Research Support

• Schneider Electric "Unified View of Demand for Schneider Electric," 2023-2024
• PwC "Impact of Localization on Supply Chains," 2023-2024
• NSF through U. of Massachusetts-Amherst, "Price and Lead Time Quotation for Make-to-Order Products and Services with Contingent Demand and Demand Learning," 2022-2025
• Zebra, "Distributed Order Management - KPI modulation," 2021-2023
• Accenture, "Stress Test for Supply Chain Resiliency," 2021-2022
• DENSO, "Supply Chain Risk & Resiliency," 2021-2022
• Mango, "Optimize purchase recommendation for Mango," 2021-2022
• B.Tech, "Price optimization," 2020-2021
• Accenture, "Inventory Placement Optimization," 2020-2022.
• Accenture, "Supply Chain Resiliency," 2020-2022.
• Accenture, "Explainable AI," 2019-2021.
• IBM, "Foundations of Online Resource Allocation," 2019-2021.
• Oracle, "Dynamic Learning and Price Optimization with Endogeneity Effect-Part 2," 2018-2020.
• Swiss Re, "Optimizing Offering in the Insurance Industry," 2018-2019.
• BMW, "Pricing of Used Cars," 2018-2019
• Coppel, "Price Optimization," 2018-2019
• Zalando, "Dynamic Pricing: Forecasting, Learning and Optimizing," 2018-2019.
• JDA, "Research Collaboration in Supply Chain and Retail Analytics" 2018-2021
• Western Digital, "The Bullwhip Effect in a High-Tech Supply Chain," 2017-2018.
• Mitsubishi Electric," Large Scale Holistic Optimization for Home Delivery Service Systems," 2016-2017.
• Overstock, "Pricing at Overstock," 2016-2017.
• InBev, "Optimizing Price Promotion," 2016-2017.
• Oracle, "Dynamic Learning and Price Optimization with Endogeneity Effect," 2016-2017.
• Nanjing Samples Technologies, "Designing Future Logistics Networks with APT," 2016.
• Ford, "Revenue management by dynamic pricing and bundle pricing for parking and related mobility," 2016-2018.
• Ford, "Mitigating Disruption Risk for Electronic Components," 2015-2017.
• Accenture, "Business Process Outsourcing Research Program," 2014-2015.
• United Technologies, "Modeling of Global Supply Chain," 2014-2015.
• Boeing, "Identifying and Reducing Risk in Boeing Global Supply Chain," 2014-2015.
• PricewaterhouseCooper, "Operational and Supply Chain Risk Research Project," 2012-2013
• Ford, "Methods and Tools to Analyze and Optimize Ford Supply Chain Flexibility: Applicaitons to Electric and Hybrid Vehicles" 2012-2013
• GE, "Supply Chain Systems Optimization" 2011-2012
• SAP, "Demand Forecasting without POS Data using In-Memory Technology" 2011-2012
• Bayer Business Services, "Lean Production" 2010-2011
• TruEconomy, "SCM and the Agenda of the CEO and COO" 2009.
• MIT/MIST, "Sustainable Supply Chain Networks Design: Recycling and Waste Management Systems Optimization" 2009-2010.
• DHL, "Supply Chain for Mobile Communcation Devices" 2008-2009.
• Nantional Science Foundation, ”Nearly Optimal Solutions to Stochastic Optimization Problems” (co-PI with Jim Orlin) August 2008 - July 2011.
• Accenture, ”High Performing Supply Chains” 2008.
• Plasma, Protein, Therapuetics Association (PPTA), "Analysis of ePedigree and Channel Integrity" 2008-2009.
• TruEconomy, ”Analysis of Supply Chains in Europe” 2008.
• SAP, ”Demand Forecasting without POS Data” 2008.
• General Motors Corporation, "Flexibility in Global Supply Base Design" 2006-2007.
• NASA, "Interplanetary Supply Chain Management and Logistics Architectures" 2005-2007 (co-PI with Olivier de Weck).
• British Petroleum, "Managing Risk for Complex Oil Projects." January 2005- December 2005 (co-PI with Patrick Jaillet).
• The Pepsi Bottling Group, "Inventory Optimization" December 2004 - May 2005.
• National Science Foundation, Coordinating Inventory Control and Pricing Strategies, July 2003 - June 2006.
• Department of Defense, Shelf-Life Simulation, March 2003 - June 2003.
• Michelin, Push-Pull Supply Chain Strategies, March 2003 - September 2003.
• Xerox, Push-Pull Supply Chain Strategies, September 2002 - September 2004.
• SAP, Forum on Supply Chain Innovation, January 2002 - December 2005.
• eBusiness Center, "Dynamic Pricing to Improve Supply Chain Performance" September 2000-August 2001.
• Office of Naval Research. "Theoretical Analysis and Practical Algorithms for Large-Scale Distribution and Logistics Problems" January 2001- December 2003.
• National Science Foundation, "Transportation, Logistics, and the Internet: New Challenges and Opportunities" (co-PI with Cynthia Barnhart) August 2000-August 2001.
• General Motors Corporation, "Setting Forecasts and Initial Order Quantities for Spare Parts" March 2000- August 2000.
• General Motors Corporation, "Effect of Make-To-Order on Supply Chain Performance" January 2000- July 2000.
• General Motors Corporation, "Applied Pricing Research for CAFE and Vehicle Distribution" January 1999- May 2000.
• Office of Naval Research. "Theoretical Analysis and Practical Algorithms for Large-Scale Distribution and Logistics Problems" Febraury 1999- January 2002.
• National Science Foundation, "Development and Analysis of Robust and Efficient Algorithms for Large Scale Production/Distribution Systems" July 1998-July 2001.
• Port of Singapore Authority. "AGV Routing: Algorithms Development" (co-PI with Barry Nelson) November 1996- December 1997.
• JGC Corporation of Japan. "Scenario Generation and Evaluation of Discrete-Event Simulation" (co-PI with Barry Nelson) October 1996- March 1997.
• Office of Naval Research. "Theoretical Analysis and Practical Algorithms for Large-Scale Distribution and Strike-Routing Problems" Febraury 1996- October 1998.
• S&C Electric, Development of a computerized system for production scheduling, (co-PI with Yehuda Bassok) 1994-1997.
• National Science Foundation, ``Engineering Research Equipment: A Multi-Processor Computing Facility for Large Scale Optimization'' (co-PI with Robert Fourer and Sanjay Mehrotra) September 1994-September 1995.
• National Science Foundation, "Development and Analysis of Robust and Efficient Algorithms for Vehicle Routing" July 1994-July 1997.
• Office of Naval Research. "Analytical Analysis of Vehicle Routing and Inventory Routing Problems" October 1992- December 1995.
• National Science Foundation, "Workshop on Global Distribution Management'' February 1993.
• National Science Foundation, "Analytical Analysis of Vehicle Routing and Inventory Routing Problems" August 1990-August 1993.
• Office of Naval Research, "Analytical Analysis of Vehicle Routing and Inventory Routing Problems" May 1990-September 1992.
• Center for Telecommunication Research, June 1987-May 1994.