Zur Reduktion struktureller Varianzen: Einsatz von KI in geschlossenen Gefechtssimulationsmodellen. - Andreas Tolk (1995)

An Architecture for Web-Services Based Interest Management in Real Time Distributed Simulation. - Katherine L. Morse; Ryan Brunton; J. Mark Pullen; Priscilla M. McAndrews; Andreas Tolk; James Muguira (DS-RT, 2004)

XML Mediation Services Utilizing Model Based Data Management. - Andreas Tolk (WSC, 2004)

Preface to Special Issue on Military Simulation Systems and Command and Control Systems Interoperability. - Andreas Tolk (Simul., 2004)

Using Web Services and Data Mediation/Storage Services to Enable Command and Control to Simulation Interoperability. - Andreas Tolk; J. Mark Pullen (DS-RT, 2005)

Using Web services to integrate heterogeneous simulations in a grid environment. - J. Mark Pullen; Ryan Brunton; Donald P. Brutzman; David Drake; Michael R. Hieb; Katherine L. Morse; Andreas Tolk (Future Gener. Comput. Syst., 2005)

Model-Based Data Engineering for Web Services. - Andreas Tolk; Saikou Y. Diallo (IEEE Internet Comput., 2005)

What Comes After the Semantic Web - PADS Implications for the Dynamic Web. - Andreas Tolk (PADS, 2006)

Engineering ab initio dynamic interoperability and composability via agent-mediated introspective simulation. - Levent Yilmaz 001; Andreas Tolk (WSC, 2006)

Federated Ontologies Supporting a Merged Worldview for Distributed Systems. - Charles D. Turnitsa; Andreas Tolk (AAAI Fall Symposium: Regarding the Intelligence in Distributed Intelligent Systems, 2007)

Model-based data engineering: preparing a paradigm shift towards self-organizing information exchange. - Andreas Tolk; Saikou Y. Diallo; Charles D. Turnitsa (SCSC, 2007)

Towards a taxonomy of agents and multi-agent systems. - Lisa Jean Moya; Andreas Tolk (SpringSim (2), 2007)

Observations on new developments in composability and multi-resolution modeling. - Paul K. Davis; Andreas Tolk (WSC, 2007)

Conceptual modeling of information exchange requirements based on ontological means. - Andreas Tolk; Charles D. Turnitsa (WSC, 2007)

Model-based alignment and orchestration of heterogeneous homeland security applications enabling composition of system of systems. - Andreas Tolk; Charles D. Turnitsa; Saikou Y. Diallo (WSC, 2007)

Using GIS vector data to build virtual environments for agent based models. - Karl D. Liebert; David C. Earnest; Andreas Tolk (SpringSim, 2008)

Panel discussion: What makes good research in modeling and simulation: Sustaining the growth and vitality of the M&S discipline. - Levent Yilmaz 001; Paul Davis 001; Paul A. Fishwick; Xiaolin Hu 002; John A. Miller 001; Maria Hybinette; Tuncer I. Ören; Paul Reynolds; Hessam S. Sarjoughian; Andreas Tolk (WSC, 2008)

Using agent technology to move from intention-based to effect-based models. - Andreas Tolk; Robert J. Bowen; Patrick T. Hester (WSC, 2008)

Mathematical models towards self-organizing formal federation languages based on conceptual models of information exchange capabilities. - Andreas Tolk; Saikou Y. Diallo; Charles D. Turnitsa (WSC, 2008)

A systems engineering process supporting the development of operational requirements driven federations. - Andreas Tolk; Thomas G. Litwin; Robert H. Kewley (WSC, 2008)

Knowledge representation and the dimensions of a multi-model relationship. - Charles D. Turnitsa; Andreas Tolk (WSC, 2008)

Ontology driven interoperability for agile applications, using information systems: Requirements and applications for agent mediated decision support. - Andreas Tolk (Intell. Decis. Technol., 2008)

Implied ontological representation within the levels of conceptual interoperability model. - Andreas Tolk; Charles D. Turnitsa; Saikou Y. Diallo (Intell. Decis. Technol., 2008)

A Unifying Multimodel Taxonomy and Agent-Supported Multisimulation Strategy for Decision-Support. - Levent Yilmaz 001; Andreas Tolk (Intelligent Decision Making: An AI-Based Approach, 2008)

A systems engineering process for development of federated simulations. - Robert H. Kewley; Andreas Tolk (SpringSim, 2009)

The levels of conceptual interoperability model: applying systems engineering principles to M&S. - Wenguang Wang; Andreas Tolk; Weiping Wang 002 (SpringSim, 2009)

Integration of Psycho-Social Models and Methods in NATO's Approach to Operations; A Review of NATO Research and Technology Organization (RTO) Systems Analysis Studies (SAS-074). - Timothy J. Bacon; Phillip Jones; Randall B. Garrett; Andreas Tolk (WSC, 2009)

Exploring Effective Methods for Modeling a Comprehensive Approach to Political, Military, Economic, Social, Information, and Infrastructure (PMESII) / Human, Cultural, Social, and Behavorial (HSCB) Community of Interest (CoI). - Randall B. Garrett; Andreas Tolk; Timothy J. Bacon (WSC, 2009)

New M&S Challenges Derived from the NATO Research & Technology Organization (RTO) Systems Analysis Studies (SAS-071) Task Group on Analytical Tools for Irregular Warfare. - Andreas Tolk (WSC, 2009)

Using Lanchester equations for sequential battle prediction enabling better military decision support. - Patrick T. Hester; Andreas Tolk (Int. J. Intell. Def. Support Syst., 2009)

Embedding simulation education into the engineering management body of knowledge. - Andreas Tolk; Ghaith Rabadi; Donald N. Merino (Int. J. Simul. Process. Model., 2009)

A Layered Approach to Composition and Interoperation in Complex Systems. - Andreas Tolk; Saikou Y. Diallo; Robert D. King; Charles D. Turnitsa (Complex Systems in Knowledge-based Environments, 2009)

An Introduction to Complex Systems in the Knowledge-Based Environment. - Andreas Tolk; Lakhmi C. Jain (Complex Systems in Knowledge-based Environments, 2009)

Adding executable context to executable architectures: shifting towards a knowledge-based validation paradigm for system-of-systems architectures. - Johnny Garcia; Andreas Tolk (SummerSim, 2010)

Applying methods of the M&S spectrum for complex systems engineering. - Patrick T. Hester; Andreas Tolk (SpringSim, 2010)

Further exploration in primitives of meaning. - Charles D. Turnitsa; Andreas Tolk; Robert H. Kewley (SpringSim, 2010)

Using a formal approach to simulation interoperability to specify languages for ambassador agents. - Andreas Tolk; Saikou Y. Diallo (WSC, 2010)

Towards methodological approaches to meet the challenges of human, social, cultural, and behavioral (HSCB) modeling. - Andreas Tolk; Wim Huiskamp; Harald Schaub; Paul K. Davis; Gary L. Klein; James A. Wall (WSC, 2010)

Ontology for Modeling and Simulation. - Charles D. Turnitsa; Jose J. Padilla; Andreas Tolk (WSC, 2010)

Panel discussion: Education on conceptual modeling for simulation - challenging the art. - Durk-Jouke van der Zee; Kathy Kotiadis; Antuela A. Tako; Mike Pidd; Osman Balci; Andreas Tolk; Mark D. Elder (WSC, 2010)

Using the C4ISR Architecture Framework as a Tool to Facilitate VV&A for Simulation Systems within the Military Application Domain - Andreas Tolk (CoRR, 2010)

Decision Support Systems - Technical Prerequisites and Military Requirements - Andreas Tolk; Dietmar Kunde (CoRR, 2010)

Functional Categories of Support to Operations in Military Information Systems - Andreas Tolk (CoRR, 2010)

Avoiding another Green Elephant - A Proposal for the Next Generation HLA based on the Model Driven Architecture - Andreas Tolk (CoRR, 2010)

Understanding interoperability. - Saikou Y. Diallo; Heber Herencia-Zapana; Jose J. Padilla; Andreas Tolk (SpringSim (EAIA), 2011)

Emerging M&S application in risk management. - C. Ariel Pinto; Andreas Tolk; Michael K. McShane (SpringSim (EAIA), 2011)

Using the levels of conceptual interoperability model and model-based data engineering to develop a modular interoperability framework. - Saikou Y. Diallo; Andreas Tolk; Jason Graff; Anthony Barraco (WSC, 2011)

Educating the workforce: M&S professional education. - Margaret L. Loper; Amy Henninger; John W. Diem; Mikel D. Petty; Andreas Tolk (WSC, 2011)

Towards a methodological approach to identify future M&S standard needs. - Andreas Tolk; Osman Balci; Saikou Y. Diallo; Paul A. Fishwick; Xiaolin Hu 002; Margaret L. Loper; Mikel D. Petty; Paul F. Reynolds Jr.; Hessam S. Sarjoughian; Bernard P. Zeigler (WSC, 2011)

Model theoretic implications for agent languages in support of interoperability and composability. - Andreas Tolk; Saikou Y. Diallo; Jose J. Padilla; Heber Herencia-Zapana (WSC, 2011)

Enhancing simulation composability and interoperability using conceptual/semantic/ontological models. - Andreas Tolk; John A. Miller 001 (J. Simulation, 2011)

Defense and security applications of modeling and simulation - grand challenges and current efforts. - Andreas Tolk; Erdal Cayirci; Randall Shumaker; Nabil R. Adam; Stefan Pickl; Joseph A. Sullivan; William F. Waite (WSC, 2012)

Semiotics, entropy, and interoperability of simulation systems: mathematical foundations of M&S standardization. - Andreas Tolk; Saikou Y. Diallo; Jose J. Padilla (WSC, 2012)

Conceptual modeling with processes. - Andreas Tolk; Charles D. Turnitsa (WSC, 2012)

A Theory of Emergence and Entropy in Systems of Systems. - John J. Johnson IV; Andreas Tolk; Andres Sousa-Poza (Complex Adaptive Systems, 2013)

Interoperability, Composability, and Their Implications for Distributed Simulation: Towards Mathematical Foundations of Simulation Interoperability. - Andreas Tolk (DS-RT, 2013)

M&S methodological challenges. - Jose J. Padilla; Andreas Tolk; Saikou Y. Diallo (SpringSim (EAIA), 2013)

Grand challenges on the theory of modeling and simulation. - Simon J. E. Taylor; Azam Khan; Katherine L. Morse; Andreas Tolk; Levent Yilmaz 001; Justyna Zander (SpringSim (TMS-DEVS), 2013)

Towards a unified theory of validation. - Lisa Jean Bair; Andreas Tolk (WSC, 2013)

Epistemology of modeling and simulation. - Andreas Tolk; Martin Ihrig; Ernest H. Page; Claudia Szabo; Brian L. Heath; Jose J. Padilla; Eugenio Dante Suarez; Paul Weirich; Levent Yilmaz 001 (WSC, 2013)

Epistemology of Modeling and Simulation: How can we gain Knowledge from Simulations? - Andreas Tolk; Saikou Y. Diallo; Jose J. Padilla; Ross Gore (CoRR, 2013)

AIMS: Applying Game Technology to Advance Medical Education. - Andreas Tolk; Geoffrey T. Miller; Andrew E. Cross; Justin Maestri; Benjamin Cawrse (Comput. Sci. Eng., 2013)

Reference modelling in support of M&S - foundations and applications. - Andreas Tolk; Saikou Y. Diallo; Jose J. Padilla; Heber Herencia-Zapana (J. Simulation, 2013)

Special issue: M&S optimization applications in industry and engineering. - Rafael Diaz; Andreas Tolk (Simul., 2013)

Special issue: M&S optimization applications in industry and engineering, part 2. - Rafael Diaz; Andreas Tolk (Simul., 2013)

Modeling and Simulation as a Theory Building Paradigm. - Saikou Y. Diallo; Jose J. Padilla; Ipek Bozkurt; Andreas Tolk (Ontology, Epistemology, and Teleology for Modeling and Simulation, 2013)

Truth, Trust, and Turing - Implications for Modeling and Simulation. - Andreas Tolk (Ontology, Epistemology, and Teleology for Modeling and Simulation, 2013)

Modeling for everyone: emphasizing the role of modeling in stem education. - Paul A. Fishwick; Sally C. Brailsford; Simon J. E. Taylor; Andreas Tolk; Adelinde M. Uhrmacher (WSC, 2014)

A necessary paradigm change to enable composable cloud-based M&S services. - Andreas Tolk; Saurabh Mittal (WSC, 2014)

Toward a formalism of modeling and simulation using model theory. - Saikou Y. Diallo; Jose J. Padilla; Ross Gore; Heber Herencia-Zapana; Andreas Tolk (Complex., 2014)

Modeling and simulation framework for systems engineering. - Saikou Y. Diallo; Andreas Tolk; Ross Gore; Jose J. Padilla (Modeling and Simulation-Based Systems Engineering Handbook, 2014)

Introduction to the modeling and simulation-based systems engineering handbook. - Daniele Gianni; Andrea D'Ambrogio; Andreas Tolk (Modeling and Simulation-Based Systems Engineering Handbook, 2014)

Systems engineering, architecture, and simulation. - Andreas Tolk; Taylor K. Hughes (Modeling and Simulation-Based Systems Engineering Handbook, 2014)

Modeling and Simulation Interoperability Concepts for Multidisciplinarity, Interdisciplinarity, and Transdisciplinarity - Implications for Computational Intelligence Enabling Autonomous Systems. - Andreas Tolk (MESAS, 2015)

Paradigms for conceptual modeling. - Ric Roca; Dale Pace; Stewart Robinson 001; Andreas Tolk; Levent Yilmaz 001 (SpringSim (ANSS), 2015)

Building the virtual product with big models. - Barclay Brown; Saurabh Mittal; Andreas Tolk; Sayyidul Arafat (SummerSim, 2015)

The next generation of modeling & simulation: integrating big data and deep learning. - Andreas Tolk (SummerSim, 2015)

Hybrid simulation studies and hybrid simulation systems: definitions, challenges, and benefits. - Navonil Mustafee; John H. Powell; Sally C. Brailsford; Saikou Y. Diallo; Jose J. Padilla; Andreas Tolk (WSC, 2015)

Conceptual modeling: definition, purpose and benefits. - Stewart Robinson 001; Gilbert Arbez; Louis G. Birta; Andreas Tolk; Gerd Wagner 001 (WSC, 2015)

Do we need a national research agenda for modeling and simulation? - Andreas Tolk; Osman Balci; C. Donald Combs; Richard Fujimoto; Charles M. Macal; Barry L. Nelson; Phil Zimmerman (WSC, 2015)

Grand challenges for modeling and simulation: simulation everywhere - from cyberinfrastructure to clouds to citizens. - Simon J. E. Taylor; Azam Khan; Katherine L. Morse; Andreas Tolk; Levent Yilmaz 001; Justyna Zander; Pieter J. Mosterman (Simul., 2015)

Stability and sensitivity measures for solutions in complex, intelligent, adaptive and autonomous systems. - Andreas Tolk (SpringSim (MSCIAAS/SPACE), 2016)

Immersive visualization and course-of-action simulation: towards a decision support simulation system for data driven businesses. - Andreas Tolk; Fatma Dandashi; Rick Haberlin; Shawn P. Chin (SpringSim (ANSS), 2016)

Panel - Reproducible research in discrete event simulation - A must or rather a maybe? - Adelinde M. Uhrmacher; Sally C. Brailsford; Jason Liu 001; Markus Rabe 001; Andreas Tolk (WSC, 2016)

Bias ex silico: observations on simulationist's regress. - Andreas Tolk (SpringSim (ANSS), 2017)

Purpose and benefits of hybrid simulation: Contributing to the convergence of its definition. - Navonil Mustafee; Sally C. Brailsford; Anatoli Djanatliev; Tillal Eldabi; Martin H. Kunc; Andreas Tolk (WSC, 2017)

Simulation and modeling as the essence of computational science. - Andreas Tolk (SummerSim, 2018)

Hybrid simulation for cyber physical systems: a panel on where are we going regarding complexity, intelligence, and adaptability of CPS using simulation. - Andreas Tolk; Fernando J. Barros; Andrea D'Ambrogio; Akshay Rajhans; Pieter J. Mosterman; Sachin S. Shetty; Mamadou K. Traoré; Hans Vangheluwe; Levent Yilmaz 001 (SpringSim (MSCIAAS), 2018)

Hybrid simulation for cyber physical systems: state of the art and a literature review. - Andreas Tolk; Ernest H. Page; Saurabh Mittal (SpringSim (ANSS), 2018)

Open Challenges in Building Combat simulation Systems to Support Test, Analysis and Training. - Raymond R. Hill; Andreas Tolk; Douglas D. Hodson; Jeremy R. Millar (WSC, 2018)

The Elusiveness of simulation Interoperability - What is Different from other Interoperability Domains? - Andreas Tolk (WSC, 2018)

Tutorial on Means of Hybrid Simulation. - Tillal Eldabi; Antuela A. Tako; David Bell; Andreas Tolk (WSC, 2019)

Digital Twin Modeling, Co-Simulation and Cyber Use-Case Inclusion Methodology for IOT Systems. - Saurabh Mittal; Andreas Tolk; Andrew Pyles; Nicolas Van Balen; Kevin Bergollo (WSC, 2019)

Tutorial on the Engineering Principles of Combat Modeling and Distributed Simulation. - Andreas Tolk (WSC, 2019)

Exploratory Analysis to Address Deep Uncertainty - Using Calibratable System Models for Exploratory Simulation of Complex Missions. - Andreas Tolk; Khuong Dinh; Kevin Comer; Steve Scott (SpringSim, 2020)

The Artificial University: Decision Support for Universities in the COVID-19 Era. - Wesley J. Wildman; Saikou Y. Diallo; George Hodulik; Andrew Page; Andreas Tolk; Neha Gondal (Complex., 2020)

Modeling and Simulation in Complex System Governance. - Keith F. Joiner; Polinpapilinho F. Katina; Charles B. Keating; Andreas Tolk (Int. J. Syst. Syst. Eng., 2020)

Towards a Framework for Enterprise-wide Operational Agility in Complex Environments. - Polinpapilinho F. Katina; Anne Rainville; John Selby; Andreas Tolk (Int. J. Syst. Syst. Eng., 2020)

Modelling and simulation in complex system governance. - Polinpapilinho F. Katina; Andreas Tolk; Charles B. Keating; Keith F. Joiner (Int. J. Syst. Syst. Eng., 2020)

Towards a framework for enterprise-wide operational agility in complex environments. - Andreas Tolk; Polinpapilinho F. Katina; Anne Rainville; Jonathan Selby (Int. J. Syst. Syst. Eng., 2020)

Sustainable Computing and Simulation: A Literature Survey. - Suzanne DeLong; Andreas Tolk (WSC, 2021)

Panel on Ethical Constraints on Validation, Verification, and Application of Simulation. - Andreas Tolk; Justin E. Lane; F. LeRon Shults; Wesley J. Wildman (WSC, 2021)

Computational Decision Support for the COVID-19 Healthcare Coalition. - Andreas Tolk; Christopher Glazner; Joseph Ungerleider (Comput. Sci. Eng., 2021)

Hybrid models as transdisciplinary research enablers. - Andreas Tolk; Alison Harper; Navonil Mustafee (Eur. J. Oper. Res., 2021)

How Can We Provide Better Simulation-Based Policy Support? - Andreas Tolk; Thomas Clemen; Nigel Gilbert; Charles M. Macal (ANNSIM, 2022)

Using modeling and simulation and artificial intelligence to improve complex adaptive systems engineering. - Andreas Tolk; Philip Barry; Steven Doskey (Int. J. Model. Simul. Sci. Comput., 2022)

Human Focused Metrics for Enterprise Readiness Levels. - Holly Handley; Andreas Tolk (Int. J. Syst. Syst. Eng., 2022)

Digital Collaborators for Complex Systems Development: A Research Agenda. - Sanith Wijesinghe; Andreas Tolk; Holly Handley; Philip Barry; Steven Doskey (Int. J. Syst. Syst. Eng., 2022)

Simulation-Based Optimization: Implications of Complex Adaptive Systems and Deep Uncertainty. - Andreas Tolk (Inf., 2022)

Introduction to the Special Section on PADS 2021. - Saikou Y. Diallo; Andreas Tolk (ACM Trans. Model. Comput. Simul., 2022)

Chances and Challenges of ChatGPT and Similar Models for Education in M&S. - Andreas Tolk; Philip Barry; Margaret L. Loper; Ghaith Rabadi; William T. Scherer; Levent Yilmaz 001 (WSC, 2023)

Ethics. - Nico Formanek; Juan Manuel Durán; Paul K. Davis; Andreas Tolk; Tuncer I. Ören (Body of Knowledge for Modeling and Simulation, 2023)

Simulation as Experience to Enhance Three Types of Skills. - Tuncer I. Ören; Umut Durak; Ernest H. Page; Andreas Tolk; Saikou Y. Diallo (Body of Knowledge for Modeling and Simulation, 2023)

M&S Bok Core Areas and the Big Picture. - Tuncer I. Ören; Umang Kant; Mayank Singh 008; Paul A. Fishwick; Mamadou Kaba Traoré; Lin Zhang 009; Yuanjun Laili; Bernard P. Zeigler; Andreas Tolk; Gregory Zacharewicz; Mohammad S. Obaidat; Balqies Sadoun (Body of Knowledge for Modeling and Simulation, 2023)

Philosophy and Modeling and Simulation. - Andreas Tolk; Ernest H. Page; Valdemar Vicente Graciano Neto; Paul Weirich; Nico Formanek; Juan Manuel Durán; Jean François Santucci; Saurabh Mittal (Body of Knowledge for Modeling and Simulation, 2023)

Hybrid Modeling Integrating Artificial Intelligence and Modeling & Simulation Paradigms. - Andreas Tolk (WSC, 2024)

Conceptual alignment for simulation interoperability: lessons learned from 30 years of interoperability research. - Andreas Tolk (Simul., 2024)

Creating artificial societies for policy decision support: a research agenda and call to action. - Thomas Clemen; Andreas Tolk; Ulfia Annette Clemen; Daniel Glake; Gerrit Günther (Simul., 2025)

Editorial: Hybrid Modelling and Simulation. - Navonil Mustafee; Andreas Tolk; Varun Ramamohan; Steffen Strassburger (J. Simulation, 2025)

From over-reliance to smart integration: using Large-Language Models as translators between specialized modeling and simulation tools. - Philippe J. Giabbanelli; John Beverley; Istvan David; Andreas Tolk (CoRR, 2025)

Ontology Enabled Hybrid Modeling and Simulation. - John Beverley; Andreas Tolk (CoRR, 2025)