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Moment-Based Methods for Parameter Inference and Experiment Design for Stochastic Biochemical Reaction Networks

Continuous-time Markov chains are commonly used in practice for modeling biochemical reaction networks in which the inherent randomness of the molecular interactions cannot be ignored. This has motivated recent research effort into methods for parameter inference and experiment design for such models. The major difficulty is that such methods usually require one to iteratively solve the chemical master equation that governs the time evolution of the probability distribution of the system. This, however, is rarely possible, and even approximation techniques remain limited to relatively small and simple systems. An alternative explored in this article is to base methods on only some low-order moments of the entire probability distribution. We summarize the theory behind such moment-based... (more)

Computing Cumulative Rewards Using Fast Adaptive Uniformization

The computation of transient probabilities for continuous-time Markov chains often employs uniformization, also known as the Jensen method. The fast adaptive uniformization method introduced by Mateescu et al. approximates the probability by neglecting insignificant states and has proven to be effective for quantitative analysis of stochastic models arising in chemical and biological applications. However, this method has only been formulated for the analysis of properties at a given point of time t. In this article, we extend fast adaptive uniformization to handle expected reward properties that reason about the model behavior until time t, for example, the expected number of chemical reactions that have occurred until t. To show the feasibility of the approach, we... (more)

Simulating Organogenesis

Recent advances in imaging technology now provide us with 3D images of developing organs. These can be used to extract 3D geometries for simulations of organ development. To solve models on growing domains, the displacement fields between consecutive image frames need to be determined. Here we develop and evaluate different landmark-free algorithms for the determination of such displacement fields from image data. In particular, we examine minimal distance, normal distance, diffusion-based, and uniform mapping algorithms and test these algorithms with both synthetic and real data in 2D and 3D. We conclude that in most cases, the normal distance algorithm is the method of choice and wherever it fails, diffusion-based mapping provides a good alternative.

... (more)

Constrained Community-Based Gene Regulatory Network Inference

The problem of gene regulatory network inference is a major concern of systems biology. In recent years, a novel methodology has gained momentum, called community network approach. Community networks integrate predictions from individual methods in a “metapredictor,” in order to compose the advantages of different methods and soften individual limitations. This article proposes a novel methodology to integrate prediction ensembles using constraint programming, a declarative modeling and problem solving paradigm. Constraint programming naturally allows the modeling of dependencies among components of the problem as constraints, facilitating the integration and use of different forms of knowledge. The new paradigm, referred to as constrained community... (more)

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About TOMACS

The ACM Transactions on Modeling and Computer Simulation (TOMACS) provides a single archival source for the publication of high-quality research and developmental results referring to all phases of the modeling and simulation life cycle. The subjects of emphasis are discrete event simulation, combined discrete and continuous simulation, as well as Monte Carlo methods.

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Forthcoming Articles

Model Continuity in Discrete Event Simulation

The Power of Alternative Kolmogorov-Smirnov Tests Based on Transformations of the Data

FNM: An Enhanced Null-Message Algorithm for Parallel Simulation of Multicore Systems

AIR: Application-level Interference Resilience for PDES on Multi-core Systems

Moving Least Squares Regression for High-Dimensional Stochastic Simulation Metamodeling

Calibration, Validation, and Prediction in Random Simulation Models

Resampled Regenerative Estimators

Regenerative Simulation for Queueing Networks with Exponential or Heavier Tail Arrival Distributions

TADSim: Discrete Event-based Performance Prediction for Temperature Accelerated Dynamics

Symbiotic Network Simulation and Emulation

Adaptive Resource Provisioning Mechanism in VEEs for Improving Performance of HLA-based Simulations

On Transience and Recurrence in Irreducible Finite-State Stochastic Systems

Statistical Debugging For Simulations

Predictions from simulations have entered the mainstream of public policy and decision-making practices. Unfortunately, methods for gaining insight into faulty simulations outputs have not kept pace. Ideally, an insight gathering method would automatically identify the cause of a faulty output and explain to the simulation developer how to correct it. In the field of software engineering this challenge has been addressed for general purpose software through statistical debuggers. We present two research contributions, elastic predicates and many-valued labeling functions, that enable debuggers designed for general purpose software to become more effective for simulations employing random variates and continuous numbers. Elastic predicates address deficiencies of existing debuggers related to continuous numbers, while many-valued labeling functions support the use of random variates. When used in combinations these contributions allow a simulation developer tasked with localizing the program statement causing the faulty simulation output to examine 40% fewer statements than the leading alternatives. Our evaluation shows that elastic predicates and many-valued labeling functions maintain their ability to reduce the number of program statements that need to be examined under the imperfect conditions developers experience in practice.

QRF: an Optimization-Based Framework for Evaluating Complex Stochastic Networks

Overlapping Batches for the Assessment of Solution Quality in Stochastic Programs

Model Reconstruction for Moment-based Stochastic Chemical Kinetics

Computing Bayesian Means Using Simulation

Bibliometrics

Publication Years 1991-2015
Publication Count 447
Citation Count 3748
Available for Download 447
Downloads (6 weeks) 2060
Downloads (12 Months) 15130
Downloads (cumulative) 239614
Average downloads per article 536
Average citations per article 8

First Name Last Name Paper Counts
Peter Glynn 12
Pierre L'Écuyer 10
Barry Nelson 10
Paul Fishwick 9
Makoto Matsumoto 7
Philip Heidelberger 7
Shane Henderson 7
Shalabh Bhatnagar 6
Sandeep Juneja 6
Richard Fujimoto 6
Wolfgang Hörmann 6
Marvin Nakayama 6
David Goldsman 6
Sigrún Andradóttir 6
David Nicol 6
Lee Schruben 5
Harald Niederreiter 5
Perwez Shahabuddin 5
Yibing Lin 5
Wentong Cai 5
Kalyan Perumalla 5
Victor Nicola 4
Enver YüCesan 4
Shu Tezuka 4
James Calvin 4
Felisa Vázquez-Abad 4
Raghu Pasupathy 4
Josef Leydold 4
Michael Devetsikiotis 4
Christos Alexopoulos 4
Ernest Page 4
Stephen Turner 4
Gerhard Derflinger 4
Jose Blanchet 4
Rajive Bagrodia 4
Georgios Theodoropoulos 3
George Kesidis 3
Paul Reynolds, 3
Stefan Wegenkittl 3
Yoshiharu Kurita 3
Suiping Zhou 3
Art Owen 3
Bruno Tuffin 3
Boris Lubachevsky 3
Luc Devroye 3
Raymond Couture 3
Seonghee Kim 3
Chunhung Chen 3
Kevin Leder 3
Susan Sanchez 3
James Wilson 3
Michael Fu 3
Junlan Zhou 3
Stephen Chick 3
Soumyadip Ghosh 3
Jürgen Eichenauer-Herrmann 3
Michel Mandjes 3
Russell Cheng 3
Zhengrong Ji 2
Maria Hybinette 2
Lihyuan Deng 2
Jean Walrand 2
Vivek Mishra 2
David Wood 2
Warren Powell 2
Lachlan Andrew 2
Dan Chen 2
Busung Lee 2
Malcolmyoke Low 2
Peter Hellekalek 2
Edward Lazowska 2
Sigrún Andradóttir 2
Marwan Krunz 2
Ness Shroff 2
James Nutaro 2
Samir Das 2
Robert Klein 2
Bernd Heidergott 2
Sheldon Jacobson 2
Mineo Takai 2
Alan Weiss 2
Loohay Lee 2
Karl Entacher 2
George Riley 2
Dashi Singham 2
Roman Chertov 2
Bruno Preiss 2
Stephen Roberts 2
Bernard Zeigler 2
Robert Sargent 2
Fernando Barros 2
Paul Glasserman 2
Ward Whitt 2
Weibo Gong 2
Teunis Ott 2
Sonia Fahmy 2
Szuhui Ng 2
Liu Hong 2
Keith Ross 2
Changcheng Huang 2
Violet Syrotiuk 2
Robert Dittus 2
Albert Greenberg 2
Francesco Quaglia 2
Gersende Fort 2
Bruce Ankenman 2
Reid Ness 2
Richard Nance 2
Paul Barton 2
Bruce Schmeiser 2
Joel Esposito 2
Vijay Kumar 2
Adelinde Uhrmacher 2
Takuji Nishimura 2
Ioannis Lambadaris 2
Osman Balci 2
Vijay Madisetti 2
Babak Falsafi 2
Michel Broniatowski 2
Sudhir Srinivasan 2
Henrik Hult 2
Murat Kulahci 2
Jose Padilla 1
Helcio Vieira 1
Mischel Belderrain 1
Vivek Gupta 1
Jingchen Liu 1
Séamus McLoone 1
Declan Delaney 1
Iain Phillips 1
José HernáNdez 1
Hyo Ashihara 1
Christopher Healey 1
John Granieri 1
Carey Williamson 1
Pasi Lassila 1
Dirk Kroese 1
Jerry Vos 1
Jeremy Staum 1
Michael Jonas 1
Tridib Mukherjee 1
Mark Broadie 1
Haiyan Luo 1
Yang Song 1
Ahmed Helmy 1
Debasis Mitra 1
Xiaobai Sun 1
Jeffrey Chase 1
Natalie Steiger 1
Jeffrey Joines 1
Chihchieh Hsu 1
James Stascavage 1
JEFF Hong 1
Ray Paul 1
TagGon Kim 1
Kihong Park 1
Colin Atkinson 1
Miguel Canales 1
Rony Flatscher 1
Seksan Kiatsupaibul 1
Stuart Sechrest 1
Edouard Bugnion 1
Daniel Mc Clary 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Rita Brandao 1
Acácio Nova 1
Boaz Carmeli 1
Avraham Shtub 1
Lalit Garg 1
Swaminathan Sureshchandran 1
Anand Natrajan 1
Svend Frølund 1
Shihhsiang Lo 1
I Chung 1
Liming Feng 1
Stephen Turner 1
Eunji Lim 1
Thomas Lucas 1
Haidong Xue 1
Samsun Lampotang 1
Ira Fischler 1
Donato D’Ambrosio 1
Zsolt Haraszti 1
Victor Yau 1
Christian Schäfer 1
Shawn Simpson 1
Dominic Lee 1
Sudhakar Yalamanchili 1
Vineet Goyal 1
Koichiro Inoue 1
Robert Foley 1
Benjamin Hamilton 1
Mário Freire 1
V Bos 1
Benjamin Stopford 1
Hongquan Xu 1
André Seznec 1
Donald Iglehart 1
Wayne Holland 1
Carmen Bobeanu 1
John Heidemann 1
Vittorio Cortellessa 1
Pablo Sánchez 1
Ravi Sharma 1
Jianlong Zhang 1
Dirk Grunwald 1
Taesik Lee 1
Ting Li 1
Héctor Cancela 1
Nikolas Kantas 1
Debarghya Ghoshdastidar 1
Jiaqiao Hu 1
Qi Fan 1
Aaron McCoy 1
Tomás Ward 1
Jonathan Crabtree 1
JyaJang Tsai 1
Juta Pichitlamken 1
Donghua Xu 1
Michael North 1
Duncan Murdoch 1
Robert O'Keefe 1
Amin Vahdat 1
Christiane Lemieux 1
Martin Stytz 1
Krishnan Kumaran 1
Michael Lees 1
Marissa Borrego 1
Stanislav Volkov 1
Gary Tan 1
J Yu 1
Holger Grothe 1
Søren Asmussen 1
Thomas Wenisch 1
John Duva 1
ShingHoi Lee 1
Georg Pflug 1
Manuel Fernández-Veiga 1
Cándido López-García 1
Kurt Rohloff 1
Eliot Rich 1
Nirav Kapadia 1
Taeshin Park 1
ChaKun Lee 1
Hyungwook Park 1
Zhanpeng Jin 1
Allen Cheng 1
N Hemachandra 1
Zelda Zabinsky 1
Scott Devine 1
Anujan Varma 1
Robert Ronngren 1
Hannes Leeb 1
Donald Gross 1
Konstantinos Stamos 1
Sumit Kunnumkal 1
Paul Bratley 1
Michael Pidd 1
Fuad Basis 1
ShingGang Kou 1
WuLin Chen 1
Chris Tofts 1
Chenxin Li 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Halim Damerdji 1
Wai Kin 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Kangsun Lee 1
Wenyang Hsia 1
Amandine Schreck 1
Patrick Ryan 1
Sylvia FrüHwirth-Schnatter 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Karl Sigman 1
François De Rainville 1
Xi Chen 1
Mary Bailey 1
Yorai Wardi 1
Vishal Misra 1
D Van Beek 1
Mehmet Adak 1
Halit O&gcaron;uztuzun 1
Mikael Adlers 1
Boonping Gan 1
Roman Rozin 1
Pétros Ioannou 1
Jurgen Doornik 1
Maysoon Abulkhair 1
Anja Feldmann 1
Christopher Healey 1
Vinod Tipparaju 1
Xi Chen 1
WaiTeng Tang 1
Ian Thng 1
Mary Wagner 1
John Cleary 1
Emin Sirer 1
Xizhou Feng 1
Huw Davies 1
Levent Yilmaz 1
Jérôme Talim 1
HaiFeng Guo 1
Yuguang Fang 1
Sheila Banks 1
Adi Raveh 1
José Gallardo 1
Anoop Gupta 1
David Hardaker 1
Linbo Luo 1
Pieter De Boer 1
Ken Funk 1
Ronald Nolte 1
Kimmo Raatikainen 1
Chengjye Luh 1
Gilberto Mayor 1
David Andersen 1
John Biegel 1
Mingjian Yuan 1
Weelit Koh 1
Anurag Kumar 1
George Pallis 1
Yannis Manolopoulos 1
Reiichiro Kawai 1
Ali Tafazzoli 1
Jie Liu 1
Yariv Marmor 1
Ken Fullerton 1
Sally McClean 1
Sylvain Housseman 1
Nabil Absi 1
Michael Garnsey 1
Guy Schiavone 1
Dennis Schaeffer 1
Vernon Rego 1
Roland Ibbett 1
Kayhan İmre 1
Rayadurgam Srikant 1
Zisheng Chen 1
Samuel Ehrlichman 1
Matthew Carlyle 1
Benjamin Lok 1
Belgacem Bouzaïene-Ayari 1
Rami Puzis 1
Xiadong Fu 1
J Townsend 1
Reuven Rubinstein 1
Ad Ridder 1
Ricki Ingalls 1
Douglas Morrice 1
Anthony LaMarca 1
Ivan Zorych 1
Jennifer Harlow 1
Ziyu Wang 1
Alexander Tuzhilin 1
Olivier Teytaud 1
Christian Leger 1
Darren Ong 1
Pedro Inácio 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Chengshang Chang 1
Don Towsley 1
Francesco Presti 1
Glenn Carl 1
Kunchan Lan 1
Pete Sanderson 1
Anastassios Chassiakos 1
George Fishman 1
Etienne Kerre 1
Jurgen Martens 1
Henri Casanova 1
Arnaud Legrand 1
Ross Gore 1
Gongjun Xu 1
Norman Matloff 1
Ai Kuramoto 1
Daniel Heyman 1
Turgay Korkmaz 1
Zhonge Xiao 1
Tito Homem-de-Mello 1
James Swisher 1
Brian Merrell 1
Glen Takahara 1
Jiangzhuo Chen 1
Suruchi Deodhar 1
Yifei Ma 1
Benjamin Feng 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
Yanick Champoux 1
Paul Dupuis 1
Luis Orozco-Barbosa 1
K Chandy 1
Leonard Kleinrock 1
Lijun Wang 1
Roger Cooke 1
Wentoh Liao 1
John Reed 1
Taoying Farenhorst-Yuan 1
Thomas Stewart 1
Isi Mitrani 1
Hans Vangheluwe 1
Robert Smith 1
Trevor Mudge 1
David Nagle 1
Mendel Rosenblum 1
Brian Mark 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Margaret Loper 1
Jim Williams 1
Minghsing Chiu 1
Colm O'Cinneide 1
Fred Howell 1
Turgay Celik 1
Cristian Borcea 1
Evan Saltzman 1
Matthias Falkner 1
Ernst Stadlober 1
Victor Chan 1
John Quarles 1
Jon Parker 1
William Spataro 1
Jim Chen 1
Andrew Whinston 1
Vikas Jha 1
Marc Suchard 1
Raazesh Sainudiin 1
Rudolf Frühwirth 1
Hatem Sellami 1
Manuela Pereira 1
Guanhua Yan 1
Sandeep Neema 1
Ronald Wolff 1
Qianli Su 1
Andrew Klapper 1
Mark Goresky 1
Eugene Kerckhoffs 1
George Michailidis 1
Matthew Chidester 1
Siegfried Treu 1
Ivo Adan 1
Ferdi Put 1
Nilay Argon 1
Aleksandar Milenković 1
Milena Milenković 1
Hui Wang 1
Nugroho Pujowidianto 1
Bruno Tuffin 1
Ajay Jasra 1
Elena Ehrlich 1
Huashuai Qu 1
Enlu Zhou 1
Susan Lewis 1
Roland Ewald 1
Jane Douglas 1
Raymond Myers 1
Jie Wang 1
Kevin Walsh 1
Gary Warren 1
Sandeep Gupta 1
Ayan Banerjee 1
Joshua Ferguson 1
Assaf Zeevi 1
Ruth Davies 1
Bradley Mitchell 1
Francois Blouin 1
Fabrizio Granelli 1
Daniel McClary 1
Brian Logan 1
Hui Wang 1
Wei Jin 1
Dimitrios Makrakis 1
Emily Lada 1
Larry Soule 1
David Nicol 1
José Villén-Altamirano 1
Jeff Rothenberg 1
Stephen Eick 1
Fred Hickernell 1
Abdollah Afjeh 1
Gregory Follen 1
Philippe Barbe 1
Christopher Carothers 1
Harry Perros 1
Sridhar Ramesh 1
Youngmi Jin 1
Milan Vojnović; 1
José Fortes 1
Gajanana Nadoli 1
Wayne Loucks 1
Peter Epstein 1
Zengxiang Li 1
Alvin Lebeck 1
Takayuki Osogami 1
Thomas Lucas 1
Sergey Zeltyn 1
Avishai Mandelbaum 1
Graham Birtwistle 1
Thomas Page 1
Philip Fleming 1
Lawrence Williams 1
Bedi̇r Tekinerdogan 1
Cherung Lee 1
Xiong Lin 1
Feng Gu 1
Helen Karatza 1
Seungho Lee 1
Youngjun Son 1
Sudip Seal 1
Joshua Epstein 1
Meytal Tubi 1
Éric Moulines 1
Firas Hamze 1
Constantinos Psomas 1
Ram Rajagopal 1
Katia Obraczka 1
Jens Svensson 1
Denis Choquet 1
James Sinclair 1
Andrea Bonarini 1
George O'Brien 1
Benjamin Melamed 1
Yannis Smaragdakis 1
Ákos Lédeczi 1
James Davis 1
Chiali Wang 1
Ioannis Pachoulakis 1
Taewoo Kim 1
Ashvin Radiya 1
Cigdem Sengul 1
Mustafa Al-Bado 1
Gerardo Rubino 1
Elvis Liu 1
Alfred Park 1
Guangwu Liu 1
Martin Nielsen 1
Seonghee Kim 1
Saikou Diallo 1
Karl Kienitz 1
Timothy Davis 1
Isaku Wada 1
Ernest Houck 1
James Enns 1
Kellogg Booth 1
Joseph Kearney 1
Yiannis Papelis 1
James Cremer 1
Jorma Virtamo 1
Georgios Varsamopoulos 1
Rose Gilbert 1
Dzung Phan 1
Soumyadip Ghosh 1
Song Ci 1
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Marco Roccetti 1
Marco Bernardo 1
Na Li 1
Anna Lawniczak 1
Come Raczy 1
Robert Felderman 1
Hermann Thorisson 1
Manuel Villén-Altamirano 1
Yuhjeng Lee 1
David Miller 1
Phillip Dickens 1
Kevin Healy 1
Bahar Biller 1
Su Deng 1
Segev Wasserkrug 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Ihab Hamadeh 1
Tamer Bacsar 1
WeiWin Liou 1
Weining Yang 1
Jörg Sack 1
Takeshi Tokuyama 1
Alan Krantz 1
Ke Pan 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Rassul Ayani 1
TongqiangTony Wu 1
Alan Whisman 1
Terry Young 1
Sara Tzafrir 1
Yossi Mesika 1
Dominique Feillet 1
Mostafa Bassiouni 1
John Tufarolo 1
Burton Simon 1
Felipe Knop 1
Pankaj Garg 1
Axel Hein 1
Honggang Wang 1
Yenlin Chia 1
Hans Künsch 1
James Yan 1
Louis Birta 1
Rolf Waeber 1
Peter Buchholz 1
Stylianos Zikos 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
K Erickson 1
Sumeetpal Singh 1
Nick Whiteley 1
Vladimir Protopopescu 1
Vladislav Petkov 1
Lancelot James 1
Victor Tay 1
Fang Chu 1
Yujing Wu 1
Yong Liu 1
Yu Gu 1
Paul Wilson 1
Steve Counsell 1
Okan Topçu 1
Yingchao Hung 1
Pontus Matstoms 1
Alan George 1
A Dieker 1
Lucas Schnorr 1
Jason Liu 1
Marvin Nakayama 1
Paul Sanchez 1
Rick Goh 1
Norman Badler 1
Brian Unger 1
Steven Marcus 1
Alfred Park 1
Nicholson Collier 1
Zahra Abbasi 1
Madhav Marathe 1
Deniz Cicek 1
Xenofontas Dimitropoulos 1
Dmitri Krioukov 1
Henri Faure 1
Dalei Wu 1
Ravi Mazumdar 1
PeiChi Wu 1
David Talby 1
Dror Feitelson 1
Bruce Cota 1
James Hoe 1
Valerie Demers 1
Jie Xu 1
Brad Johnson 1
Pierre Bremaud 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
Donghai He 1
George Rouskas 1
Tsunyi Tuan 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Thomas Kühne 1
Mark Lundstrom 1
David Messerschmitt 1
Sanguthevar Rajasekaran 1
Pieter Mosterman 1
Stephen Herrod 1
Rajeev Shorey 1
Antonis Sidiropoulos 1
Yi Ding 1
Pirooz Vakili 1
Murat Gunal 1
Claudia Antonini 1
Georgina Mellor 1
Pnina Vortman 1
Bradford Canova 1
Mario Cin 1
Yang Hong 1
Josiane Nzouonta 1
Fatma Ozmizrak 1
Jun Yin 1
John Drew 1
Steffen Strassburger 1
Navonil Mustafee 1
Andrea Santoro 1
Jean Berger 1
Abraham George 1
Rocco Rongo 1
J Wegman 1
David Everitt 1
Richard Ladner 1
Mingtang Lin 1
Tainchi Lu 1
Nicolas Chopin 1
Virgile Caron 1
David Madigan 1
Agnes Fussl 1
Weicherng Liao 1
Ora Percus 1
Paula Whitlock 1
Denis Laurendeau 1
R Randhawa 1
Jacobus Rooda 1
Kai Strunz 1
Simon Rosenfeld 1
Minghua Hsieh 1
Johan Olstam 1
Jan Lundgren 1
Jingxiang Luo 1
Arwa Jamjoom 1
Adam Schwartz 1
Mohamed Khadiri 1
Zhaolin Hu 1
Jie Xu 1
Anand Vidyashankar 1
Kyoungkuk Kim 1
Gleb Beliakov 1
Javier Aracil 1
Karmeshu 1
Joan Donohue 1
I Wang 1
Mostafa Ammar 1
Keith Bisset 1
Waikin Chan 1
Xiaolin Hu 1
Lewis Ntaimo 1
Shamim Begum 1
Alessandro Aldini 1
Roberto Gorrieri 1
Greg Lomow 1
Sanqi Li 1
Mordechay Levin 1
Henryk Fukś 1
Daniel Lewandowski 1
Radboud Tebbens 1
Roland Wunderlich 1
Rajeeva Karandikar 1
Wanmo Kang 1
Tatiana Zaburnenko 1
Robert Firby 1
Radharamanan Radhakrishnan 1
Hany Ammar 1
Charles Overstreet 1
Nelson Fonseca 1
José LóPez-Ardao 1
Stephen Conrad 1
François Baccelli 1
Ian Macintyre 1
Sujin Kim 1
Kiran Rege 1
John Shortle 1
Athena Vakali 1
Dimitrios Katsaros 1
Werner Scheinhardt 1
Bennett Fox 1
Hong Wan 1
Edward Lee 1
Guoqi Qian 1
Theresa Roeder 1
Melike Meterelliyoz 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 1
Maria Barton 1
Stéphane Dauzère-Pérès 1
Kenneth Hardis 1
Peter Ware 1
Reuben Pasquini 1
Edward Mascarenhas 1
P Coe 1
Yehching Chung 1
Michael Amrein 1
Peter Frazier 1
Lawrence Leemis 1
Heinz Zechner 1
Judy Jin 1
Shlomi Dolev 1
Chungnan Lee 1
Gloria Teng 1
Nando De Freitas 1
Sylvain Le Corff 1
Christian Gagné 1
Frank Emmerich 1
Feng Tian 1
Paulo Monteiro 1
Gianluca Bontempi 1
M Keane 1
Victor Mak 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Shuo Pan 1
Scott Kaplan 1
Aditya Agrawal 1
Nicolas Sendrier 1
Hendrik Van Landeghem 1
Jinho Lee 1
Winfried Grassmann 1
François Panneton 1
Philip Kiviat 1
Hernan Awad 1
Benjamin Zorn 1
Pedro Velho 1
Byoung Choi 1
Donghun Kang 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Susan Hunter 1
Ambedkar Dukkipati 1

Affiliation Paper Counts
Universite Libre de Bruxelles 1
Ericsson Radio Systems AB 1
Brock University 1
Turku Centre for Computer Science 1
Virginia Commonwealth University 1
University of Amsterdam 1
Nektar 1
Bar-Ilan University 1
Illinois Institute of Technology 1
Hunter College 1
University of Helsinki 1
IBM Tokyo Research Laboratory 1
Swansea University 1
Instituto Superior Tecnico 1
University College Dublin 1
Newcastle University, United Kingdom 1
University of Mannheim 1
City University of New York 1
Laboratoire des Signaux et Systemes 1
Sandia National Laboratories, New Mexico 1
University of Maine 1
Universite Paris Dauphine 1
Birkbeck University of London 1
University of Manitoba 1
Korea University of Technology and Education 1
Harvard University 1
University of Sassari 1
Telefonica 1
University of Colorado at Denver 1
The University of Western Ontario 1
Kyoto University 1
Kyushu University 1
Voorhees College 1
BBN Technologies 1
National Dong Hwa University 1
University of Turin 1
NIH National Cancer Institute 1
Mary Washington Hospital 1
University of Hawaii at Manoa 1
Indian Institute of Technology, Bombay 1
Myongji University 1
AT&T Inc. 1
Hong Kong Baptist University 1
University of California, Davis 1
Oxford Brookes University 1
Bilkent University 1
ENI 1
University of Guelph 1
University of Trento 1
Queen's University, Kingston 1
Instituto de Telecomunicacoes 1
Wichita State University 1
University of South Carolina 1
Advanced Micro Devices, Inc. 1
Deakin University 1
University of Nebraska at Omaha 1
Cass Business School 1
Hewlett-Packard 1
Texas A and M University 1
University of Alabama in Huntsville 1
University of Bristol 1
Centre College Kentucky 1
Johannes Kepler University Linz 1
Kasetsart University 1
University of Durham 1
Scott AFB 1
Universite Paul Cezanne Aix-Marseille III 1
Nokia USA 1
Lancaster University 1
Brooklyn College 1
National Central University Taiwan 1
University College Cork 1
Wright-Patterson AFB 1
University of Thessaly 1
University of Vienna 1
Universidad Simon Bolivar 1
Microsoft 1
NASA Glenn Research Center 1
Universidad Autonoma de Madrid 1
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Institute for Advanced Studies 1
San Francisco State University 1
Chulalongkorn University 1
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Aerospace Corporation 1
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Amherst College 1
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HEC School of Management 1
University of Cyprus 1
Universidad de la Republica 1
Chin Min Institute of Technology Taiwan 1
Tongji University 1
Yahoo Inc. 1
Indian Statistical Institute (Delhi Centre) 1
The MathWorks, Inc. 1
National Penghu University 1
Ariel University Center of Samaria 1
Banca d'Italia 1
Microsoft Research Cambridge 1
Statistical and Applied Mathematical Sciences Institute, USA 1
Indian School of Business 1
University of Erlangen-Nuremberg 2
Loughborough University 2
Universite Pierre et Marie Curie 2
University of Calgary 2
University of Texas at San Antonio 2
RAND Corporation 2
University of Waikato 2
University of Minnesota System 2
Bogazici University 2
Federal University of Rio Grande do Sul 2
Linkoping University 2
HP Labs 2
National Taichung Institute of Technology Taiwan 2
Technical University of Denmark 2
Auburn University 2
University of Leeds 2
City University of Hong Kong 2
University of Nottingham 2
Imperial College London 2
Florida International University 2
University of Kentucky 2
University of L'Aquila 2
Graz University of Technology 2
Hacettepe University 2
University of Coimbra 2
Kumamoto University 2
University of Toledo 2
New York University 2
Motorola 2
Catholic University of Leuven 2
The University of North Carolina at Chapel Hill 2
Stony Brook University 2
University of Memphis 2
University of Miami 2
State University of Campinas 2
Singapore Institute of Manufacturing Technology 2
Syracuse University 2
University of California, San Diego 2
US Naval Academy 2
University of Roma La Sapienza 2
Intel Corporation 2
Cyprus University of Technology 2
Aalto University 2
National Research Laboratory of Metrology 2
University of Colorado at Boulder 3
University of Beira Interior 3
University of Rostock 3
Middle East Technical University 3
King Abdulaziz University 3
Johns Hopkins University 3
Rice University 3
University of Illinois 3
Hebrew University of Jerusalem 3
Hong Kong University of Science and Technology 3
Dartmouth College 3
National Sun Yat-Sen University Taiwan 3
Technical University of Berlin 3
State University of New York at Albany 3
University of Saskatchewan 3
University of Southern California, Information Sciences Institute 3
University of Birmingham 3
University of Ulster 3
IBM 3
Instituto Tecnologico de Aeronautica 3
University of Cincinnati 3
Swiss Federal Institute of Technology, Zurich 3
Alcatel-Lucent 3
National University of Ireland, Maynooth 3
University of Bologna 3
TELECOM ParisTech 3
Rutgers University 3
Korea Advanced Institute of Science & Technology 3
Ghent University 3
Ecole des Mines de Saint-Etienne 4
McGill University 4
Vanderbilt University 4
Delft University of Technology 4
Old Dominion University 4
CNRS Centre National de la Recherche Scientifique 4
Duke University 4
Vrije Universiteit Amsterdam 4
MITRE Corporation 4
University of Texas at Austin 4
INRIA Institut National de Rechereche en Informatique et en Automatique 4
University of Pittsburgh 4
SAIC 4
The College of William and Mary 4
National Tsing Hua University 4
University of Calabria 4
University of Canterbury 4
University of California, Santa Cruz 4
Rensselaer Polytechnic Institute 4
University of Nebraska - Lincoln 4
University of Melbourne 4
IRISA Institut de Recherche en Informatique et Systemes Aleatoires 4
Ben-Gurion University of the Negev 4
University of Edinburgh 4
Argonne National Laboratory 4
University of Ottawa, Canada 4
Eindhoven University of Technology 4
University of Illinois at Urbana-Champaign 5
Royal Institute of Technology 5
Austrian Academy of Sciences 5
Princeton University 5
INSEAD Europe 5
The University of British Columbia 5
Brown University 5
Georgia State University 5
VA Medical Center 5
University of Maryland 5
Brunel University 5
University of Virginia 5
Massachusetts Institute of Technology 5
Telcordia Technologies, Inc. 5
Keio University 5
Universidad de Vigo 5
Carnegie Mellon University 5
Tata Institute of Fundamental Research 5
University of Wisconsin Madison 5
Pennsylvania State University 6
Technical University of Darmstadt 6
University of Massachusetts Amherst 6
Aristotle University of Thessaloniki 6
University of Central Florida 6
Technion - Israel Institute of Technology 6
University of Southampton 6
IBM Haifa Labs 6
Laval University 6
Ohio State University 7
University of Washington Seattle 7
Oak Ridge National Laboratory 7
University of Southern California 7
University of Salzburg 8
University of Waterloo 8
University of California, Berkeley 8
Vienna University of Economics and Business Administration 9
University of Pennsylvania 9
Alcatel-Lucent Bell Labs 9
University of Arizona 9
IBM Research 9
University Michigan Ann Arbor 9
Arizona State University 10
University of Twente 10
George Mason University 11
Indian Institute of Science 12
Northwestern University 13
IBM Thomas J. Watson Research Center 13
Carleton University 13
New Jersey Institute of Technology 13
National University of Singapore 14
Naval Postgraduate School 14
Cornell University 15
University of Montreal 15
North Carolina State University 16
Purdue University 16
Virginia Tech 16
University of California, Los Angeles 16
Stanford University 21
University of Florida 21
Nanyang Technological University 22
Columbia University 23
Georgia Institute of Technology 46

ACM Transactions on Modeling and Computer Simulation (TOMACS)
Archive


2015
Volume 25 Issue 2, February 2015  Issue-in-Progress
Volume 25 Issue 1, January 2015

2014
Volume 24 Issue 4, August 2014 Special Issue on Emerging Methodologies and Applications
Volume 24 Issue 3, May 2014
Volume 24 Issue 2, February 2014
Volume 24 Issue 1, January 2014 Special issue on simulation in complex service systems

2013
Volume 23 Issue 4, October 2013
Volume 23 Issue 3, July 2013
Volume 23 Issue 2, May 2013
Volume 23 Issue 1, January 2013 Special Issue on Monte Carlo Methods in Statistics

2012
Volume 22 Issue 4, November 2012
Volume 22 Issue 3, August 2012
Volume 22 Issue 2, March 2012

2011
Volume 22 Issue 1, December 2011
Volume 21 Issue 4, August 2011
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2010
Volume 21 Issue 1, December 2010
Volume 20 Issue 4, October 2010
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Volume 20 Issue 2, April 2010
Volume 20 Issue 1, January 2010

2009
Volume 19 Issue 4, October 2009
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2008
Volume 19 Issue 1, December 2008
Volume 18 Issue 4, September 2008
Volume 18 Issue 3, July 2008
Volume 18 Issue 2, April 2008

2007
Volume 18 Issue 1, December 2007
Volume 17 Issue 4, September 2007
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Volume 17 Issue 1, January 2007

2006
Volume 16 Issue 4, October 2006
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Volume 16 Issue 1, January 2006

2005
Volume 15 Issue 4, October 2005
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Volume 15 Issue 2, April 2005
Volume 15 Issue 1, January 2005

2004
Volume 14 Issue 4, October 2004
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Volume 14 Issue 2, April 2004
Volume 14 Issue 1, January 2004

2003
Volume 13 Issue 4, October 2003
Volume 13 Issue 3, July 2003
Volume 13 Issue 2, April 2003
Volume 13 Issue 1, January 2003

2002
Volume 12 Issue 4, October 2002
Volume 12 Issue 3, July 2002
Volume 12 Issue 2, April 2002
Volume 12 Issue 1, January 2002 Special issue: Rare event simulation

2001
Volume 11 Issue 4, October 2001
Volume 11 Issue 3, July 2001
Volume 11 Issue 2, April 2001
Volume 11 Issue 1, Jan. 2001

2000
Volume 10 Issue 4, Oct. 2000
Volume 10 Issue 3, July 2000
Volume 10 Issue 2, April 2000 Special issue on modeling and simulation of communication networks
Volume 10 Issue 1, Jan. 2000

1999
Volume 9 Issue 4, Oct. 1999
Volume 9 Issue 3, July 1999
Volume 9 Issue 2, April 1999
Volume 9 Issue 1, Jan. 1999

1998
Volume 8 Issue 4, Oct. 1998 Special issue on Web-based modeling and simulation
Volume 8 Issue 3, July 1998
Volume 8 Issue 2, April 1998 Special issue on modeling and analysis of stochastic systems
Volume 8 Issue 1, Jan. 1998 Special issue on uniform random number generation

1997
Volume 7 Issue 4, Oct. 1997
Volume 7 Issue 3, July 1997
Volume 7 Issue 2, April 1997
Volume 7 Issue 1, Jan. 1997

1996
Volume 6 Issue 4, Oct. 1996
Volume 6 Issue 3, July 1996
Volume 6 Issue 2, April 1996
Volume 6 Issue 1, Jan. 1996

1995
Volume 5 Issue 4, Oct. 1995
Volume 5 Issue 3, July 1995 Special issue on graphics, animation, and visualization for simulation environments
Volume 5 Issue 2, April 1995
Volume 5 Issue 1, Jan. 1995

1994
Volume 4 Issue 4, Oct. 1994
Volume 4 Issue 3, July 1994
Volume 4 Issue 2, April 1994
Volume 4 Issue 1, Jan. 1994

1993
Volume 3 Issue 4, Oct. 1993
Volume 3 Issue 3, July 1993
Volume 3 Issue 2, April 1993
Volume 3 Issue 1, Jan. 1993

1992
Volume 2 Issue 4, Oct. 1992
Volume 2 Issue 3, July 1992
Volume 2 Issue 2, April 1992
Volume 2 Issue 1, Jan. 1992

1991
Volume 1 Issue 4, Oct. 1991 Special issue on parallel and distributed systems performance
Volume 1 Issue 3, July 1991
Volume 1 Issue 2, April 1991
Volume 1 Issue 1, Jan. 1991
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