Faculty

Sauleh Siddiqui

Assistant Professor

Department of Civil and Systems Engineering

Co-Director, Center for Systems Science and Engineering

Diversity Champion

Sauleh Siddiqui is an Assistant Professor of Civil and Systems Engineering and Applied Mathematics & Statistics at the Whiting School of Engineering, Co-Director of the Center for Systems Science & Engineering, and Research Fellow at DIW Berlin. He is also a member of the Malone Center for Engineering in Healthcare and the Center for Systems Engineering in Healthcare. He has received the Young Researcher Prize from the Energy Natural Resources and the Environment section of INFORMS, where he serves as Chair of the Energy Cluster. He is also Vice Chair for Linear and Conic Optimization for the INFORMS optimization society and is an Associate Editor for the journal Optimization and Engineering

His research is on formulating and solving optimization and game theory models representing human-system interaction when making decisions in large-scale energy and health systems. These include applications to energy infrastructure, healthcare planning, and urban transportation. Modeling multiplayer decisions under uncertainty using optimization introduces nonlinearities and discontinuities in the problem structure that need to be resolved for theoretical and computational foundations. His research centers on developing the required theory and computational tools for solving these new class of optimization problems.

He has received research funding from NSF, NIH, MIT Collaborative Initiatives, the World Bank, Johns Hopkins Health System, and the Norwegian Research Council. In addition, he has collaborated on projects with the International Council on Clean Transportation, Institute of Medicine, National Academy of Engineering, Resources for the Future, the Joint Global Change Research Institute, and Bikemore. These projects have included modeling energy and climate markets, patient flow and staffing in hospitals, and global vaccination strategies.

He received an A.B. in Mathematics and Public Policy from Franklin & Marshall College and a Ph.D. in Applied Mathematics & Statistics, and Scientific Computation from the University of Maryland, College Park. Prior to joining Hopkins, he was an Associate in the Environmental Markets team at ICF International and a consultant with the Development Research Group at the World Bank. [Google Scholar & Research Gate]

Journal Articles
  • Feijoo F, Palopoli M, Bernstein J, Siddiqui S, Albright TE (2020).  Key indicators of phase transition for clinical trials through machine learning.  Drug Discovery Today.
  • Dächert K, Siddiqui S, Saez-Gallego J, Gabriel SA, Morales JM (2019).  A Bicriteria Perspective on L-Penalty Approaches – a Corrigendum to Siddiqui and Gabriel’s L-Penalty Approach for Solving MPECs.  Networks and Spatial Economics.  19(4).  1199-1214.
  • Han P, Lakshminarayanan P, Jiang W, Shpitser I, Hui X, Lee SH, Cheng Z, Guo Y, Taylor RH, Siddiqui SA, Bowers M, Sheikh K, Kiess A, Page BR, Lee J, Quon H, McNutt TR (2019).  Dose/Volume histogram patterns in Salivary Gland subvolumes influence xerostomia injury and recovery.  Scientific Reports.  9(1).
  • Neetzow P, Mendelevitch R, Siddiqui S (2019).  Modeling coordination between renewables and grid: Policies to mitigate distribution grid constraints using residential PV-battery systems.  Energy Policy.  132.  1017-1033.
  • Oke O, Huppmann D, Marshall M, Poulton R, Siddiqui S (2019).  Multimodal Transportation Flows in Energy Networks with an Application to Crude Oil Markets.  Networks and Spatial Economics.  19(2).  521-555.
  • Jiang W, Lakshminarayanan P, Hui X, Han P, Cheng Z, Bowers M, Shpitser I, Siddiqui S, Taylor RH, Quon H, McNutt T (2019).  Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer.  Advances in Radiation Oncology.  4(2).  401-412.
  • Squire MM, Igusa T, Siddiqui S, Sessel GK, Squire EN (2019).  Cost-Effectiveness of Multifaceted Built Environment Interventions for Reducing Transmission of Pathogenic Bacteria in Healthcare Facilities.  Health Environments Research and Design Journal.  12(2).  147-161.
  • Lakshminarayanan P, Jiang W, Robertson SP, Cheng Z, Han P, Bowers M, Moore JA, Shpitser I, Siddiqui SA, Quon H, Taylor RH, McNutt T (2019).  Radio-morphology: Parametric shape-based features in radiotherapy.  Medical Physics.  46(2).  704-713.
  • Guo Y, Jiang W, Lakshminarayanan P, Han P, Cheng Z, Bowers M, Hui X, Shpitser I, Siddiqui S, Taylor RH, Quon H, McNutt T (2019).  Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Patients With Head and Neck Cancer.  Advances in Radiation Oncology.
  • Jiang W, Siddiqui S (2019).  Hyper-parameter optimization for support vector machines using stochastic gradient descent and dual coordinate descent.  EURO Journal on Computational Optimization.
  • Jiang W, Siddiqui S, Barnes S, Barouch LA, Korley F, Martinez DA, Toerper M, Cabral S, Hamrock E, Levin S (2019).  Readmission risk trajectories for patients with heart failure using a dynamic prediction approach: Retrospective study.  Journal of Medical Internet Research.  21(10).
  • Feijoo F, Iyer GC, Avraam C, Siddiqui SA, Clarke LE, Sankaranarayanan S, Binsted MT, Patel PL, Prates NC, Torres-Alfaro E, Wise MA (2018).  The future of natural gas infrastructure development in the United states.  Applied Energy.  228.  149-166.
  • Sankaranarayanan S, Feijoo F, Siddiqui S (2018).  Sensitivity and covariance in stochastic complementarity problems with an application to North American natural gas markets.  European Journal of Operational Research.  268(1).  25-36.
  • Bakker C, Zaitchik BF, Siddiqui S, Hobbs BF, Broaddus E, Neff RA, Haskett J, Parker CL (2018).  Shocks, seasonality, and disaggregation: Modelling food security through the integration of agricultural, transportation, and economic systems.  Agricultural Systems.  164.  165-184.
  • Huppmann D, Siddiqui S (2018).  An exact solution method for binary equilibrium problems with compensation and the power market uplift problem.  European Journal of Operational Research.  266(2).  622-638.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2018).  Spatial associations in global household bicycle ownership.  Annals of Operations Research.  263(1-2).  529-549.
  • Huppmann, Daniel; Siddiqui, Sauleh (2018).  An exact solution method for binary equilibrium problems with compensation and the power market uplift problem.  European Journal of Operational Research.  266(2).  622-638.
  • Oke, Olufolajimi; Huppmann, Daniel; Marshall, Max; Poulton, Ricky; Siddiqui, Sauleh (2018).  Multimodal Transportation Flows in Energy Networks with an Application to Crude Oil Markets.  Networks and Spatial Economics.  1-35.
  • Siddiqui S, Morse E, Levin S (2017).  Evaluating nurse staffing levels in perianesthesia care units using discrete event simulation.  IISE Transactions on Healthcare Systems Engineering.  7(4).  215-223.
  • Brijs T, van Stiphout A, Siddiqui S, Belmans R (2017).  Evaluating the role of electricity storage by considering short-term operation in long-term planning.  Sustainable Energy, Grids and Networks.  10.  104-117.
  • Jiang W, Searle S, Siddiqui S (2017).  Analysis of the global wood-chip trade's response to renewable energy policies using a spatial price equilibrium model.  Biofuels, Bioproducts and Biorefining.  11(3).  505-520.
  • Siddiqui S, Gabriel SA (2017).  Modeling market power in the U.S. shale gas market.  Optimization and Engineering.  18(1).  203-213.
  • Strand, Jon (2017).  Modeling the marginal value of rainforest losses: A dynamic value function approach.  Ecological Economics.  131.  322-329.
  • Jiang, Wei; Searle, Stephanie; Siddiqui, Sauleh (2017).  Analysis of the global wood‐chip trade's response to renewable energy policies using a spatial price equilibrium model.  Biofuels, Bioproducts and Biorefining.  11(3).  505-520.
  • Sankaranarayanan, Sriram; Feijoo, Felipe; Siddiqui, Sauleh (2017).  Sensitivity and covariance in stochastic complementarity problems with an application to North American natural gas markets.  European Journal of Operational Research.
  • Siddiqui, Sauleh; Morse, Elizabeth; Levin, Scott (2017).  Evaluating nurse staffing levels in perianesthesia care units using discrete event simulation.  IISE Transactions on Healthcare Systems Engineering.  7(4).  215-223.
  • Siddiqui, Sauleh; Gabriel, Steven A (2017).  Modeling market power in the US shale gas market.  Optimization and Engineering.  18(1).  203-213.
  • Jiang W, Searle S, Siddiqui S (2017).  Analysis of the global wood-chip trade's response to renewable energy policies using a spatial price equilibrium model.  Biofuels, Bioproducts and Biorefining.
  • Brijs, Tom; van Stiphout, Arne; Siddiqui, Sauleh; Belmans, Ronnie (2017).  Evaluating the role of electricity storage by considering short-term operation in long-term planning.  Sustainable Energy, Grids and Networks.  10.  104-117.
  • Feijoo F, Huppmann D, Sakiyama L, Siddiqui S (2016).  North American natural gas model: Impact of cross-border trade with Mexico.  Energy.  112.  1084-1095.
  • Karp L, Siddiqui S, Strand J (2016).  Dynamic Climate Policy with Both Strategic and Non-strategic Agents: Taxes Versus Quantities.  Environmental and Resource Economics.  65(1).  135-158.
  • Brijs T, Huppmann D, Siddiqui S, Belmans R (2016).  Auction-based allocation of shared electricity storage resources through physical storage rights.  Journal of Energy Storage.  7.  82-92.
  • Brijs T, Geth F, Siddiqui S, Hobbs BF, Belmans R (2016).  Price-based unit commitment electricity storage arbitrage with piecewise linear price-effects.  Journal of Energy Storage.  7.  52-62.
  • Barnes S, Hamrock E, Toerper M, Siddiqui S, Levin S (2016).  Real-time prediction of inpatient length of stay for discharge prioritization.  Journal of the American Medical Informatics Association.  23(e1).  e2-e10.
  • Toerper MF, Flanagan E, Siddiqui S, Appelbaum J, Kasper EK, Levin S (2016).  Cardiac catheterization laboratory inpatient forecast tool: A prospective evaluation.  Journal of the American Medical Informatics Association.  23(e1).  e49-e57.
  • Oke, Olufolajimi; Huppmann, Daniel; Marshall, Max; Poulton, Ricky; Siddiqui, Sauleh (2016).  Mitigating Environmental and Public-Safety Risks of United States Crude-by-Rail Transport.
  • Siddiqui, Sauleh; Christensen, Adam (2016).  Determining energy and climate market policy using multiobjective programs with equilibrium constraints.  Energy.  94.  316-325.
  • Oke O, Huppmann D, Marshall M, Poulton R, Siddiqui S (2016).  Mitigating environmental and public-safety risks of United States crude-by-rail transport.
  • Feijoo F, Huppmann D, Sakiyama L, Siddiqui S (2016).  North American natural gas model: Impact of cross-border trade with Mexico.  Energy.  112.  1084-1095.
  • Sankaranarayanan S, Feijoo F, Siddiqui S (2016).  Sensitivity and Covariance in Stochastic Complementarity Problems with an Application to Natural Gas Markets.  arXiv preprint arXiv:1612.04847.
  • Brijs T, Huppmann D, Siddiqui S, Belmans R (2016).  Auction-based allocation of shared electricity storage resources through physical storage rights.  Journal of Energy Storage.  7.  82-92.
  • Brijs T, van Stiphout A, Siddiqui S, Belmans R (2016).  Evaluating the Role of Electricity Storage by Considering Short-Term Operation in Long-Term Planning.
  • Brijs T, Geth F, Siddiqui S, Hobbs B, Belmans R (2016).  Price-based unit commitment electricity storage arbitrage with piecewise linear price-effects.  Journal of Energy Storage.  7.  52-62.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2016).  Spatial associations in global household bicycle ownership.  Annals of Operations Research.  1-21.
  • Siddiqui S, Christensen A (2016).  Determining energy and climate market policy using multiobjective programs with equilibrium constraints.  Energy.  94.  316-325.
  • Brijs, Tom; Geth, Frederik; Siddiqui, Sauleh; Hobbs, Benjamin F; Belmans, Ronnie (2016).  Price-based unit commitment electricity storage arbitrage with piecewise linear price-effects.  Journal of Energy Storage.  7.  52-62.
  • Oke, Olufolajimi; Bhalla, Kavi; Love, David C; Siddiqui, Sauleh (2016).  Spatial associations in global household bicycle ownership.  Annals of Operations Research.  1-21.
  • Feijoo, Felipe; Huppmann, Daniel; Sakiyama, Larissa; Siddiqui, Sauleh (2016).  North American natural gas model: Impact of cross-border trade with Mexico.  Energy.  112.  1084-1095.
  • Brijs, Tom; Huppmann, Daniel; Siddiqui, Sauleh; Belmans, Ronnie (2016).  Auction-based allocation of shared electricity storage resources through physical storage rights.  Journal of Energy Storage.  7.  82-92.
  • Siddiqui S, Gabriel SA (2016).  Modeling market power in the US shale gas market.  Optimization and Engineering.  1-11.
  • Siddiqui S, Christensen A (2016).  Determining energy and climate market policy using multiobjective programs with equilibrium constraints.  Energy.  94.  316-325.
  • Sankaranarayanan, Sriram; Feijoo, Felipe; Siddiqui, Sauleh (2016).  Sensitivity and Covariance in Stochastic Complementarity Problems with an Application to Natural Gas Markets.  arXiv preprint arXiv:1612.04847.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2015).  Tracking global bicycle ownership patterns.  Journal of Transport and Health.  2(4).  490-501.
  • Satti S, Zaitchik B, Siddiqui S (2015).  The question of Sudan: A hydro-economic optimization model for the Sudanese Blue Nile.  Hydrology and Earth System Sciences.  19(5).  2275-2293.
  • Siddiqui, Sauleh; Gabriel, Steven A; Azarm, Shapour (2015).  Solving mixed-integer robust optimization problems with interval uncertainty using Benders decomposition.  Journal of the Operational Research Society.  66(4).  664-673.
  • Oke, Olufolajimi; Siddiqui, Sauleh (2015).  Efficient automated schematic map drawing using multiobjective mixed integer programming.  Computers & Operations Research.  61.  1-17.
  • Christensen, Adam; Siddiqui, Sauleh (2015).  A mixed complementarity model for the US biofuel market with federal policy interventions.  Biofuels, Bioproducts and Biorefining.  9(4).  397-411.
  • Barnes, Sean; Hamrock, Eric; Toerper, Matthew; Siddiqui, Sauleh; Levin, Scott (2015).  Real-time prediction of inpatient length of stay for discharge prioritization.  Journal of the American Medical Informatics Association.  23(e1).  e2-e10.
  • Satti, S; Zaitchik, B; Siddiqui, S (2015).  The question of Sudan: a hydro-economic optimization model for the Sudanese Blue Nile.  Hydrology and Earth System Sciences.  19(5).  2275.
  • Toerper, Matthew F; Flanagan, Eleni; Siddiqui, Sauleh; Appelbaum, Jeff; Kasper, Edward K; Levin, Scott (2015).  Cardiac catheterization laboratory inpatient forecast tool: a prospective evaluation.  Journal of the American Medical Informatics Association.  23(e1).  e49-e57.
  • Oke, Olufolajimi; Bhalla, Kavi; Love, David C; Siddiqui, Sauleh (2015).  Tracking global bicycle ownership patterns.  Journal of Transport & Health.  2(4).  490-501.
  • Oke O, Siddiqui S (2015).  Efficient automated schematic map drawing using multiobjective mixed integer programming.  Computers & Operations Research.  61.  1-17.
  • Oke, Olufolajimi; Bhalla, Kavi; Love, David C; Siddiqui, Sauleh (2015).  Supplementary Material for: Tracking global bicycle ownership patterns.
  • Christensen, Adam; Siddiqui, Sauleh (2015).  Fuel price impacts and compliance costs associated with the Renewable Fuel Standard (RFS).  Energy Policy.  86.  614-624.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2015).  Journal of Transport & Health.
  • Satti S, Zaitchik B, Siddiqui S (2015).  The question of Sudan: a hydro-economic optimization model for the Sudanese Blue Nile.  Hydrology and Earth System Sciences.  19(5).  2275-2293.
  • Christensen A, Siddiqui S (2015).  A mixed complementarity model for the US biofuel market with federal policy interventions.  Biofuels, Bioproducts and Biorefining.  9(4).  397-411.
  • Toerper MF, Flanagan E, Siddiqui S, Appelbaum J, Kasper EK, Levin S (2015).  Cardiac catheterization laboratory inpatient forecast tool: a prospective evaluation.  Journal of the American Medical Informatics Association.  ocv124.
  • Christensen A, Siddiqui S (2015).  A mixed complementarity model for the US biofuel market with federal policy interventions.  Biofuels, Bioproducts and Biorefining.  9(4).  397-411.
  • Huppmann D, Siddiqui S (2015).  An exact solution method for binary equilibrium problems with compensation and the power market uplift problem.
  • Barnes S, Hamrock E, Toerper M, Siddiqui S, Levin S (2015).  Real-time prediction of inpatient length of stay for discharge prioritization.  Journal of the American Medical Informatics Association.  ocv106.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2015).  Tracking global bicycle ownership patterns.  Journal of Transport & Health.  2(4).  490-501.
  • Oke O, Bhalla K, Love DC, Siddiqui S (2015).  Supplementary Material for: Tracking global bicycle ownership patterns.
  • Siddiqui S, Gabriel SA, Azarm S (2015).  Solving mixed-integer robust optimization problems with interval uncertainty using Benders decomposition.  Journal of the Operational Research Society.  66(4).  664-673.
  • Christensen A, Siddiqui S (2015).  Fuel price impacts and compliance costs associated with the Renewable Fuel Standard (RFS).  Energy Policy.  86.  614-624.
  • Siddiqui S, Gabriel SA, Azarm S (2015).  Solving mixed-integer robust optimization problems with interval uncertainty using Benders decomposition.  Journal of the Operational Research Society.  66(4).  664-673.
  • Oke O, Siddiqui S (2015).  Efficient automated schematic map drawing using multiobjective mixed integer programming.  Computers and Operations Research.  61.  1-17.
  • Christensen A, Siddiqui S (2015).  Fuel price impacts and compliance costs associated with the Renewable Fuel Standard (RFS).  Energy Policy.  86.  614-624.
  • Strand J, Siddiqui S (2015).  Value of improved information about forest protection values, with application to rainforest valuation.
  • Strand J, Miller S, Siddiqui S (2014).  Long-run carbon emission implications of energy-intensive infrastructure investments with a retrofit option.  Energy Economics.  46.  308-317.
  • Strand, Jon; Miller, Sebastian; Siddiqui, Sauleh (2014).  Long-run carbon emission implications of energy-intensive infrastructure investments with a retrofit option.  Energy Economics.  46.  308-317.
  • Satti, S; Zaitchik, B; Siddiqui, S (2014).  The question of Sudan: a hydroeconomic optimization model for the Sudanese Nile.  Hydrology and Earth System Sciences Discussions.  11.  11565-11603.
  • Christensen, Adam; Siddiqui, Sauleh (2014).  A complementarity model of the US biofuels market.  Biofuels, Bioproducts, and Biorefineries.  9(4).  397-411.
  • Strand J, Miller S, Siddiqui S (2014).  Long-run carbon emission implications of energy-intensive infrastructure investments with a retrofit option.  Energy Economics.  46.  308-317.
  • Satti S, Zaitchik B, Siddiqui S (2014).  The question of Sudan: a hydroeconomic optimization model for the Sudanese Nile.  Hydrology and Earth System Sciences Discussions.  11.  11565-11603.
  • Gabriel SA, Siddiqui SA, Conejo AJ, Ruiz C (2013).  Solving Discretely-Constrained Nash-Cournot Games with an Application to Power Markets.  Networks and Spatial Economics.  13(3).  307-326.
  • Siddiqui S, Gabriel SA (2013).  An SOS1-Based Approach for Solving MPECs with a Natural Gas Market Application.  Networks and Spatial Economics.  13(2).  205-227.
  • Gabriel SA, Conejo AJ, Ruiz C, Siddiqui S (2013).  Solving discretely constrained, mixed linear complementarity problems with applications in energy.  Computers and Operations Research.  40(5).  1339-1350.
  • Siddiqui S, Gabriel SA (2013).  An SOS1-based approach for solving MPECs with a natural gas market application.  Networks and Spatial Economics.  13(2).  205-227.
  • Karp LS, Siddiqui S, Strand J (2013).  Dynamic climate policy with both strategic and non-strategic agents: taxes versus quantities.
  • Gabriel SA, Conejo AJ, Ruiz C, Siddiqui S (2013).  Solving discretely constrained, mixed linear complementarity problems with applications in energy.  Computers & Operations Research.  40(5).  1339-1350.
  • Karp, Larry S; Siddiqui, Sauleh; Strand, Jon (2013).  Dynamic climate policy with both strategic and non-strategic agents: taxes versus quantities.
  • Gabriel, Steven A; Siddiqui, Sauleh Ahmad; Conejo, Antonio J; Ruiz, Carlos (2013).  Solving discretely-constrained Nash–Cournot games with an application to power markets.  Networks and Spatial Economics.  13(3).  307-326.
  • Gabriel, Steven A; Conejo, Antonio J; Ruiz, Carlos; Siddiqui, Sauleh (2013).  Solving discretely constrained, mixed linear complementarity problems with applications in energy.  Computers & Operations Research.  40(5).  1339-1350.
  • Siddiqui, Sauleh; Gabriel, Steven A (2013).  An SOS1-based approach for solving MPECs with a natural gas market application.  Networks and Spatial Economics.  13(2).  205-227.
  • Siddiqui S, Azarm S, Gabriel SA (2012).  On improving normal boundary intersection method for generation of Pareto frontier.  Structural and Multidisciplinary Optimization.  46(6).  839-852.
  • Siddiqui S, Azarm S, Gabriel SA (2012).  On improving normal boundary intersection method for generation of Pareto frontier.  Structural and Multidisciplinary Optimization.  46(6).  839-852.
  • Gabriel, Steven A; Rosendahl, Knut Einar; Egging, Ruud; Avetisyan, Hakob G; Siddiqui, Sauleh (2012).  Cartelization in gas markets: Studying the potential for a “Gas OPEC”.  Energy Economics.  34(1).  137-152.
  • Gabriel SA, Rosendahl KE, Egging R, Avetisyan HG, Siddiqui S (2012).  Cartelization in gas markets: Studying the potential for a "Gas OPEC".  Energy Economics.  34(1).  137-152.
  • Siddiqui, Sauleh; Azarm, Shapour; Gabriel, Steven A (2012).  On improving normal boundary intersection method for generation of Pareto frontier.  Structural and Multidisciplinary Optimization.  46(6).  839-852.
  • Gabriel SA, Rosendahl KE, Egging R, Avetisyan HG, Siddiqui S (2012).  Cartelization in gas markets: Studying the potential for a "Gas OPEC".  Energy Economics.  34(1).  137-152.
  • Siddiqui S, Azarm S, Gabriel S (2011).  A modified Benders decomposition method for efficient robust optimization under interval uncertainty.  Structural and Multidisciplinary Optimization.  44(2).  259-275.
  • Merritts D, Walter R, Rahnis M, Hartranft J, Cox S, Gellis A, Potter N, Hilgartner W, Langland M, Manion L, Lippincott C, Siddiqui S, Rehman Z, Scheid C, Kratz L, Shilling A, Jenschke M, Datin K, Cranmer E, Reed A, Matuszewski D, Voli M, Ohlson E, Neugebauer A, Ahamed A, Neal C, Winter A, Becker S (2011).  Anthropocene streams and base-level controls from historic dams in the unglaciated mid-Atlantic region, USA.  Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.  369(1938).  976-1009.
  • Merritts, Dorothy; Walter, Robert; Rahnis, Michael; Hartranft, Jeff; Cox, Scott; Gellis, Allen; Potter, Noel; Hilgartner, William; Langland, Michael; Manion, Lauren (2011).  Anthropocene streams and base-level controls from historic dams in the unglaciated mid-Atlantic region, USA.  Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences.  369(1938).  976-1009.
  • Oke, Olufolajimi; Bhalla, Kavi; Love, David C; Siddiqui, Sauleh (2011).  Journal of Transport & Health.  SAGE.  2007(5).  12.
  • Strand, Jon; Miller, Sebastian; Siddiqui, Sauleh (2011).  Environment and Energy Team.
  • Siddiqui, Sauleh; Azarm, Shapour; Gabriel, Steven (2011).  A modified Benders decomposition method for efficient robust optimization under interval uncertainty.  Structural and Multidisciplinary Optimization.  44(2).  259-275.
  • Strand J, Miller S, Siddiqui S (2011).  Infrastructure investments under uncertainty with the possibility of retrofit: theory and simulations.
  • Strand, Jon; Miller, Sebastian; Siddiqui, Sauleh (2011).  Infrastructure investments under uncertainty with the possibility of retrofit: theory and simulations.
  • Siddiqui S, Azarm S, Gabriel S (2011).  A modified Benders decomposition method for efficient robust optimization under interval uncertainty.  Structural and Multidisciplinary Optimization.  44(2).  259-275.
  • Gabriel SA, Rosendahl KE, Egging RG, Avetisyan H, Siddiqui S (2010).  Cartelization in gas markets: studying the potential for a" Gas OPEC".  Statistics Norway, Research Department.
  • Gabriel, Steve A; Rosendahl, Knut Einar; Egging, Ruud G; Avetisyan, Hakob; Siddiqui, Sauleh (2010).  Cartelization in gas markets: studying the potential for a" Gas OPEC".
Back to top