Nikita
Belknap Donald
Bell Ken W
Bellan Riccardo
Belloni Alberto
Beluffi Camille
Belyaev Alexander
Belyaev Andrey
Benato Lisa
Bencze Gyorgy
Bendavid Joshua
Benelli Gabriele
Beni Noemi
Benussi Luigi
Benvenuti Alberto
Beranek Sarah
Beretvas Andrew
Bergauer Thomas
Berger Joram
Beri Suman Bala
Bernardes Cesar Augusto
Bernardini Jacopo
Bernet Colin
Berry Douglas
Berry Edmund
Berryhill Jeffrey
Bertl Willi
Besancon Marc
Betchart Burton
Betts Russell Richard
Bhandari Rohan
Bhardwaj Ashutosh
Bhat Pushpalatha C
Bhatnagar Vipin
Bhattacharya Rajarshi
Bhattacharya Saptaparna
Bhattacharya Satyaki
Bhawandeep Bhawandeep
Bhopatkar Vallary
Bhowmik Sandeep
Bi Ran
Bialkowska Helena
Bian Jian-Guo
Bianchini Lorenzo
Bianco Stefano
Bierwagen Katharina
Biino Cristina
Bilei Gian Mario
Bilin Bugra
Bilki Burak
Bilmis Selcuk
Bin Anuar Afiq Aizuddin
Bisello Dario
Bitioukov Sergei
Blekman Freya
Blinov Vladimir
Blobel Volker
Bloch Daniel
Bloch Philippe
Bloom Kenneth
Bluj Michal
Blumenfeld Barry
Boccali Tommaso
Bocci Andrea
Bodek Arie
Boimska Bożena
Boletti Alessio
Bolla Gino
Bonacorsi Daniele
Bonato Alessio
Bondu Olivier
Boos Edouard
Boren Samuel
Bornheim Adolf
Borras Kerstin
Bortignon Pierluigi
Borzou Ahmad
Bose Tulika
Botta Cristina
Boudoul Gaelle
Bouhali Othmane
Bourilkov Dimitri
Bouvier Elvire
Bowen James
Bradmiller-Feld John
Braghieri Alessandro
Braibant-Giacomelli Sylvie
Brandstetter Johannes
Brandt Stephanie
Branson James G
Breedon Richard
Breto Guillermo
Brew Christopher
Brianza Luca
Brigliadori Luca
Brigljevic Vuko
Brinkerhoff Andrew
Brinson Jessica
Brito Lucas
Brochero Cifuentes Javier Andres
Brochet Sébastien
Brodski Michael
Brom Jean-Marie
Brondolin Erica
Brooke James John
Brown Robert M
Brun Hugues
Bruner Christopher
Bruno Giacomo
Buchmuller Oliver
Bucinskaite Inga
Bundock Aaron
Bunkowski Karol
Bunn Julian
Buontempo Salvatore
Burkett Kevin
Burns Douglas
Burns Dustin
Burt Kira
Burton Darren
Busson Philippe
Busza Wit
Butler Joel Nathan
Butler Philip H
Buttignol Michael
Butz Erik
Bylinkin Alexander
Bylsma Ben
Byszuk Adrian
Bäni Lukas
Cabrera Andrés
Cabrillo Iban Jose
Cadamuro Luca
Caillol Cécile
Cakir Altan
Calabria Cesare
Calderon De La Barca Sanchez Manuel
Calderon Alicia
Cali Ivan Amos
Call Kenneth
Calligaris Luigi
Calpas Betty
Calvelli Valerio
Calvert Brian
Calvo Enrique
Caminada Lea
Campagnari Claudio
Campanini Renato
Campbell Alan
Camporesi Tiziano
Candelise Vieri
Canelli Maria Florencia
Cankocak Kerem
Capiluppi Paolo
Caputo Claudio
Carlin Roberto
Carnes Andrew
Carpinteyro Severiano
Carrera Jarrin Edgar
Carrillo Montoya Camilo Andres
Carrillo Moreno Salvador
Cartiglia Nicolo
Carvalho Antunes De Oliveira Alexandra
Carvalho Wagner
Carver Matthew
Casal Bruno
Casarsa Massimo
Casasso Stefano
Castaldi Rino
Castello Roberto
Castilla-Valdez Heriberto
Castiñeiras De Saa Juan Ramon
Castle James
Castro Andrea
Caudron Adrien
Cavallari Francesca
Cavallo Francesca Romana
Cavallo Nicola
Cavanaugh Richard
Celik Ali
Centis Vignali Matteo
Cepeda Maria
Cerati Giuseppe Benedetto
Cerci Salim
Cerminara Gianluca
Cerrada Marcos
Chabert Eric Christian
Chadeeva Marina
Chamizo Llatas Maria
Chang Paoti
Chang You-Hao
Chang Yu-Wei
Chanon Nicolas
Chao Yuan
Chaparro Sierra Luisa Fernanda
Chapon Emilien
Charaf Otman
Charlot Claude
Chatterjee Kalyanmoy
Chatterjee Rajdeep Mohan
Chauhan Shubhanshu
Chauhan Sushil
Chaves Jorge
Chawla Ridhi
Chen Geng
Chen Guo-Ming
Chen He-Sheng
Chen Kai-Feng
Chen Mingshui
Chen Po-Hsun
Chen Ye
Chen Yi
Chen Zhenyu
Chenarani Shirin
Cheng Tongguang
Cherepanov Vladimir
Chertok Maxwell
Cheung Harry
Chhibra Simranjit Singh
Chierici Roberto
Chinellato Jose
Chiorboli Massimiliano
Chistov Ruslan
Chlebana Frank
Cho Sungwoong
Choi Minkyoo
Choi Suyong
Choi Young-Il
Chou John Paul
Choudhary Brajesh C
Choudhury Somnath
Chtchipounov Leonid
Chu Jennifer
Chudasama Ruchi
Chwalek Thorsten
Ciangottini Diego
Cieri Davide
Cihangir Selcuk
Cimmino Anna
Ciocci Maria Agnese
Cipriani Marco
Cirkovic Predrag
Citron Matthew
Cittolin Sergio
Ciulli Vitaliano
Civinini Carlo
Claes Daniel R
Clare Robert
Clarida Warren
Clarke Christopher
Clement Emyr
Clerbaux Barbara
Cockerill David JA
Cocoros Alice
Codispoti Giuseppe
Colafranceschi Stefano
Colaleo Anna
Cole Joanne
Colino Nicanor
Collard Caroline
Colling David
Colombo Fabio
Connor Patrick
Contardo Didier
Conte Eric
Contreras-Campana Christian
Contreras-Campana Emmanuel
Conway John
Conway Rylan
Cooper Seth
Cooperstein Stephane
Cornelis Tom
Corpe Louie
Cossutti Fabio
Costa Marco
Costa Salvatore
Costanza Francesco
Coubez Xavier
Couderc Fabrice
Coughlan John A
Courbon Benoit
Cousins Robert
Covarelli Roberto
Cowden Christopher
Cox Bradley
Cox Peter Timothy
Creanza Donato
Cremonesi Matteo
Cristella Leonardo
Cuevas Javier
Cuffiani Marco
Cumalat John Perry
Curras Esteban
Curry David
Cussans David
Custódio Analu
Cutts David
Czellar Sandor
D'Alessandro Raffaello
D'Alfonso Mariarosaria
D'Enterria David
D'Hondt Jorgen
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Da Silveira Gustavo Gil
Dabrowski Anne
Daci Nadir
Dalchenko Mykhailo
Dall'Osso Martino
Dallavalle Gaetano-Marco
Damarseckin Serdal
Damgov Jordan
Danilov Mikhail
Daponte Vincenzo
Das Souvik
Daskalakis Georgios
Dasu Sridhara
Dauncey Paul
David Tinoco Mendes Andre
Davies Gavin
Davignon Olivier
de Barbaro Pawel
De Boer Wim
De Bruyn Isabelle
De Castro Manzano Pablo
De Cosa Annapaola
De Filippis Nicola
De Gruttola Michele
De Guio Federico
De Jesus Damiao Dilson
De La Cruz Begona
De La Cruz-Burelo Eduard
De Lentdecker Gilles
De Mattia Marco
De Moraes Gregores Eduardo
De Nardo Guglielmo
De Oliveira Martins Carley
De Palma Mauro
De Remigis Paolo
De Roeck Albert
de Trocóniz Jorge F
De Visscher Simon
De Wit Adinda
De Wolf Eddi A
Degano Alessandro
Deiters Konrad
Dejardin Marc
Del Re Daniele
Delaere Christophe
Delannoy Andrés G
Delannoy Hugo
Delcourt Martin
Delgado Peris Antonio
Delgado Andrea
Dell'Orso Roberto
Della Negra Michel
Della Ricca Giuseppe
Demaria Natale
Demina Regina
Demiragli Zeynep
Demiroglu Zuhal Seyma
Denegri Daniel
Depasse Pierre
Derdzinski Mark
Dermenev Alexander
Deroover Kevin
Dev Nabarun
Devetak Damir
Dewanjee Ram Krishna
Dey Sourav
Di Francesco Agostino
Di Guida Salvatore
Di Marco Emanuele
Di Maria Riccardo
Di Matteo Leonardo
Di Mattia Alessandro
Diamond Brendan
Diemoz Marcella
Dierlamm Alexander
Dietz Charles
Dietz-Laursonn Erik
Diez Pardos Carmen
Dildick Sven
Dilsiz Kamuran
Dimitrov Anton
Dinardo Mauro Emanuele
Dini Paolo
Dishaw Adam
Dissertori Günther
Dittmann Jay
Dittmar Michael
Dittmer Susan
Doan Thi Hien
Dobson Marc
Dobur Didar
Dodd Laura
Dogra Sunil
Dolen James
Dolinska Ganna
Dominguez Aaron
Donato Silvio
Donegà Mauro
Dordevic Milos
Dorigo Tommaso
Dorney Brian
Doroba Krzysztof
Dosselli Umberto
Dozen Candan
Draeger Arne-Rasmus
Dragicevic Marko
Dragoiu Cosmin
Dremin Igor
Dreyer Torben
Driga Olga
Du Pree Tristan
Duarte Javier
Dube Sourabh
Dubinin Mikhail
Duchardt Deborah
Dudenas Vytautas
Dudero Phillip Russell
Dudko Lev
Dugad Shashikant
Duggan Daniel
Duh Yi-ting
Dumanoglu Isa
Dunne Patrick
Dupont Niels
Durgut Süleyman
Duric Senka
Durkin Lloyd Stanley
Dutt Suneel
Dutta Dipanwita
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Dutta Valentina
Dünser Marc
Eckerlin Guenter
Ecklund Karl Matthew
Eckstein Doris
Eerola Paula
El Mamouni Houmani
Elliott-Peisert Anna
Ellison John Anthony
Ellithi Kamel Ali
Elmer Peter
Elumakhov Dmitry
Elvira Victor Daniel
Elwood Adam
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Endres Matthias
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Epshteyn Vladimir
Erbacher Robin
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Fangmeier Caleb
Fanò Livio
Fartoukh Stephane
Fasanella Daniele
Fasanella Giuseppe
Faulkner James
Faure Jean-Louis
Favaro Carlotta
Favart Laurent
Fay Jean
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Fehling David
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Feld Lutz
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Ferraioli Charles
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Ferri Federico
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Filipovic Nicolas
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Finger Miroslav
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Fisk Ian
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Flowers Sean
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Forthomme Laurent
Foudas Costas
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Garabedian Alex
Garay Garcia Jasone
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Garcia-Abia Pablo
Garcia-Bellido Aran
Garcia-Ferrero Juan
Gardner Michael
Garg Rocky Bala
Garutti Erika
Gary J William
Gascon Susan
Gastler Daniel
Gauthier Lucie
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Geffert Paul
Geiser Achim
Gelli Simone
Gelé Denis
Gennai Simone
George Christopher
George Jimin
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Gerber Cecilia Elena
Gerosa Raffaele
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Ghiasi Shirazi Seyyed Mohammad Amin
Ghosh Saranya
Ghosh Shamik
Giacomelli Paolo
Giakoumopoulou Viktoria Athina
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Giassi Alessandro
Giffels Manuel
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Gomez Jaime
Gomez Juan Pablo
Goncharov Maxim
Gonzalez Caballero Isidro
Gonzalez Lopez Oscar
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González Fernández Juan Rodrigo
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Goodell Joseph
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Gori Valentina
Gottschalk Erik
Gouskos Loukas
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Grab Christoph
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Gran Jason
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Gras Philippe
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Grebenyuk Anastasia
Green Dan
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Gribushin Andrey
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Guchait Monoranjan
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Gurpinar Emine
Gurrola Alfredo
Gutay Laszlo
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Gutsche Oliver
Gyun Dooyeon
Gómez Espinosa Tirso Alejandro
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Hamel de Monchenault Gautier
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Hammer Josef
Han Jiyeon
Hansen Peter
Hanson Gail
Harb Ali
Hardenbrook Joshua
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Hare Daryl
Harper Sam
Harr Robert
Harrington Charles
Harris Philip
Harris Robert M
Hart Andrew
Hartl Christian
Hartmann Frank
Hasegawa Satoshi
Hassan Qamar
Hatakeyama Kenichi
Hauk Johannes
Hauser Jay
Haytmyradov Maksat
Heath Greg P
Heath Helen F
Hebbeker Thomas
Hebda Philip
Hegde Vinay
Hegeman Jeroen
Heidegger Constantin
Heideman Joseph
Heidemann Carsten
Heilman Jesse
Heindl Maximilian
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Heintz Ulrich
Heister Arno
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Heracleous Natalie
Heredia-De La Cruz Ivan
Hernandez Jose M
Hernandez-Almada Alberto
Herndon Matthew
Hervé Alain
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Hits Dmitry
Hobson Peter R
Hoehle Felix
Hoepfner Kerstin
Hoffmann Malte
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Hogan Julie Managan
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Holzner André
Hong Byung-Sik
Hoorani Hafeez R
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Kadija Kreso
Kaestli Hans-Christian
Kaisen Josh
Kalafut Sean
Kalinin Alexey
Kalinowski Artur
Kalogeropoulos Alexis
Kalsi Amandeep Kaur
Kamalieddin Rami
Kamon Teruki
Kangal Evrim Ersin
Kao Shih-Chuan
Kaplan Steven
Kapoor Anshul
Kara Ozgun
Karacheban Olena
Karancsi János
Karapinar Guler
Karapostoli Georgia
Karchin Paul Edmund
Kargoll Bastian
Karimäki Veikko
Karjavin Vladimir
Karmgard Daniel John
Karneyeu Anton
Kasemann Matthias
Kasieczka Gregor
Katkov Igor
Kaur Anterpreet
Kaur Manjit
Kaya Mithat
Kaya Ozlem
Kazana Malgorzata
Keaveney James
Kellams Nathan
Kellogg Richard G
Kennedy Elizabeth
Kenny III Raymond Patrick
Keshri Sumit
Kesisoglou Stilianos
Khachatryan Vardan
Khakzad Mohsen
Khalil Sadia
Khan Akram
Khan Wajid Ali
Kharchilava Avto
Khatiwada Ajeeta
Khristenko Viktor
Khukhunaishvili Aleko
Khurana Raman
Kiani Bilal
Kiesel Maximilian Knut
Kieseler Jan
Kilminster Benjamin
Kim Dong Hee
Kim Gui Nyun
Kim Hyunchul
Kim Hyunyong
Kim Ji Hyun
Kim Junho
Kim Min Suk
Kim Tae Jeong
Kim Victor
Kim Yongsun
Kiminsu Ugur
Kinnunen Ritva
Kirakosyan Martin
Kirsanov Mikhail
Kirschenmann Henning
Klabbers Pamela
Klanner Robert
Klein Daniel
Klein Katja
Kleinwort Claus
Klima Boaz
Klute Markus
Klyukhin Vyacheslav
Knutzen Simon
Knünz Valentin
Ko Winston
Kodolova Olga
Kogler Roman
Kokkas Panagiotis
Kolberg Ted
Kole Gouranga
Komaragiri Jyothsna Rani
Komm Matthias
Konecki Marcin
Konigsberg Jacobo
Konstantinov Dmitri
Konyushikhin Maxim
Korenkov Vladimir
Kornmayer Andreas
Korol Ievgen
Kortelainen Matti J
Korytov Andrey
Kothekar Kunal
Kotlinski Danek
Kousouris Konstantinos
Kovac Marko
Kovalchuk Nataliia
Kovalskyi Dmytro
Krajczar Krisztian
Krammer Manfred
Krasnikov Nikolai
Kravchenko Ilya
Kreczko Lukasz
Kreis Benjamin
Kress Thomas
Krofcheck David
Krohn Michael
Krolikowski Jan
Kropivnitskaya Anna
Krutelyov Vyacheslav
Krychkine Victor
Krätschmer Ilse
Krücker Dirk
Kubik Andrew
Kubota Yuichi
Kucher Inna
Kumar Ajay
Kumar Arun
Kumar Ashish
Kumar Ashok
Kumar Ramandeep
Kumar Sanjeev
Kumar Vineet
Kumari Priyanka
Kunkle Joshua
Kunnawalkam Elayavalli Raghav
Kunori Shuichi
Kuo Chia-Ming
Kurt Pelin
Kuznetsova Ekaterina
Kyberd Paul
Kyriacou Savvas
Kyriakis Aristotelis
König Axel
Künsken Andreas
La Licata Chiara
Lacaprara Stefano
Lacroix Florent
Lagarde Francois
Lai Yue Shi
Laird Edward
Laktineh Imad Baptiste
Lamichhane Kamal
Lamichhane Pramod
Lammel Stephan
Lampén Tapio
Lanaro Armando
Lander Richard
Landsberg Greg
Lane Rebecca
Laner Christian
Lanev Alexander
Lange Clemens
Lange David
Lange Wolfgang
Langenegger Urs
Lannon Kevin
Lanza Giuseppe
Lapsien Tobias
Lariccia Paolo
Lassila-Perini Kati
Lath Amitabh
Lauwers Jasper
Lawhorn Jay Mathew
Le Bihan Anne-Catherine
Lecomte Pierre
Lecoq Paul
Ledovskoy Alexander
Lee Ari
Lee Byounghoon
Lee Haneol
Lee Jason Sang Hun
Lee Jongseok
Lee Kisoo
Lee Kyong Sei
Lee Sangeun
Lee Seh Wook
Lee Songkyo
Lee Sung Won
Lee Yen-Jie
Leggat Duncan
Lehti Sami
Lelas Damir
Lelek Aleksandra
Lemaitre Vincent
Lenz Teresa
Lenzi Piergiulio
Lenzi Thomas
Leonard Jessica
Leonardi Roberto
Leonardo Nuno
Leonidov Andrey
Lesko Zachary
Leslie Dawn
Lethuillier Morgan
Letts James
Levchuk Leonid
Levin Andrew
Levine Aaron
Li Hengne
Li Qiang
Li Wei
Libeiro Terence
Ligabue Franco
Liko Dietrich
Lim Jaehoon
Lin Willis
Linacre Jacob
Lincoln Don
Lindén Tomas
Lingemann Joschka
Linn Stephan
Lipinski Martin
Lipka Katerina
Lipton Ron
Lisniak Stanislav
Lista Luca
Litov Leander
Liu Bingxuan
Liu Hongxuan
Liu Shuai
Liu Tiehui
Liu Yueh-Feng
Liu Zhenan
Lloret Iglesias Lara
Lo Vetere Maurizio
Lo Kin Ho
Lobanov Artur
Lobelle Pardo Patricia
Locci Elizabeth
Lohmann Wolfgang
Lokhtin Igor
Lomtadze Teimuraz
Long Kenneth
Long Owen Rosser
Longo Egidio
Lopes De Sá Rafael
Lopez Virto Amparo
Lopez-Fernandez Ricardo
Loukas Demetrios
Loukas Nikitas
Lourenco Carlos
Loveless Richard
Low Jia Fu
Lowette Steven
Lu Rong-Shyang
Lu Ying
Lu Yun-Ju
Lucas Chris
Lucas Robyn
Lucchini Marco Toliman
Luckey Paul David
Luetic Jelena
Luo Jingyu
Luo Wuming
Lustermann Werner
Luukka Panja-Riina
Lychkovskaya Natalia
Lykken Joseph
Lyons Louis
Léonard Alexandre
Ma Peisen
Machet Martina
Macneill Ian
Maerschalk Thierry
Maeshima Kaori
Magaña Villalba Ricardo
Maggi Giorgio
Maggi Marcello
Magini Nicolo
Magitteri Alessio
Magnan Anne-Marie
Magnani Alice
Maguire Charles
Mahakud Bibhuprasad
Mahmoud Mohammed
Maier Benedikt
Maity Manas
Majumdar Nayana
Majumder Devdatta
Majumder Gobinda
Makovec Alajos
Maksimovic Petar
Mal Prolay
Malakhov Alexander
Malberti Martina
Malbouisson Helena
Malcles Julie
Malgeri Luca
Malhotra Shivali
Malik Sarah
Malik Sudhir
Malta Rodrigues Alan
Malvezzi Sandra
Mandal Koushik
Mangano Boris
Mankel Rainer
Mannelli Marcello
Mans Jeremy
Manthos Nikolaos
Mantovani Giancarlo
Manzoni Riccardo Andrea
Mao Yajun
Mao Zaixing
Maravin Yurii
Marcellini Stefano
Marchesini Ivan
Marco Jesus
Marconi Daniele
Margaroli Fabrizio
Margoni Martino
Marinelli Nancy
Marini Andrea Carlo
Marinov Andrey
Marionneau Matthieu
Mariotti Chiara
Markowitz Pete
Marlow Daniel
Marraffino John Michael
Martelli Arabella
Martinez Rivero Celso
Martinez Ruiz del Arbol Pablo
Martinez German
Martini Luca
Maruyama Sho
Marzocchi Badder
Masciovecchio Mario
Maselli Silvia
Masetti Gianni
Mason David
Massironi Andrea
Mastrolorenzo Luca
Matchev Konstantin
Matorras Francisco
Matos Figueiredo Diego
Matsushita Takashi
Matveev Viktor
Mavromanolakis Georgios
Mazumdar Kajari
Mazza Giovanni
Mcbrayer William
McBride Patricia
Mccoll Nickolas
Mcdermott Kevin
Mcginn Christopher
Mclean Christine
Md Ali Mohd Adli Bin
Medvedeva Tatiana
Mehta Ankita
Mei Hualin
Mei Kelvin
Meier Frank
Meijers Frans
Meinhard Maren Tabea
Meister Daniel
Mejia Guisao Jhovanny
Melo Da Costa Eliza
Melo Andrew
Melzer-Pellmann Isabell-Alissandra
Menasce Dario
Meneguzzo Anna Teresa
Meng Fanbo
Menichelli Mauro
Meola Sabino
Mercadante Pedro G
Meridiani Paolo
Merkel Petra
Merlin Jeremie Alexandre
Merlo Jean-Pierre
Mermerkaya Hamit
Merschmeyer Markus
Mersi Stefano
Mertens Alexandre
Meschi Emilio
Meschini Marco
Messineo Alberto
Mestvirishvili Alexi
Meyer Andreas Bernhard
Meyer Arnd
Meyer Mareike
Miagkov Igor
Micanovic Sasa
Micheli Francesco
Michlin Benjamin
Migliore Ernesto
Mignerey Alice
Mikulec Ivan
Mildner Hannes
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Millet Philipp
Milosevic Jovan
Miniello Giorgia
Miné Philippe
Mirabito Laurent
Mirman Nathan
Mironov Camelia
Misiura Maciej
Missiroli Marino
Mitra Soureek
Mitselmakher Guenakh
Mitsyn Valeri Valentinovitch
Mittag Gregor
Mittal Monika
Miñano Moya Mercedes
Mnich Joachim
Modak Atanu
Moeller Anthony
Mohamad Idris Faridah
Mohammadi Najafabadi Mojtaba
Mohammadi Abdollah
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Mohanty Gagan Bihari
Moisenz Petr
Molnar Jozsef
Monaco Vincenzo
Mondal Kuntal
Monge Maria Roberta
Monroy Jose
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Montanari Alessandro
Montecassiano Fabio
Monteil Ennio
Moon Chang-Seong
Mooney Michael
Moortgat Filip
Moortgat Seth
Mora Herrera Clemencia
Moraes Arthur
Moran Dermot
Moreels Lieselotte
Morelos Pineda Antonio
Moroni Luigi
Morovic Srecko
Morse David Michael
Mossolov Vladimir
Mott Alexander
Mousa Jehad
Mozer Matthias Ulrich
Mrenna Stephen
Mucia Nicholas
Mueller Charles
Mueller Ryan
Mukherjee Swagata
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Mulhearn Michael
Mulholland Troy
Mullin Sam Daniel
Mundim Luiz
Murray Michael
Murumaa Marion
Murzin Victor
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My Salvatore
Müller Thomas
Müller Thomas
Nachtman Jane
Nahn Steve
Naimuddin Md
Nandan Saswati
Narain Meenakshi
Narayanan Siddharth
Naseri Mohsen
Nash David
Nash Jordan
Nash Kevin
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Navarro De Martino Eduardo
Nawrocki Krzysztof
Nayak Aruna
Nehrkorn Alexander
Nemallapudi Mythra Varun
Nessi-Tedaldi Francesca
Netrakanti Pawan Kumar
Neu Christopher
Neugebauer Hannes
Neumeister Norbert
Newbold Dave M
Newman Harvey B
Newman-Holmes Catherine
Ngadiuba Jennifer
Nguyen Matthew
Ni Hong
Nicolaou Charalambos
Nicolas Kaufman Gala
Niedziela Marek
Nikitenko Alexander
Nishu Nishu
Niu Xinmei
Nogima Helio
Noonan Daniel
Northup Michael
Nourbakhsh Shervin
Novaes Sergio F
Nowack Andreas
Nowatschin Dominik
Ntomari Eleni
Nugent Ian Michael
Nuttens Claude
Nuzzo Salvatore
O'Brien Christine
O'Dell Vivian
Obertino Maria Margherita
Obraztsov Stepan
Ochando Christophe
Odell Nathaniel
Oglakci Mehmet
Ogul Hasan
Oh Sung Bin
Oh Young Do
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Olaiya Emmanuel
Olbrechts Annik
Oliveros Sandra
Olivito Dominick
Olmedo Negrete Manuel
Olschewski Mark
Olsen James
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Onel Yasar
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Oreshkin Vadim
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Orimoto Toyoko
Oropeza Barrera Cristina
Orsini Luciano
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Osherson Marc
Ostapchuk Andrey
Ovcharova Ana
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Ozok Ferhat
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Padula Sandra
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Pape Luc
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Parashar Neeti
Parida Bibhuti
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Parker Ashley
Pashenkov Anatoli
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Pastrone Nadia
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Patel Rishi
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Paulini Manfred
Paus Christoph
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Pazzini Jacopo
Pedraza Isabel
Pedro Kevin
Peiffer Thomas
Pekkanen Juska
Pela Joao
Pellett Dave
Pelliccioni Mario
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Perry Thomas
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Petyt David
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Pigard Philipp
Pigazzini Simone
Pilot Justin
Pinna Angioni Gian Luca
Pinna Deborah
Piotrzkowski Krzysztof
Piperov Stefan
Piroué Pierre
Pistone Claudia
Pitzl Daniel
Placakyte Ringaile
Plagge Michael
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Poehlsen Jennifer
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Radziej Markus
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Rahatlou Shahram
Rahbaran Babak
Raics Peter
Raidal Martti
Rakness Gregory
Rander John
Randle-conde Aidan
Rane Aditee
Ranieri Antonio
Ranjan Kirti
Rank Douglas
Rankin Dylan
Rappoccio Salvatore
Raspereza Alexei
Rathjens Denis
Ratti Sergio P
Rauco Giorgia
Raupach Frank
Ravera Fabio
Raymond David Mark
Razis Panos A
Re Valerio
Rebassoo Finn
Rebello Teles Patricia
Redjimi Radia
Redondo Ignacio
Regnard Simon
Reid Ivan
Reinsvold Allison
Reis Thomas
Reithler Hans
Rekovic Vladimir
Rezaei Hosseinabadi Ferdos
Ribeiro Cipriano Pedro M
Riccardi Cristina
Ricci-Tam Francesca
Richards Alexander
Richardson Clint
Richman Jeffrey
Rieger Marcel
Riley Grant
Rinkevicius Aurelijus
Ristori Luciano
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Robmann Peter
Robutti Enrico
Rodozov Mircho
Rodrigo Teresa
Rodrigues Antunes Joao
Rodriguez Jorge Luis
Roh Youn
Rohe Tilman
Rohlf James
Rohringer Herbert
Roland Benoit
Roland Christof
Roland Gunther
Rolandi Gigi
Romanowska-Rybinska Katarzyna
Romeo Francesco
Romero Abad David
Romero Alessandra
Romero Luciano
Ronchese Paolo
Roozbahani Bahareh
Rorie Jamal
Roscher Frank
Rose Andrew
Rose Anthony
Rose Keith
Roskes Jeffrey
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Rovelli Tiziano
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Roy Chowdhury Suvankar
Roy Ashim
Roy Debarati
Roy Titas
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Ruchti Randy
Ruckstuhl Nicole
Ruggles Tyler
Ruiz Alvarez José David
Ruiz Vargas José Cupertino
Ruiz-Jimeno Alberto
Rumerio Paolo
Rusack Roger
Rusakov Sergey V
Ruspa Marta
Russ James
Ryd Anders
Rykaczewski Hans
Ryu Geonmo
Ryu Min Sang
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Röcker Steffen
Sabes David
Sacchi Roberto
Saddique Asif
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Sagir Sinan
Saha Anirban
Sahin Mehmet Özgür
Sahoo Deepak Kumar
Sahoo Niladribihari
Saini Lovedeep Kaur
Saka Halil
Sakulin Hannes
Sakuma Tai
Salazar Ibarguen Humberto Antonio
Salerno Daniel
Salerno Roberto
Salfeld-Nebgen Jakob
Saltzberg David
Salur Sevil
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Salvini Paola
Sanabria Juan Carlos
Sanchez Cruz Sergio
Sander Christian
Sanders Stephen
Sandoval Gonzalez Irving Daniel
Sani Matteo
Santanastasio Francesco
Santocchia Attilio
Santoro Alberto
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Savin Alexander
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Schmidt Alexander
Schmitt Michael Henry
Schnetzer Steve
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Schulz Johannes
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Schwick Christoph
Schäfer Christoph
Schöfbeck Robert
Schönenberger Myriam
Sciacca Crisostomo
Scodellaro Luca
Sculac Toni
Seez Christopher
Seidel Markus
Seif El Nasr-storey Sarah
Seitz Claudia
Seixas Joao
Sekmen Sezen
Selvaggi Giovanna
Selvaggi Michele
Sen Sercan
Senghi Soares Mara
Seo Seon-hee
Seva Tomislav
Sexton-Kennedy Elizabeth
Sguazzoni Giacomo
Shah Mehar Ali
Shaheen Sarmad Masood
Shalhout Shalhout
Sharan Manoj
Sharma Archana
Sharma Archana
Sharma Ramkrishna
Sharma Seema
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Sharma Vivek
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Shepherd-Themistocleous Claire
Shi Xin
Shin Young Ho
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Shoaib Muhammad
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Shukla Prashant
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Shvetsov Ivan
Si Weinan
Siado Joaquin Emilo
Sieber Georg
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Silvestris Lucia
Simonetto Franco
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Singh Gurpreet
Singh Jasbir
Sinthuprasith Tutanon
Sirois Yves
Siroli Gian Piero
Sirunyan Albert M
Skatchkov Nikolai
Skhirtladze Nikoloz
Skinnari Louise
Skovpen Kirill
Skovpen Yuri
Skuja Andris
Smirnov Vitaly
Smith Dominic
Smith Geoffrey
Smith John
Smith Nicholas
Smith Vincent J
Smith Wesley H
Snigirev Alexander
Snow Gregory R
Snyder Christina
Sobol Andrei
Soffi Livia
Soha Aron
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Solano Ada
Somalwar Sunil
Son Dong-Chul
Sonnenschein Lars
Sordini Viola
Sorokin Pavel
Spagnolo Paolo
Spalding William J
Spanier Stefan
Spannagel Simon
Spencer Eric
Sperka David
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Spiridonov Alexander
Spiropulu Maria
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Steggemann Jan
Steinbrück Georg
Stenson Kevin
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Stickland David
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Stolp Dustin
Stone Robert
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Stoynev Stoyan
Strauss Josef
Strebler Thomas
Stringer Robert
Strobbe Nadja
Stuart David
Stupak John
Sturdy Jared
Stöver Marc
Suarez Gonzalez Juan
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Sulimov Valentin
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Sun Jian
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Sun Xin
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Sung Kevin
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Suwonjandee Narumon
Suárez Andrés Ignacio
Svyatkovskiy Alexey
Swain Sanjay Kumar
Swartz Morris
Syarif Rizki
Symonds Philip
Szillasi Zoltan
Szleper Michal
Sznajder Andre
Sánchez Hernández Alberto
Tabarelli de Fatis Tommaso
Tadel Matevz
Takahashi Yuta
Takasugi Eric
Tali Bayram
Talvitie Joonas
Tambe Norbert
Tan Ping
Tan Shao Min
Tao Junquan
Tao Zhengcheng
Tapia Takaki Daniel
Tapper Alexander
Taroni Silvia
Tatar Kaya
Tatarinov Aysen
Tavernier Stefaan
Tavolaro Vittorio Raoul
Taylor Devin
Taylor Lucas
Teixeira De Lima Rafael
Tenchini Roberto
Teodorescu Liliana
Terkulov Adel
Teyssier Daniel
Thakur Shalini
Thapa Krishna
Thea Alessandro
Theofilatos Konstantinos
Tholen Heiner
Thom Julia
Thomas Laurent
Thomas Scott
Thomassen Peter
Thyssen Filip
Thüer Sebastian
Tikhonenko Elena
Tiko Andres
Tiras Emrah
Titov Maksym
Tkaczyk Slawek
Tlisov Danila
Toda Sachiko
Toldaiev Oleksii
Tomalin Ian R
Tomei Thiago
Toms Maria
Tonelli Manganote Edmilson José
Tonelli Guido
Tonjes Marguerite
Tonwar Suresh C
Topakli Huseyin
Topkar Anita
Topsis-Giotis Iasonas
Torassa Ezio
Toriashvili Tengizi
Toropin Alexander
Tosi Mia
Tosi Nicolò
Tosi Silvano
Traczyk Piotr
Tran Nhan Viet
Treberer-Treberspurg Wolfgang
Treille Daniel
Trevisani Nicolò
Tricomi Alessia
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Tripathi Mani
Trocino Daniele
Trocsanyi Zoltan Laszlo
Troendle Daniel
Troshin Sergey
Trovato Marco
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Tsirou Andromachi
Tu Zhoudunming
Tucker Jordan
Tully Christopher
Tumasyan Armen
Tuo Shengquan
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Turkewitz Jared
Turner Mark
Turner Paul
Tuuva Tuure
Tuve Cristina
Tytgat Michael
Tyurin Nikolay
Tzeng Yeng-Ming
Tziaferi Eirini
Uchida Kirika
Ujvari Balazs
Ulmer Keith
Ulrich Ralf
Undleeb Sonaina
Uplegger Lorenzo
Uribe Estrada Cecilia
Usai Emanuele
Uzunian Andrey
Vaandering Eric Wayne
Vadruccio Daniele
Vai Ilaria
Vaitkus Juozas
Valuev Vyacheslav
Van De Klundert Merijn
Van Doninck Walter
Van Driessche Ward
Van Haevermaet Hans
Van Hove Pierre
Van Mechelen Pierre
Van Mulders Petra
Van Onsem Gerrit Patrick
Van Parijs Isis
Van Remortel Nick
Van Spilbeeck Alex
Vander Donckt Muriel
Vander Velde Catherine
Vanelderen Lukas
Vanhoefer Annika
Vanlaer Pascal
Varela Joao
Varelas Nikos
Varma Mukund
Vartak Adish
Vazquez Acosta Monica
Vazquez Valencia Fabiola
Veckalns Viesturs
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Velasco Mayda
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Ventura Sandro
Venturi Andrea
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Verwilligen Piet
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Vesztergombi Gyorgy
Veverka Jan
Vidal Marono Miguel
Vidal Richard
Vila Ivan
Vilar Cortabitarte Rocio
Vilela Pereira Antonio
Viliani Lorenzo
Virdee Tejinder
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Vischia Pietro
Vitulo Paolo
Vizan Garcia Jesus Manuel
Vlasov Evgueni
Vlimant Jean-Roch
Vogel Helmut
Volkov Alexey
Volobouev Igor
Vormwald Benedikt
Vorobiev Igor
Vorobyev Alexey
Voutilainen Mikko
Voytishin Nikolay
Vutova Mariana
Wagner Stephen Robert
Wagner-Kuhr Jeannine
Walczak Marek
Walia Genius
Walker Matthew
Wallny Rainer
Walsh Roberval
Waltenberger Wolfgang
Wan Abdullah Wan Ahmad Tajuddin
Wang Chunjie
Wang Dayong
Wang Fuqiang
Wang Hui
Wang Jian
Wang Jing
Wang Michael
Wang Quan
Wang Ren-Jie
Wang Sean-Jiun
Wang Ta-Wei
Wang Yanchu
Wang Zheng
Wang Zhixing
Waqas Muhammad
Wardle Nicholas
Wasserbaech Steven
Wayand Stefan
Wayne Mitchell
Weber Hannsjoerg Artur
Weber Hendrik
Weber Marc
Weber Matthias
Wei Hua
Weiler Thomas
Weinberg Marc
Welke Charles
Wendland Lauri
Wertz Sébastien
West Christopher
Wetzel James
Whitbeck Andrew
Wickramage Nadeesha
Wilbur Scott
Williams Thomas
Williamson Shawn
Wimpenny Stephen
Winer Brian L
Winn Dave
Wissing Christoph
Wittich Peter
Wolf Matthias
Wolf Roger
Wolfe Evan
Wood Darien
Wood John
Woodard Anna
Woods Nathaniel
Wright Douglas
Wright Jack
Wu Zhenbin
Wulsin Howard Wells
Wulz Claudia-Elisabeth
Wyslouch Bolek
Wöhri Hermine Katharina
Wöhrmann Clemens
Würthwein Frank
Xia Fan
Xiao Meng
Xie Si
Xie Wei
Xin Yongjie
Xu Lingshan
Xu Qiao
Xu Zijun
Yagil Avraham
Yalvac Metin
Yang Mingming
Yang Unki
Yang Yong
Yang Yu Chul
Yates Brent
Yazgan Efe
Yelton John
Yetkin Elif Asli
Yetkin Taylan
Yi Kai
Yilmaz Yetkin
Yohay Rachel
Yonamine Ryo
Yoo Hwi Dong
Yoo Jaehyeok
You Can
Yu Geum Bong
Yu Intae
Yu Shin-Shan
Yumiceva Francisco
Yusli Mohd Nizam
Zabel James
Zabi Alexandre
Zaganidis Nicolas
Zagoździńska Agnieszka
Zakaria Mohammed
Zalewski Piotr
Zanetti Anna
Zanetti Marco
Zarubin Anatoli
Zeinali Maryam
Zenoni Florian
Zenz Seth Conrad
Zeuner Wolfram Dietrich
Zevi Della Porta Giovanni
Zeyrek Mehmet
Zghiche Amina
Zhang Fengwangdong
Zhang Huaqiao
Zhang Jingyu
Zhao Jingzhou
Zhokin Alexander
Zhu Ren-Yuan
Zhukov Valery
Zhukova Victoria
Zientek Margaret
Zolkapli Zukhaimira
Zorbakir Ibrahim Soner
Zorbilmez Caglar
Zotto Pierluigi
Zou David
Zsigmond Anna Julia
Zucchetta Alberto
Zumerle Gianni
Zuranski Andrzej
Publication venue: Sunan Kalijaga State Islamic University
Publication date: 01/01/2012
Field of study

Risk portfolio on modern finance has become increasingly technical, requiring the use of sophisticated mathematical tools in both research and practice. Since companies cannot insure themselves completely against risk, as human incompetence in predicting the future precisely that written in Al-Quran surah Luqman verse 34, they have to manage it to yield an optimal portfolio. The objective here is to minimize the variance among all portfolios, or alternatively, to maximize expected return among all portfolios that has at least a certain expected return. Furthermore, this study focuses on optimizing risk portfolio so called Markowitz MVO (Mean-Variance Optimization). Some theoretical frameworks for analysis are arithmetic mean, geometric mean, variance, covariance, linear programming, and quadratic programming. Moreover, finding a minimum variance portfolio produces a convex quadratic programming, that is minimizing the objective function ðð¥with constraintsð ð ð¥ ¥ ðandð´ð¥ = ð. The outcome of this research is the solution of optimal risk portofolio in some investments that could be finished smoothly using MATLAB R2007b software together with its graphic analysis

Neliti

Joint Institute for Nuclear Research (JINR)