Select Publications

Book Chapters

Alan M; El Sawah S, 2020, 'System Dynamics Modeling to Inform Defense Strategic Decision-Making', in Meyers RA (ed.), Encyclopedia of Complexity and Systems Science, Springer,

Patrick MJ; Elsawah S; Burgher I; Jakeman AJ, 2016, 'Australian water security: A water-food-environment-energy nexus perspective', in Handbook on Water Security, pp. 232 - 358

El Sawah SA, 2016, 'Incorporating Human Aspects into Groundwater Research and Policy Making: A Soft and Critical Systems Thinking Approach', in Integrated Groundwater Management, pp. 619 - 637,

Holley C; Jakeman A; Kelly (nee Letcher) R; Ticehurst J; Blakers R; Croke B; Curtis A; Fu B; El Sawah S; Gardner A; Guillame J; Hartley M; Hutchings P; Pannell D; Ross A; Sharp E; Sinclair D; Wilson A, 2013, 'Modelling for Managing the Complex Issue of Catchment-Scale Surface and Groundwater Allocation', in Obaidat MS; Filipe J; Kacprzyk J; Pina N (ed.), Simulation and Modeling Methodologies, Technologies and Applications, Springer Science & Business Media,

Journal articles

Biswas S; Chakrabortty RK; Turan HH; Elsawah S, 2023, 'Consideration of uncertainties in a dynamic modeling system integrated with a deep learning based forecasting approach', CIRP Journal of Manufacturing Science and Technology, 44, pp. 27 - 44,

Elsawah S; Bakhanova E; Hämäläinen RP; Voinov A, 2023, 'A Competency Framework for Participatory Modeling', Group Decision and Negotiation, 32, pp. 569 - 601,

Hossain MS; Chakrabortty RK; Elsawah S; Ryan MJ, 2023, 'Modelling and application of hierarchical joint optimisation for modular product family and supply chain architecture', International Journal of Advanced Manufacturing Technology, 126, pp. 947 - 971,

Wang H-H; Van Voorn G; Grant WE; Zare F; Giupponi C; Steinmann P; Müller B; Elsawah S; Van Delden H; Athanasiadis IN; Sun Z; Jager W; Little JC; Jakeman AJ, 2023, 'Scale decisions and good practices in socio-environmental systems modelling: guidance and documentation during problem scoping and model formulation', Socio-Environmental Systems Modelling, 5, pp. 18563 - 18563,

Ali IM; Turan HH; Elsawah S, 2023, 'A military fleet mix problem for high-valued defense assets: A simulation-based optimization approach', Expert Systems with Applications, 213, pp. 118964 - 118964,

Sanowar Hossain M; Chakrabortty RK; El Sawah S; Ryan MJ, 2023, 'A multi-objective Bi-level leader-follower joint optimization for concurrent design of product family and assembly system', Computers and Industrial Engineering, 177, pp. 109035 - 109035,

Elsawah S; Turan HH; Gordon L; Ryan MJ, 2023, 'A decision support methodology to support military asset and resource planning', Journal of Simulation,

Kahagalage S; Turan HH; Jalalvand F; El Sawah S, 2023, 'A novel graph-theoretical clustering approach to find a reduced set with extreme solutions of Pareto optimal solutions for multi-objective optimization problems', Journal of Global Optimization,

Rahman HF; Servranckx T; Chakrabortty RK; Vanhoucke M; El Sawah S, 2022, 'Manufacturing project scheduling considering human factors to minimize total cost and carbon footprints', Applied Soft Computing, 131, pp. 109764 - 109764,

Salim H; Sahin O; Elsawah S; Turan H; Stewart RA, 2022, 'A critical review on tackling complex rare earth supply security problem', Resources Policy, 77, pp. 102697 - 102697,

Ivanova K; Elsawah S, 2022, 'Iterative Refinement of Multi-Method OR Workshop Designs through Boundary Critique: An Analytical Framework and Case Studies in Technology Utilisation', Systemic Practice and Action Research, 35, pp. 345 - 374,

Biswas S; Ali I; Chakrabortty RK; Turan HH; Elsawah S; Ryan MJ, 2022, 'Dynamic modeling for product family evolution combined with artificial neural network based forecasting model: A study of iPhone evolution', Technological Forecasting and Social Change, 178, pp. 121549 - 121549,

Aly E; Elsawah S; Ryan MJ, 2022, 'Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach', Environmental Modelling and Software, 150, pp. 105360 - 105360,

Aly E; Elsawah S; Ryan MJ, 2022, 'A review and catalogue to the use of models in enabling the achievement of sustainable development goals (SDG)', Journal of Cleaner Production, 340, pp. 130803 - 130803,

Akl AM; El Sawah S; Chakrabortty RK; Turan HH, 2022, 'A Joint Optimization of Strategic Workforce Planning and Preventive Maintenance Scheduling: A Simulation–Optimization Approach', Reliability Engineering and System Safety, 219, pp. 108175 - 108175,

Hussein A; Elsawah S; Petraki E; Abbass HA, 2022, 'A machine education approach to swarm decision-making in best-of-n problems', Swarm Intelligence, 16, pp. 59 - 90,

Sivagurunathan V; Elsawah S; Khan SJ, 2022, 'Scenarios for urban water management futures: A systematic review', Water Research, 211,

Turan HH; Jalalvand F; Elsawah S; Ryan MJ, 2022, 'A joint problem of strategic workforce planning and fleet renewal: With an application in defense', European Journal of Operational Research, 296, pp. 615 - 634,

Ali IM; Turan HH; Chakrabortty RK; Elsawah S, 2022, 'Multi-objective-based differential evolution for balancing production cost, diversity and aggregated performance attributes in product family design', Flexible Services and Manufacturing Journal,

Rahman HF; Chakrabortty RK; Paul SK; Elsawah S, 2022, 'Optimising vaccines supply chains to mitigate the COVID-19 pandemic', International Journal of Systems Science: Operations and Logistics, 10,

Elsawah S; Ho ATL; Ryan MJ, 2022, 'Teaching Systems Thinking in Higher Education', INFORMS Transactions on Education, 22, pp. 66 - 102,

Ivanova K; Elsawah S, 2022, 'Towards integrating systems thinking into systems engineering: theory and application in development of capability concepts', International Journal of System of Systems Engineering, 12, pp. 175 - 200,

Turan HH; Kahagalage SD; Jalalvand F; El Sawah S, 2021, 'A multi-objective simulation–optimization for a joint problem of strategic facility location, workforce planning, and capacity allocation: A case study in the Royal Australian Navy', Expert Systems with Applications, 186, pp. 115751 - 115751,

Rahman MHF; Chakrabortty R; El Sawah S; Ryan M, 2021, 'Energy-Efficient Project Scheduling with Supplier Selection in Manufacturing Projects', Expert Systems with Applications,

Turan HH; Jalalvand F; Kahagalage S; El Sawah S, 2021, 'Integrating decision maker preferences to a risk-averse multi-objective simulation-based optimization for a military workforce planning, asset management and fleet management problem', Computers and Industrial Engineering, 162, pp. 107752 - 107752,

Abbass H; Petraki E; Hussein A; McCall F; Elsawah S, 2021, 'A model of symbiomemesis: Machine education and communication as pillars for human-autonomy symbiosis', Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 379,

Hossain MA; Chakrabortty R; El Sawah S; Evan MacA G; Ryan M, 2021, 'Predicting Wind Power Generation using Hybrid Deep Learning with Optimization', IEEE Transactions on Applied Superconductivity, 31,

Zare F; Guillaume JHA; ElSawah S; Croke B; Fu B; Iwanaga T; Merritt W; Partington D; Ticehurst J; Jakeman AJ, 2021, 'A formative and self-reflective approach to monitoring and evaluation of interdisciplinary team research: An integrated water resource modelling application in Australia', Journal of Hydrology, 596,

Hossain MS; Chakrabortty R; El Sawah S; Ryan M, 2021, 'Sustainable Modular Product Architecture Design by Bi-level Leader-Follower Joint Optimization with Switching-based Meta-heuristic Algorithms', Journal of Cleaner Production, 306,

Hossain MA; Chakrabortty R; El Sawah SA; Ryan M, 2021, 'Very Short-term Forecasting of Wind Power Generation using Hybrid Deep Learning Model', Journal of Cleaner Production,

Iwanaga T; Wang HH; Hamilton SH; Grimm V; Koralewski TE; Salado A; Elsawah S; Razavi S; Yang J; Glynn P; Badham J; Voinov A; Chen M; Grant WE; Peterson TR; Frank K; Shenk G; Barton CM; Jakeman AJ; Little JC, 2021, 'Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach', Environmental Modelling and Software, 135, pp. 104885 - 104885,

Turan HH; Atmis M; Kosanoglu F; Elsawah S; Ryan MJ, 2020, 'A risk-averse simulation-based approach for a joint optimization of workforce capacity, spare part stocks and scheduling priorities in maintenance planning', Reliability Engineering and System Safety, 204, pp. 107199 - 107199,

Hussein A; Elsawah S; Abbass HA, 2020, 'Trust Mediating Reliability–Reliance Relationship in Supervisory Control of Human–Swarm Interactions', Human Factors, 62, pp. 1237 - 1248,

Elsawah S; Jakeman AJ, 2020, 'Preface for the Special Issue on Good Modelling Practices', Mathematics and Computers in Simulation, 175, pp. 1 - 2,

Hussein A; Elsawah S; Abbass HA, 2020, 'The reliability and transparency bases of trust in human-swarm interaction: principles and implications', Ergonomics, 63, pp. 1116 - 1132,

Elsawah S; Hamilton SH; Jakeman AJ; Rothman D; Schweizer V; Trutnevyte E; Carlsen H; Drakes C; Frame B; Fu B; Guivarch C; Haasnoot M; Kemp-Benedict E; Kok K; Kosow H; Ryan M; van Delden H, 2020, 'Scenario processes for socio-environmental systems analysis of futures: A review of recent efforts and a salient research agenda for supporting decision making', Science of the Total Environment, 729, pp. 138393 - 138393,

Ivanova K; Elsawah S; Fidock J, 2020, 'Technological ecosystems in capability development: A case study in emerging technologies', Systems Engineering, 23, pp. 423 - 435,

Turan HH; Elsawah S; Ryan MJ, 2020, 'A long-term fleet renewal problem under uncertainty: A simulation-based optimization approach', Expert Systems with Applications, 145, pp. 113158 - 113158,

Moallemi EA; Elsawah S; Ryan MJ, 2020, 'Robust decision making and Epoch–Era analysis: A comparison of two robustness frameworks for decision-making under uncertainty', Technological Forecasting and Social Change, 151,

Elsawah S; Filatova T; Jakeman AJ; Kettner AJ; Zellner ML; Athanasiadis IN; Hamilton SH; Axtell RL; Brown DG; Gilligan JM; Janssen MA; Robinson DT; Rozenberg J; Ullah IIT; Lade SJ, 2020, 'Eight grand challenges in socio-environmental systems modeling', Socio-Environmental Systems Modelling, 2, pp. 16226 - 16226,

Moallemi EA; Zare F; Reed PM; Elsawah S; Ryan MJ; Bryan BA, 2020, 'Structuring and evaluating decision support processes to enhance the robustness of complex human–natural systems', Environmental Modelling and Software, 123,

Zare F; Elsawah S; Bagheri A; Nabavi E; Jakeman AJ, 2019, 'Improved integrated water resource modelling by combining DPSIR and system dynamics conceptual modelling techniques', Journal of Environmental Management, 246, pp. 27 - 41,

Hamilton SH; Fu B; Guillaume JHA; Badham J; Elsawah S; Gober P; Hunt RJ; Iwanaga T; Jakeman AJ; Ames DP; Curtis A; Hill MC; Pierce SA; Zare F, 2019, 'A framework for characterising and evaluating the effectiveness of environmental modelling', Environmental Modelling and Software, 118, pp. 83 - 98,

Badham J; Elsawah S; Guillaume JHA; Hamilton SH; Hunt RJ; Jakeman AJ; Pierce SA; Snow VO; Babbar-Sebens M; Fu B; Gober P; Hill MC; Iwanaga T; Loucks DP; Merritt WS; Peckham SD; Richmond AK; Zare F; Ames D; Bammer G, 2019, 'Effective modeling for Integrated Water Resource Management: A guide to contextual practices by phases and steps and future opportunities', Environmental Modelling and Software, 116, pp. 40 - 56,

Little JC; Hester ET; Elsawah S; Filz GM; Sandu A; Carey CC; Iwanaga T; Jakeman AJ, 2019, 'A tiered, system-of-systems modeling framework for resolving complex socio-environmental policy issues', Environmental Modelling and Software, 112, pp. 82 - 94,

Moallemi EA; Elsawah S; Ryan MJ, 2019, 'Strengthening ‘good’ modelling practices in robust decision support: A reporting guideline for combining multiple model-based methods', Mathematics and Computers in Simulation, 175, pp. 3 - 24,

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