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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

Efficient Parallel Discrete Event Simulation on Cloud/Virtual Machine Platforms

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

A Methodology to Model the Execution of Communication Software for Accurate Network Simulation

How Hard are Steady-State Queueing 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

Guest Editors Introduction to Special Issue on Computational Methods in Systems Biology

Model Reconstruction for Moment-based Stochastic Chemical Kinetics

Computing Bayesian Means Using Simulation

Bibliometrics

Publication Years 1991-2015
Publication Count 447
Citation Count 3745
Available for Download 447
Downloads (6 weeks) 1787
Downloads (12 Months) 15782
Downloads (cumulative) 240557
Average downloads per article 538
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
Wentong Cai 5
Yibing Lin 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
Ernest Page 4
Christos Alexopoulos 4
Stephen Turner 4
Gerhard Derflinger 4
Jose Blanchet 4
Rajive Bagrodia 4
George Kesidis 3
Georgios Theodoropoulos 3
Paul Reynolds, 3
Suiping Zhou 3
Stefan Wegenkittl 3
Yoshiharu Kurita 3
Art Owen 3
Boris Lubachevsky 3
Bruno Tuffin 3
Raymond Couture 3
Luc Devroye 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
Teunis Ott 2
Bernard Zeigler 2
Sonia Fahmy 2
Murat Kulahci 2
Liu Hong 2
Szuhui Ng 2
Changcheng Huang 2
Violet Syrotiuk 2
Albert Greenberg 2
Robert Dittus 2
Francesco Quaglia 2
Gersende Fort 2
Bruce Ankenman 2
Richard Nance 2
Reid Ness 2
Paul Barton 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
Zhengrong Ji 2
Keith Ross 2
Jean Walrand 2
Maria Hybinette 2
Lihyuan Deng 2
Vivek Mishra 2
David Wood 2
Lachlan Andrew 2
Warren Powell 2
Dan Chen 2
Malcolmyoke Low 2
Peter Hellekalek 2
Busung Lee 2
Edward Lazowska 2
Sigrún Andradóttir 2
Marwan Krunz 2
Ness Shroff 2
James Nutaro 2
Hui Wang 2
Samir Das 2
Robert Klein 2
Bernd Heidergott 2
Thomas Lucas 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
Weibo Gong 2
Bruce Schmeiser 2
Stephen Roberts 2
Fernando Barros 2
Paul Glasserman 2
Ward Whitt 2
Bruno Preiss 2
Robert Sargent 2
Nick Whiteley 1
Vladimir Protopopescu 1
Vladislav Petkov 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
Jason Liu 1
Lucas Schnorr 1
Marvin Nakayama 1
Xiang Zhou 1
Paul Sanchez 1
Rick Goh 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
Pierre Bremaud 1
Dalei Wu 1
Ravi Mazumdar 1
Norman Badler 1
Brad Johnson 1
Arnold Buss 1
Philip Wilsey 1
Dhananjaimadhava Rao 1
Mark Lundstrom 1
PeiChi Wu 1
David Talby 1
Dror Feitelson 1
James Hoe 1
Valerie Demers 1
Jie Xu 1
Donghai He 1
George Rouskas 1
Tsunyi Tuan 1
Soranun Jiwasurat 1
Ignacio Martinez-Moyano 1
Stephen Herrod 1
Rajeev Shorey 1
Antonis Sidiropoulos 1
Claudia Antonini 1
Yi Ding 1
Pirooz Vakili 1
Karmeshu 1
David Messerschmitt 1
Bruce Cota 1
Sanguthevar Rajasekaran 1
Pieter Mosterman 1
Thomas Kühne 1
Georgina Mellor 1
Pnina Vortman 1
Murat Gunal 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
Agnes Fussl 1
Weicherng Liao 1
Ora Percus 1
Paula Whitlock 1
Denis Laurendeau 1
David Madigan 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
Adam Schwartz 1
Mohamed Khadiri 1
Arwa Jamjoom 1
Zhaolin Hu 1
Jie Xu 1
Anand Vidyashankar 1
Kyoungkuk Kim 1
Gleb Beliakov 1
Javier Aracil 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
Radharamanan Radhakrishnan 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
Charles Overstreet 1
Nelson Fonseca 1
José LóPez-Ardao 1
Stephen Conrad 1
Sujin Kim 1
Kiran Rege 1
Athena Vakali 1
Dimitrios Katsaros 1
Theresa Roeder 1
Melike Meterelliyoz 1
Werner Scheinhardt 1
Bennett Fox 1
Hong Wan 1
Guoqi Qian 1
Maria Barton 1
Hany Ammar 1
Ian Macintyre 1
François Baccelli 1
Edward Lee 1
John Shortle 1
Tillal Eldabi 1
Kobi Moskovitch 1
Sergev Wasserkrug 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
Frank Emmerich 1
Heinz Zechner 1
Feng Tian 1
Judy Jin 1
Shlomi Dolev 1
Chungnan Lee 1
Gloria Teng 1
Nando De Freitas 1
Sylvain Le Corff 1
Christian Gagné 1
Paulo Monteiro 1
Gianluca Bontempi 1
M Keane 1
Shuo Pan 1
Victor Mak 1
Scott Kaplan 1
Robert Leachman 1
Quan Lu 1
Maged Dessouky 1
Aditya Agrawal 1
Nicolas Sendrier 1
Hendrik Van Landeghem 1
Jinho Lee 1
Winfried Grassmann 1
Hernan Awad 1
Benjamin Zorn 1
Susan Hunter 1
Pedro Velho 1
Byoung Choi 1
Donghun Kang 1
Vinoth Suryanarayanan 1
Leila Setayeshgar 1
Ambedkar Dukkipati 1
Philip Kiviat 1
François Panneton 1
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
Carey Williamson 1
Pasi Lassila 1
Dirk Kroese 1
Jerry Vos 1
Jeremy Staum 1
Michael Jonas 1
Tridib Mukherjee 1
Mark Broadie 1
Yang Song 1
Ahmed Helmy 1
John Granieri 1
Haiyan Luo 1
Ray Paul 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
Kihong Park 1
Seksan Kiatsupaibul 1
Stuart Sechrest 1
Edouard Bugnion 1
Daniel Mc Clary 1
Yevgeniy Vorobeychik 1
Denis Miretskiy 1
Acácio Nova 1
Lalit Garg 1
TagGon Kim 1
Miguel Canales 1
Rony Flatscher 1
Colin Atkinson 1
Boaz Carmeli 1
Avraham Shtub 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
Haidong Xue 1
Samsun Lampotang 1
Ira Fischler 1
Benjamin Hamilton 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
Mário Freire 1
Koichiro Inoue 1
Robert Foley 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
Ting Li 1
Rita Brandao 1
Taesik Lee 1
Nikolas Kantas 1
Debarghya Ghoshdastidar 1
Jiaqiao Hu 1
Qi Fan 1
Aaron McCoy 1
Tomás Ward 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
Jonathan Crabtree 1
John Duva 1
Nirav Kapadia 1
Martin Stytz 1
Krishnan Kumaran 1
ShingHoi Lee 1
Michael Lees 1
Marissa Borrego 1
Stanislav Volkov 1
Gary Tan 1
J Yu 1
Holger Grothe 1
Thomas Wenisch 1
Georg Pflug 1
Manuel Fernández-Veiga 1
Cándido López-García 1
Kurt Rohloff 1
Eliot Rich 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
Konstantinos Stamos 1
Sumit Kunnumkal 1
Paul Bratley 1
Héctor Cancela 1
ChaKun Lee 1
Taeshin Park 1
Donald Gross 1
Fuad Basis 1
Michael Pidd 1
Chris Tofts 1
WuLin Chen 1
ShingGang Kou 1
Chenxin Li 1
Simon Taylor 1
Alejandro Hernandez 1
Xiaolin Hu 1
Halim Damerdji 1
Wai Kin 1
Linbo Luo 1
Marius Hofert 1
Yuval Elovici 1
Giuseppe Trunfio 1
Kangsun Lee 1
Wenyang Hsia 1
Amandine Schreck 1
Sylvia FrüHwirth-Schnatter 1
Fragkiskos Papadopoulos 1
Konstantinos Psounis 1
Karl Sigman 1
François De Rainville 1
Xi Chen 1
Patrick Ryan 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
Anja Feldmann 1
Maysoon Abulkhair 1
Christopher Healey 1
Vinod Tipparaju 1
Xi Chen 1
Søren Asmussen 1
WaiTeng Tang 1
Ian Thng 1
Mary Wagner 1
John Cleary 1
Emin Sirer 1
Ken Funk 1
Ronald Nolte 1
Xizhou Feng 1
Huw Davies 1
Levent Yilmaz 1
Kimmo Raatikainen 1
JéRôMe Talim 1
Yuguang Fang 1
HaiFeng Guo 1
Sheila Banks 1
Adi Raveh 1
José Gallardo 1
Anoop Gupta 1
David Hardaker 1
Pieter De Boer 1
Gilberto Mayor 1
David Andersen 1
Weelit Koh 1
Anurag Kumar 1
George Pallis 1
Yannis Manolopoulos 1
Reiichiro Kawai 1
Ali Tafazzoli 1
Ken Fullerton 1
Sally McClean 1
Chengjye Luh 1
John Biegel 1
Mingjian Yuan 1
Jie Liu 1
Yariv Marmor 1
Sylvain Housseman 1
Nabil Absi 1
Michael Garnsey 1
Guy Schiavone 1
Vernon Rego 1
Dennis Schaeffer 1
Roland Ibbett 1
Kayhan İmre 1
Rayadurgam Srikant 1
Zisheng Chen 1
Samuel Ehrlichman 1
Matthew Carlyle 1
Benjamin Lok 1
Darren Ong 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
Pedro Inácio 1
Michael Pagels 1
J Jump 1
Sandhya Dwarkadas 1
Chengshang Chang 1
Christian Leger 1
Francesco Presti 1
Don Towsley 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
Belgacem Bouzaïene-Ayari 1
Hussein Al-Zubaidy 1
Raed Al-Zubi 1
John Reed 1
Yanick Champoux 1
Paul Dupuis 1
Luis Orozco-Barbosa 1
K Chandy 1
Wentoh Liao 1
Leonard Kleinrock 1
Lijun Wang 1
Roger Cooke 1
Taoying Farenhorst-Yuan 1
Thomas Stewart 1
Robert Smith 1
Trevor Mudge 1
David Nagle 1
Mendel Rosenblum 1
Huseyin Topaloglu 1
William Robinson 1
Demet Batur 1
Hans Vangheluwe 1
Brian Mark 1
Isi Mitrani 1
Christine Currie 1
Elizabeth Corbett 1
Tirza Lauterman 1
Dagan Schwartz 1
Ohad Greenshpan 1
Jim Williams 1
Margaret Loper 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
Susan Lewis 1
Nugroho Pujowidianto 1
Bruno Tuffin 1
Hui Wang 1
Ajay Jasra 1
Elena Ehrlich 1
Huashuai Qu 1
Enlu Zhou 1
Roland Ewald 1
Jane Douglas 1
Raymond Myers 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
Abdollah Afjeh 1
Jie Wang 1
Gregory Follen 1
Stephen Eick 1
Fred Hickernell 1
José Fortes 1
Brian Logan 1
Wei Jin 1
Dimitrios Makrakis 1
Emily Lada 1
Larry Soule 1
David Nicol 1
José Villén-Altamirano 1
Jeff Rothenberg 1
Philippe Barbe 1
Christopher Carothers 1
Harry Perros 1
Sridhar Ramesh 1
Youngmi Jin 1
Milan Vojnović; 1
Zengxiang Li 1
Alvin Lebeck 1
Gajanana Nadoli 1
Wayne Loucks 1
Peter Epstein 1
Takayuki Osogami 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
Ram Rajagopal 1
Katia Obraczka 1
Jens Svensson 1
Constantinos Psomas 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
Seonghee Kim 1
Elvis Liu 1
Alfred Park 1
Guangwu Liu 1
Martin Nielsen 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
Sandeep Gupta 1
Gaurav Sharma 1
Changhee Joo 1
Song Ci 1
WeiWin Liou 1
Weining Yang 1
Phillip Dickens 1
Kevin Healy 1
Marco Roccetti 1
Marco Bernardo 1
Bahar Biller 1
Na Li 1
Anna Lawniczak 1
Come Raczy 1
Denis Choquet 1
Robert Felderman 1
Yuhjeng Lee 1
David Miller 1
Segev Wasserkrug 1
Cesar Neto 1
Raúl Rodríguez-Rubio 1
Andrés Suárez-González 1
Ihab Hamadeh 1
Tamer Bacsar 1
Ke Pan 1
Richard Uhlig 1
Dimitrios Stiliadis 1
Rassul Ayani 1
Su Deng 1
Hermann Thorisson 1
Jörg Sack 1
Takeshi Tokuyama 1
Alan Krantz 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
Felipe Knop 1
Burton Simon 1
Pankaj Garg 1
Axel Hein 1
Honggang Wang 1
Yenlin Chia 1
Lancelot James 1
Hans Künsch 1
James Yan 1
Louis Birta 1
Rolf Waeber 1
Peter Buchholz 1
Stylianos Zikos 1
Victor Tay 1
Abdeslem Boukhtouta 1
Chanan Glezer 1
Salvatore Di Gregorio 1
K Erickson 1
Sumeetpal Singh 1
Manuel Villén-Altamirano 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
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Yahoo Inc. 1
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Banca d'Italia 1
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Statistical and Applied Mathematical Sciences Institute, USA 1
Indian School of Business 1
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HP Labs 2
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IBM 3
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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
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MITRE Corporation 4
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SAIC 4
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Argonne National Laboratory 4
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Pennsylvania State University 6
Technical University of Darmstadt 6
Brown University 6
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Aristotle University of Thessaloniki 6
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IBM Haifa Labs 6
Laval University 6
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Oak Ridge National Laboratory 7
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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
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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
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Volume 23 Issue 1, January 2013 Special Issue on Monte Carlo Methods in Statistics

2012
Volume 22 Issue 4, November 2012
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2011
Volume 22 Issue 1, December 2011
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2010
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2009
Volume 19 Issue 4, October 2009
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2008
Volume 19 Issue 1, December 2008
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2007
Volume 18 Issue 1, December 2007
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2006
Volume 16 Issue 4, October 2006
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2005
Volume 15 Issue 4, October 2005
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Volume 15 Issue 1, January 2005

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

2003
Volume 13 Issue 4, October 2003
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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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