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Chen, Y., Liu, S., Papageorgiou, L.G., Theofilatos, K., and Tsoka, S. (2023) Optimisation models for pathway activity inference in cancer. Cancers, 15(6), 1787. doi: 10.3390/cancers15061787
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2022) Multi-objective optimisation for safe multi-floor process plant layout using the Dow's Fire & Explosion Index. Journal of Loss Prevention in the Process Industries, 76, 104722. doi: 10.1016/j.jlp.2021.104722
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2021) An MILP model for safe multi-floor process plant layout using the domino hazard index. Process Safety and Environmental Protection, 148, 137–165. doi: 10.1016/j.psep.2020.09.029
Liu, S., Papageorgiou, L.G., and Shah, N. (2020) Optimal design of low-cost supply chain networks on the benefits of new product formulations. Computers & Industrial Engineering, 139, 106189. doi: 10.1016/j.cie.2019.106189
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2019) Optimal layout of multi-floor process plants using MILP. Computers & Chemical Engineering, 131, 106573. doi: 10.1016/j.compchemeng.2019.106573
Liu, S., and Papageorgiou, L.G. (2019) Optimal antibody purification strategies using data-driven models. Engineering, 5(6), 1077–1092. doi: 10.1016/j.eng.2019.10.011
Liu, S., and Papageorgiou, L.G. (2018) Multi-objective optimisation for biopharmaceutical manufacturing under uncertainty. Computers & Chemical Engineering, 119, 383–393. doi: 10.1016/j.compchemeng.2018.09.015
Aguirre, A.M., Liu, S., Papageorgiou, L.G. (2018) Optimisation approaches for supply chain planning and scheduling under demand uncertainty. Chemical Engineering Research & Design, 138, 341–357. doi: 10.1016/j.cherd.2018.08.021
Liu, S., and Papageorgiou, L.G. (2018) Fair profit distribution in multi-echelon supply chains via transfer prices. Omega, 80, 77–94. doi: 10.1016/j.omega.2017.08.010
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2018) Optimal multi-floor process plant layout with production sections. Chemical Engineering Research & Design, 137, 488–501. doi: 10.1016/j.cherd.2018.07.018
Ejeh, J.O., Liu, S., Chalchooghi, M.M., and Papageorgiou, L.G. (2018) Optimization-based approach for process plant layout. Industrial & Engineering Chemistry Research, 57(31), 10482–10490. doi: 10.1021/acs.iecr.8b00260
Liu, S., Gerontas, S., Gruber, D., Turner, R., Titchener-Hooker, N.J., and Papageorgiou, L.G. (2017) Optimization-based framework for resin selection strategies in biopharmaceutical purification process development. Biotechnology Progress, 33(4), 1116–1126. doi: 10.1002/btpr.2479
Yang, L., Liu, S., Tsoka, S., and Papageorgiou, L.G. (2017) A regression tree approach using mathematical programming. Expert Systems with Applications, 78, 347–357. doi: 10.1016/j.eswa.2017.02.013
Aguirre, A.M., Liu, S., Papageorgiou, L.G. (2017) Mixed integer linear programming based approaches for medium-term planning and scheduling in multiproduct multistage continuous plants, Industrial & Engineering Chemistry Research, 56(19), 5636–5651. doi: 10.1021/acs.iecr.6b04958
Wang, Y., Lian, X., Gao, X., Feng, Z., Huang, D., Chen, T., Liu, S., and Bai, J. (2016) Multiperiod planning of a PVC plant for the optimization of process operation and energy consumption: an MINLP approach. Industrial & Engineering Chemistry Research, 55(48), 12430–12443. doi: 10.1021/acs.iecr.6b02825
Koleva, M.N., Polykarpou, E.M., Liu, S., Styan, C.A., and Papageorgiou, L.G. (2016) Optimal design of water treatment processes. Desalination and Water Treatment, 57(56), 26954–26975. doi: 10.1080/19443994.2016.1173595
Liu, S., Alhasan, I., and Papageorgiou, L.G. (2016) A mixed integer linear programming model for the optimal operation of a network of gas oil separation plants. Chemical Engineering Research & Design, 111, 147–160. doi: 10.1016/j.cherd.2016.04.015
Liu, S., Farid, S.S., and Papageorgiou, L.G. (2016) Integrated optimization of upstream and downstream processing in biopharmaceutical manufacturing under uncertainty: a chance constrained programming approach. Industrial & Engineering Chemistry Research, 55(16), 4599–4612. doi: 10.1021/acs.iecr.5b04403
Yang, L., Liu, S., Tsoka, S., and Papageorgiou, L.G. (2016) Mathematical programming for piecewise linear regression analysis. Expert Systems with Applications, 44, 156–167. doi: 10.1016/j.eswa.2015.08.034
Yang, L., Liu, S., Tsoka, S., and Papageorgiou, L.G. (2015) Sample re-weighting hyper box classifier for multi-class data classification. Computers & Industrial Engineering, 85, 44–56. doi: 10.1016/j.cie.2015.02.022
Gikas, P., Liu, S., Papageorgiou, L.G., and Konstantopoulou, F. (2015) Optimal planning of water and wastewater management infrastructure for insular areas: the role of water reuse. Water Science and Technology: Water Supply, 15(4), 701–708. doi: 10.2166/ws.2015.017
Liu, S., Simaria, A.S., Farid, S.S., and Papageorgiou, L.G. (2015) Mathematical programming approaches for downstream processing optimisation of biopharmaceuticals. Chemical Engineering Research & Design, 94, 18–31. doi: 10.1016/j.cherd.2014.12.002
Bennett, L., Kittas, A., Liu, S., Papageorgiou, L.G., and Tsoka, S. (2014) Community structure detection for overlapping modules through mathematical programming in protein interaction networks. PLOS ONE, 9(11), e112821. doi: 10.1371/journal.pone.0112821
Liu, S., Yahia, A., and Papageorgiou, L.G. (2014) Optimal production and maintenance planning of biopharmaceutical manufacturing under performance decay. Industrial & Engineering Chemistry Research, 53(44), 17075–17091. doi: 10.1021/ie5008807
Liu, S., Simaria, A.S., Farid, S.S., and Papageorgiou, L.G. (2014) Optimising chromatography strategies of antibody purification processes by mixed integer fractional programming techniques. Computers & Chemical Engineering, 68, 151–164. doi: 10.1016/j.compchemeng.2014.05.005
Zhang, D., Liu, S., and Papageorgiou, L.G. (2014) Fair cost distribution among smart homes with microgrid. Energy Conversion and Management, 80, 498–508. doi: 10.1016/j.enconman.2014.01.012
Liu, S., Sawik, T., and Papageorgiou, L.G. (2014) Corrigendum to "Multiobjective optimisation of production, distribution and capacity planning of global supply chains in the process industry" [Omega 41 (2013) 369-382]. Omega, 44, 149. doi: 10.1016/j.omega.2013.10.007
Liu, S., Simaria, A.S., Farid, S.S., and Papageorgiou, L.G. (2013) Designing cost-effective biopharmaceutical facilities using mixed-integer optimization. Biotechnology Progress, 29(6), 1472–1483. doi: 10.1002/btpr.1795
Liu, S., and Papageorgiou, L.G. (2013) Multiobjective optimisation of production, distribution and capacity planning of global supply chains in the process industry. Omega, 41(2), 369–382. doi: 10.1016/j.omega.2012.03.007 (ESI 高被引论文 Highly Cited Paper; ESI 热点论文 Hot Paper)
Liu, S., Shah, N., and Papageorgiou, L.G. (2012) Multiechelon supply chain planning with sequence-dependent changeovers and price elasticity of demand under uncertainty. AIChE Journal, 58(11), 3390–3403. doi: 10.1002/aic.13732
Bennett, L., Liu, S., Papageorgiou, L.G., and Tsoka, S. (2012) Detection of disjoint and overlapping modules in weighted complex networks. Advances in Complex Systems, 15(5), 1150023. doi: 10.1142/S0219525911500238
Liu, S., Papageorgiou, L.G., and Gikas, P. (2012) Integrated management of non-conventional water resources in anhydrous islands. Water Resources Management, 26(2), 359–375. doi: 10.1007/s11269-011-9921-z
Sousa, R.T., Liu, S., Papageorgiou, L.G., and Shah, N. (2011) Global supply chain planning for pharmaceuticals. Chemical Engineering Research & Design, 89(11), 2396–2409. doi: 10.1016/j.cherd.2011.04.005 (IChemE 哈奇森奖章 Hutchison Medal)
Liu, S., Papageorgiou, L.G., and Gikas, P. (2011) Management of desalinated seawater, wastewater and reclaimed water in insular and geographically isolated areas using optimisation techniques. Desalination and Water Treatment, 33(1–3), 3–13. doi: 10.5004/dwt.2011.2610
Liu, S., Konstantopoulou, F., Gikas, P., and Papageorgiou, L.G. (2011) A mixed integer optimisation approach for integrated water resources management. Computers & Chemical Engineering, 35(5), 858–875. doi: 10.1016/j.compchemeng.2011.01.032
Konstantopoulou, F., Liu, S., Papageorgiou, L.G., and Gikas, P. (2011) Water resources management for Paros island, Greece. International Journal of Sustainable Water and Environmental Systems, 2(1), 1–6.
Liu, S., Pinto, J.M., and Papageorgiou, L.G. (2010) MILP-based approaches for medium-term planning of single-stage continuous multiproduct plants with parallel units. Computational Management Science, 7(4), 407–435. doi: 10.1007/s10287-009-0096-5
Liu, S., Pinto, J.M., and Papageorgiou, L.G. (2010) Single-stage scheduling of multiproduct batch plants: an edible-oil deodorizer case study. Industrial & Engineering Chemistry Research, 49(18), 8657–8669. doi: 10.1021/ie1002137
Liu, S., Pinto, J.M., and Papageorgiou, L.G. (2008) A TSP-based MILP model for medium-term planning of single-stage continuous multiproduct plants. Industrial & Engineering Chemistry Research, 47(20), 7733–7743. doi: 10.1021/ie800646q
刘松崧, 张立平, 邢文训 (2006) 保持新产品最低转售价格最优策略的分析. 运筹与管理, 15(2), 32–36. | Liu, S., Zhang, L., and Xing, W. (2006) Analysis of the optimal strategy for sale systems with new product’s minimum resale price maintenance. Operations Research and Management Science, 15(2), 32–36. doi: 10.3969/j.issn.1007-3221.2006.02.007
专著章节 Refereed Book Chapters
Liu, S., and Papageorgiou, L.G. (2018) Optimal production of biopharmaceutical manufacturing. In: R. Singh, and Z. Yuan (Eds.) Process Systems Engineering for Pharmaceutical Manufacturing, Computer Aided Chemical Engineering, vol. 41. Elsevier. pp. 569–595. doi: 10.1016/B978-0-444-63963-9.00023-3
Zhang, D., Liu, S., and Papageorgiou, L.G. (2017) Energy management of smart homes with microgrid. In: G.M. Kopanos, et al. (Eds.) Advances in Energy Systems Engineering. Springer. pp. 507–533. doi: 10.1007/978-3-319-42803-1_17
会议论文 Refereed Conference Proceedings Papers
Wan, M., Liu, S., Gao, Y., Allmendinger, R., and Yang, Z. (2024) Multiobjective robust optimization of personalized medicine supply chain under transportation time uncertainty. In: X. Li and X. Xu (Eds.) Proceedings of the Eleventh International Forum on Decision Sciences. Springer. in press.
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2019) An MILP model for safe multi-floor process plant layout. In: A.A. Kiss, et al. (Eds.) 29th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 46. Elsevier. pp. 379–384. doi: 10.1016/B978-0-12-818634-3.50064-3
Ejeh, J.O., Liu, S., and Papageorgiou, L.G. (2018) Multi-floor process plant layout using mixed-integer optimisation. In: A. Friedl, et al. (Eds.) 28th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 43. Elsevier. pp. 633–638. doi: 10.1016/B978-0-444-64235-6.50113-3
Koleva, M.N., Liu, S., Styan, C.A., and Papageorgiou, L.G. (2016) Multi-objective optimisation approach for the synthesis of water treatment plants. In: Z. Kravanja, and M. Bogataj (Eds.) 26th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 38. Elsevier. pp. 2379–2384. doi: 10.1016/B978-0-444-63428-3.50401-X
Vieira, M., Liu, S., Pinto-Varela, T., Barbosa-Póvoa, A.P., and Papageorgiou, L.G. (2016) Optimisation of maintenance planning into the production of biopharmaceuticals with performance decay using a continuous-time formulation. In: Z. Kravanja, and M. Bogataj (Eds.) 26th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 38. Elsevier. pp. 1749–1752. doi: 10.1016/B978-0-444-63428-3.50296-4
Liu, S., Fucarino, R., and Papageorgiou, L.G. (2016) Fair transfer prices of global supply chains in the process industry. In: R.J. Fonseca, et al. (Eds.) Computational Management Science: State of the Art 2014, Lecture Notes in Economics and Mathematical Systems, vol. 682. Springer. pp. 141–149. doi: 10.1007/978-3-319-20430-7_18
Liu, S., Gerontas, S., Gruber, D., Turner, R., Titchener-Hooker, N.J., and Papageorgiou, L.G. (2015) Optimal resin selection for integrated chromatographic separations in high-throughput screening. In: K.V. Gernaey, et al. (Eds.) PSE-12/ESCAPE-25, Computer Aided Chemical Engineering, vol. 37. Elsevier. pp. 2207–2212. doi: 10.1016/B978-0-444-63576-1.50062-5
Koleva, M.N., Polykarpou, E.M., Liu, S., Styan, C.A., and Papageorgiou, L.G. (2015) Synthesis of water treatment processes using mixed integer programming. In: K.V. Gernaey, et al. (Eds.) PSE-12/ESCAPE-25, Computer Aided Chemical Engineering, vol. 37. Elsevier. pp. 1379–1384. doi: 10.1016/B978-0-444-63577-8.50075-9
Liu, S., Simaria, A.S., Farid, S.S., and Papageorgiou, L.G. (2014) An optimisation-based approach for biopharmaceutical manufacturing. In: J.J. Klemes, et al. (Eds.) 24th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 33. Elsevier. pp. 1183–1188. doi: 10.1016/B978-0-444-63963-9.00023-3
Liu, S., Konstantopoulou, F., Papageorgiou, L.G., and Gikas, P. (2013) Optimal planning of water and wastewater management infrastructure for insular areas: the role of water reuse. In: Proceedings of the 9th IWA International Conference on Water Reuse, Windhoek, Namibia, 27–31 October 2013.
Liu, S., Simaria, A.S., Farid, S.S., and Papageorgiou, L.G. (2013) Mixed integer optimisation of antibody purification processes. In: A. Kraslawski, and I. Turunen (Eds.) 23rd European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 32. Elsevier. pp. 157–162. doi: 10.1016/B978-0-444-63234-0.50027-0
Konstantopoulou, F., Liu, S., Papageorgiou, L.G., and Gikas, P. (2012) The utilization of non conventional water resources to subsidize insufficient water balances: case study for Santorini Island, Greece. In: Proceedings of the 5th Engineering Conference: Engineering Towards Change - Empowering Green Solutions (ENCON 2012), Kuching, Sarawak, Malaysia, 10–12 July 2012.
Kornelaki, E., Gikas, P., Liu, S., and Papageorgiou, L.G. (2012) An MILP model application for municipal water reuse at the municipality of Kasteli, Crete, Greece. In: K.L. Katsifarakis, et al. (Eds.) Proceedings of the Protection and Restoration of the Environment XI (PRE11), Thessaloniki, Greece, 3–6 July 2012. pp. 193–202.
Bennett, L., Liu, S., Papageorgiou, L.G., and Tsoka, S. (2012) A mathematical programming approach to community structure detection in complex networks. In: I.D.L. Bogle, and M. Fairweather (Eds.) 22nd European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 30. Elsevier. pp. 1387–1391. doi: 10.1016/B978-0-444-59520-1.50136-6
Liu, S., Gikas, P., and Papageorgiou, L.G. (2012) A two-step optimisation approach for integrated water resources management. In: I.D.L. Bogle, and M. Fairweather (Eds.) 22nd European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 30. Elsevier. pp. 96–100. doi: 10.1016/B978-0-444-59519-5.50020-4
Ejikeme-Ugwu, E., Liu, S., and Wang, M. (2011) Integrated refinery planning under product demand uncertainty. In: E.N. Pistikopoulos, et al. (Eds.) 21st European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 29. Elsevier. pp. 950–954. doi: 10.1016/B978-0-444-53711-9.50190-5
Liu, S., Gikas, P., and Papageorgiou, L.G. (2010) An optimisation-based approach for integrated water resources management. In: S. Pierucci, and G. Buzzi Ferraris (Eds.) 20th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 28. Elsevier. pp. 1075–1080. doi: 10.1016/S1570-7946(10)28180-4
Gikas, P., Liu, S., and Papageorgiou, L.G. (2009) Integrated management of desalinated and reclaimed water in water deficient islands. In: Proceedings of the 7th IWA World Congress on Water Reclamation and Reuse (Reuse09), Brisbane, Australia, 21–24 September 2009.
Gikas, P., Liu, S., and Papageorgiou, L.G. (2009) Optimisation of water resources management for insular and geographically isolated areas. In: A. Kungolos, et al. (Eds.) Proceedings of the 2nd International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2009) & SECOTOX Conference, Mykonos, Greece, 21–26 June 2009. Grafima Publications. pp. 1625–1630.
Liu, S., Pinto, J.M., and Papageorgiou, L.G. (2009) Medium-term planning of multistage multiproduct continuous plants using mixed integer optimisation. In: J. Jezowski, and J. Thullie (Eds.) 19th European Symposium on Computer Aided Process Engineering, Computer Aided Chemical Engineering, vol. 26. Elsevier. pp. 393–398. doi: 10.1016/S1570-7946(09)70066-5
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