Awards & distinctions
- 2025 World's Top 2% Scientists 2025
- 2024 1st Place of Innovative Practices in Service Systems Award, IISE Annual Conference 2024
- 2024 Best Article Award in Sustainable Supply Chain, by FRANCE SUPPLY CHAIN by A
- 2023 “Best Reviewer Award 2023” journal OMEGA (ELSVIER)
- 2023 The Top Review 2023 award from International Journal of Production Research (Taylor & Francis)
- 2017 Physical Internet Pioneer Award, IPIC2017, Graz, Austria
- 2016 The Merit Paper Award, at the conference CIEDH2016 & IISEAsia2016, Hong Kong
- 2016 Emerald Citations of Excellence Awards (by Emerald Group Publishing)
- 2016 Co-PI of project “Collaborative Routing Center” awarded “Grand Prix Rois de la Supply Chain”
- 2015 The Best Student Paper Award, INCOM2015, Ottawa (co-authored with PhD student Yanyan Yang)
- 2013 Co-PI of project “Physical Internet Simulation” awarded international cooperation prize, PREDIT 4
- 2010 Chinese Government Award for Outstanding Self-Financed Students Abroad
- 2009 The Best Industrial Engineering Research Paper, IESM2009, Montreal, Canada
- 2009 The Most Valuable Research Contribution Paper (Student Competition), IESM2009, Montreal
Team
Logistics and Supply Chain Management
Biography
Shenle Pan is a Full Professor (holding Habilitation and Engineering Degree) in logistics and supply chain management at MINES Paris, PSL University, France. He serves as Co-Director of the Physical Internet Chair and Associate Head of the Center for Management Science. Since 2010, he has led/co-led over 20 research projects funded by EU programs (HE, H2020, FP7), French national programs (ANR, PIA, ADEME), and industry partners. He has published more than 100 peer-reviewed papers and guest-edited six special issues in leading academic journals. He is a member of the Advisory Board of the Journal of Transportation Research Part E and an Associate Editor of the Journal of Intelligent Manufacturing. His research focuses on sustainable and resilient logistics and supply chains, the Physical Internet, and smart city logistics, with methodological expertise in Operations Research, data analytics, AI-driven decision-making, and semantics and digital twins. His contributions have earned multiple best paper and project awards, and he was included in the 2024/2025 Stanford/Elsevier Top 2% Scientists. He also regularly serves as a reviewer for academic journals and as an evaluator for research proposals across various countries and regions.
Publication(s)
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2026
Multi-product reconfigurable disassembly line balancing and lot-sizing optimisation under uncertainty DOI : 10.1080/00207543.2026.2696436
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2026
Artificial intelligence in logistics and supply chain operations: state-of-the-art and research avenues towards AI-empowered Physical Internet DOI : 10.1080/13675567.2026.2685107
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2026
Multi-type consigned spare parts replenishment decisions of manufacturers considering on-site storage location constraint and demand forecast accuracy Author links open overlay panel DOI : 10.1016/j.cie.2026.112165
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2026
LLM-Augmented Strategic Framing for PI-Oriented Supply Chain Networks DOI : 10.35090/gatech/13312
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2026
Operations with physical internet DOI : 10.1016/B978-0-443-28993-4.00171-2
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2025
Resilience of global supply chains with logistics service uncertainty: Onshoring versus offshoring strategy DOI : 10.1016/j.tre.2025.104416
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2025
Towards cyber-physical internet: A systematic review, fundamental model and future perspectives DOI : 10.1016/j.tre.2025.104051
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2025
BLOCKCHAIN FOR LOGISTICS 4.0: A SYSTEMATIC REVIEW AND PROSPECTS DOI : 10.1016/j.tre.2025.104269
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2025
Operating policies for robotic cellular warehousing systems DOI : 10.1016/j.tre.2024.103875
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2025
New normal, new norms: Towards sustainable and resilient global logistics and supply chain management DOI : 10.1016/j.tre.2025.104276
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2025
Federated digital twins platform for smart city logistics: A knowledge-driven approach DOI : 10.1016/j.ijpe.2025.109772
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2024
Contribution of digitalization to reducing the environmental footprint of freight transportation: Challenges and levers
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2024
Resilience Analysis of Multi-modal Logistics Service Network Through Robust Optimization with Budget-of-Uncertainty DOI : 10.1016/j.ifacol.2024.09.222
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2024
Unveiling the potential of digital twins in logistics and supply chain management: Services, capabilities, and research opportunities DOI : 10.1016/j.dte.2024.100025
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2024
Smart City Logistics Enabled by Digital Twins and Semantic Technologies DOI : 10.1007/978-3-031-53445-4_35
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2024
Blockchain Technology for Logistics Collaboration in Physical Internet DOI : 10.1109/ICaMaL62577.2024.10919774
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2023
Cognitive digital twins for freight parking management in last mile delivery under smart cities paradigm DOI : 10.1016/j.compind.2023.104022
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2023
Robust Optimization for Perishable Product Distribution under Uncertainty of Multimodal Transportation Services DOI : 10.1016/j.ifacol.2023.10.1159
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2022
Towards designing and operating physical internet cross-docks: Problem specifications and research perspectives DOI : 10.1016/j.omega.2022.102641
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2022
The impact of gamification on teaching and learning Physical Internet: a quasi-experimental study DOI : 10.1108/IMDS-09-2021-0600
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2022
Perishable product bundling with logistics uncertainty: Solution based on physical internet DOI : 10.1016/j.ijpe.2021.108386
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2022
Decentralized Procurement Mechanisms for Efficient Logistics Services Mapping - a Design Science Research Approach
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2022
Citywide package deliveries via crowdshipping: minimizing the efforts from crowdsourcers DOI : 10.1007/s11704-021-0568-5
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2022
Impact of industrial cyber-physical systems on global and interconnected logistics DOI : 10.1002/9781119987420.ch12
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2022
Guest editorial: Towards large-scale industry-wide physical internet deployment DOI : 10.1108/IMDS-06-2022-810
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2021
Digital interoperability and transformation in logistics and supply chain management: Editorial DOI : 10.1016/j.compind.2021.103462
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2021
The Physical Internet and Logistics DOI : 10.1016/B978-0-08-102671-7.10288-X
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2021
Digital interoperability in logistics and supply chain management: state-of-the-art and research avenues towards Physical Internet DOI : 10.1016/j.compind.2021.103435
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2021
Smart city for sustainable urban freight logistics DOI : 10.1080/00207543.2021.1893970
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2021
Digital Twin-Driven Approach for Smart City Logistics: The Case of Freight Parking Management DOI : 10.1007/978-3-030-85910-7_25
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2020
L’apport de la théorie de la conception à la gestion de crise L’exemple d’une war room créative et activatrice face à la Covid-19 DOI : 10.3166/RFG.2021.00498
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2020
A real-time data-driven collaborative mechanism in fixed-position assembly systems for smart manufacturing DOI : 10.1016/j.rcim.2019.101841
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2020
Rule-based incentive mechanism design for a decentralised collaborative transport network DOI : 10.1080/00207543.2019.1693658
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2020
Revenue optimization for less-than-truckload carriers in the Physical Internet: dynamic pricing and request selection DOI : 10.1016/j.cie.2018.12.010
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2019
Dynamic pricing for carriers in physical internet with peak demand forecasting DOI : 10.1016/j.ifacol.2019.11.439
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2019
The price of anarchy for centralising or decentralising freight transport organisation through serious gaming DOI : 10.1016/j.ifacol.2019.11.438
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2019
Smart product-service systems in interoperable logistics: Design and implementation prospects DOI : 10.1016/j.aei.2019.100996
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2019
Freight transportation service procurement: A literature review and future research opportunities in omnichannel E-commerce DOI : 10.1016/j.tre.2019.03.021
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2019
Dynamic pricing model for less-than-truckload carriers in the Physical Internet DOI : 10.1007/s10845-016-1289-8
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2019
Opportunities of product-service system in physical internet DOI : 10.1016/j.procir.2019.03.107
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2019
Horizontal collaborative transport: survey of solutions and practical implementation issues DOI : 10.1080/00207543.2019.1574040
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2017
Freight Transportation Resilience Enabled by Physical Internet DOI : 10.1016/j.ifacol.2017.08.197
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2017
Physical Internet and interconnected logistics services: research and applications DOI : 10.1080/00207543.2017.1302620
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2017
Using taxis to collect citywide E-commerce reverse flows: a crowdsourcing solution DOI : 10.1080/00207543.2016.1173258
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2017
Mitigating supply chain disruptions through interconnected logistics services in the Physical Internet DOI : 10.1080/00207543.2016.1223379
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2017
Using customer-related data to enhance e-grocery home delivery DOI : 10.1108/IMDS-10-2016-0432
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2017
Mechanisms for freight transportation service procurement: A literature-based analysis
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2017
Innovative vendor-managed inventory strategy exploiting interconnected logistics services in the Physical Internet DOI : 10.1080/00207543.2016.1275871
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2017
Specifying self-organising logistics system: Openness, intelligence, and decentralised control DOI : 10.1007/978-3-319-51100-9_9
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2017
Optimization of less-than-truckload request pricing and selection for carrier in physical internet
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2016
Using the crowd of taxis to last mile delivery in e-commerce: A methodological research DOI : 10.1007/978-3-319-30337-6_6
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2016
Mining customer-related data to enhance home delivery in ecommerce: An experimental study
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2016
On the activeness of intelligent Physical Internet containers DOI : 10.1016/j.compind.2015.12.006
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2015
A crowdsourcing solution to collect e-commerce reverse flows in metropolitan areas DOI : 10.1016/j.ifacol.2015.06.379
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2015
Perspectives of inventory control models in the Physical Internet: A simulation study DOI : 10.1016/j.cie.2014.11.027
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2015
Open tracing container repositioning simulation optimization: A case study of FMCG supply chain DOI : 10.1007/978-3-319-15159-5_26
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2015
A model to take advantage of Physical Internet for vendor inventory management DOI : 10.1016/j.ifacol.2015.06.380
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2014
Auction based transport services allocation in physical internet: A simulation framework
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2014
Environmental and economic issues arising from the pooling of SMEs' supply chains: Case study of the food industry in western France DOI : 10.1007/s10696-012-9162-3
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2014
Analogies between Internet network and logistics service networks: challenges involved in the interconnection DOI : 10.1007/s10845-012-0697-7
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2014
Interconnected logistic networks and protocols: Simulation-based efficiency assessment DOI : 10.1080/00207543.2013.865853
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2013
Performance assessment of distributed inventory in physical internet
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2013
A sharing mechanism for superadditive and non-superadditive logistics cooperation
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2013
The reduction of greenhouse gas emissions from freight transport by pooling supply chains DOI : 10.1016/j.ijpe.2010.10.023
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2012
Allocation of transportation Cost & CO2 Emission in pooled supply chains using cooperative game theory DOI : 10.3182/20120523-3-RO-2023.00078
Projects
- PI/co-PI/co-I for more than 20 projects since 2010 (EU, ANR, ADEME, PIA, Industrial, International collaboration, etc.) - EU funds: IKIGAI(HE), ASAP(H2020 ERA-NET), Clusters 2.0(H2020), SENSE(H2020), MODULUSHCA(FP7), CO3(FP7) - Physical Internet Chair (since 2016, industrial funds) - ANR/RGCHK collaborative project: CyberRO (2025-2029) - ANR funds: PI-Co-modality, PI-Nuts - CARNOT: Emergency logistics with PI, Smart Freight, e-Fuels supply chain, e-health, Logistics 4.0, etc. - Enhancing logistics flexibility in e-commerce (2016/17, PSL-Cambridge scheme) - PIA: CRC Open Network, VegeSupply, Collaborative Routing Centre Service, OTC-KAYPAL - PREDIT 4: Physical Internet Simulation (2010)
Teaching
Elective Course Period (October and January)
Production and Logistics Systems
The course is divided into three main sections. First, the course addresses major strategic and tactical decisions in production management: sourcing choices; capacity-related decisions; and production organization. The course then covers the principles of production planning and scheduling. Finally, the last part of the course is devoted to just-in-time approaches (kanban, etc.), quality, and supply chain management. The course is taught by faculty members from Mines Paristech, as well as by industry experts and high-level consultants.
Sustainable Logistics
The course is divided into three main parts: First, the course examines the current structure of logistics networks, as well as the trends and environmental challenges posed by these largely essential activities. The course then explores alternative organizational models and focuses on the interconnection of logistics networks as a means of overcoming certain current conflicts. Finally, the last part of the course is devoted to examining the implications of this new approach for various aspects of logistics networks: material handling, information systems, inventory management, network design, business models, and intermediation platforms.
Production and Logistics Systems (PLS) track
In the second year: Introduction to Production Systems and Logistics: MP14 course, November ATHENS session – S3; Hands-on exploration of production systems and logistics: a 2-week pre-track program in February consisting of lectures, presentations by experts, and themed visits (Airbus, Amazon, Carrefour, FM Logistic, General Electric, La Poste, Louis Vuitton, Pomona, Renault-Nissan…) – S4. In the third year: In-depth study of production systems and logistics: a month-long elective in October consisting of one week on planning, one week on simulation, one week on operational excellence and sustainable development, and one week of an industrial field assignment abroad (2014: Brazil; 2015: Thailand; 2016: China) – S5. Applied training in logistics assessment: 2 weeks in January alternating between applied training on the automotive industry standard Global MMOG/LE and its practical implementation at an industrial site – S6. In-depth study of the global supply chain: ES S9816, block 4D – S6. Elective Project – S6. Some representative elective topics covered in recent years: Economic and environmental assessment of the Bercy advanced logistics hub. In collaboration with SAMADA - MONOPRIX. Analysis of the ramp-up of an automotive assembly line. In collaboration with PSA. Implementation of a tool to optimize supply chain management for a car manufacturer’s European plants. In collaboration with RENAULT. Design of logistics plans for importing furniture from China. In collaboration with SAMAS. Logistics for the reconstruction of a village near Banda Aceh (Indonesia) following the tsunami. In collaboration with LAFARGE. Scheduling of advertising spots to maximize revenue and customer service. In collaboration with FRANCE TÉLÉVISION PUBLICITÉ. Improvement of urgent order processing in the jewelry sector. In collaboration with CARTIER. Analysis of vehicle import processes in Japan. In collaboration with NISSAN MOTORS. Implementation of a new logistics strategy through the management of solar products. In collaboration with L'OREAL. Simulation of performance indicators in the microprocessor industry. In collaboration with MIT and INTEL. Audit of supply chain logistics models. In collaboration with LOUIS VUITTON. Specific Features of the Track: The SPL track in the third year consists of: a period of classes and lectures (1/3 of the time), industrial visits (1/3 of the time), and a team-based logistics audit at companies (1/3 of the time). This educational progression prepares students for the elective project and the elective internship. It has the same duration as the other electives (a one-week vacation make-up in January) but runs continuously from late March to late June, which may allow for internships abroad during the third year
PhD supervision
- 2025 Contribution to the design and modeling of robust supply chain networks, assisted by artificial intelligence BEN MERIEM Ghada
- 2023 An Architecture and Decision-Making Framework for Digital Twins in Open Cyber-Physical Systems Miriam Zawadi Muchika
- 2021 Resilience of multimodal logistics service networks: diagnostics and improvement strategies, and evaluation of the impact on global supply chains PANG Yaxin
- 2019 Cognitive Smart City Logistics: A New Approach to Sustainable Last-Mile Delivery in the Digital Age LIU Yu
- 2016 Logistics transport network opening: design and investigation of interconnection models, potentials and applicability LAFKIHI Mariam
- 2015 Revenue Management for logistics service providers in the physical internet: freight carriers as a case QIAO Bin
