Faculty

Institution

Unit

Venue

Linwei Xin

Associate Professor of Operations Management

University of Chicago

Affiliations

Chicago Booth School of Business

Operations Management

Linwei Xin is currently serving as a Chicago Booth School Of Business Associate Professor of Operations Management at University of Chicago.

Honors

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Experiences

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Education

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Linwei Xin

University of Chicago

Associate Professor of Operations Management

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operations research inventory management applied mathematics supply chain management operation management logistics inventory control quantitative management logistics management economics mathematical optimization systems engineering social sciences stochastic process machine learning social science research supply chain optimization risk management mathematical programming electronic commerce robust optimization demand forecasting lead time lost-sales inventory models uncertainty quantification uncertainty analysis control optimization purchasing supply management real-time decision-making logistics service queueing theory e-procurement online customer behavior robust inventory models recommender systems economic modelling production economics human decision process behavioral decision making decision science service management economic analysis power engineering power system optimization applied social science stochastic optimization cost allocations ai adoption demand management distributed decision making pricing policy dynamic pricing vehicle routing problems supply networks business forecasting intelligent classification parametric programming foraging habitat management wildlife management supply chain disruptions lead time difference dual-sourcing inventory systems dynamic line rating lost sales models optimality gap capped base-stock policies inventory constraints assortment planning deterministic approximation sequential service-level constraints inventory systems dynamic recommendation inventory constraint

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Bitter Lesson for Retail Demand Forecasting: Evidence From Fine-Tuning Foundation Models. SSRN Electronic Journal (2026)

business forecastingdemand forecastingmarketingfinancebusiness analyticsmarket (economics)quantitative managementconsumer researchbusiness

Online Order Fulfillment With Replenishment. Open MIND (2026)

logisticsmarketinglogistics managemente-procurementoperation managementsupply chain management

DEEPSTOCK: Reinforcement Learning With Policy Regularizations for Inventory Management. SSRN Electronic Journal (2025)

financeinventory managementinventory controlcontrol optimizationmachine learningquantitative managementreinforcement learningoperation managementoperations researchmathematical optimization

Flock Management for Solar Grazing. SSRN Electronic Journal (2025)

Vincent SlaughLinwei XinShane G. Henderson

foragingecologyhabitat managementwildlifewildlife managementnatural resource managementflock management

Hidden Convexity in Queueing Models. ArXiv.org (2025)

computer sciencequeueing theoryapplied probabilitystochastic processprobability theoryapplied mathematicsmathematical optimization

Losing Sales to Gain: Mitigating Demand Spillover in Inventory Networks. SSRN Electronic Journal (2025)

financial analysisfinancefinance researchinventory managementlogistics managementsupply chain disruptionsoperational efficiencyoperation managementbusinesssupply chain management

Multi-Item Online Order Fulfillment in a Two-Layer Network. Operations Research (2025)

logisticsmarketingsupply networkslogistics managemente-procurementoperation managementsupply managementoperations researchlogistics serviceservice management

Designing Sparse Graphs for Stochastic Matching With an Application to Middle-Mile Transportation Management. Management Science (2024)

logisticsnetwork analysislogistics managementgraph theorydata sciencevehicle routing problemsoperations research

Ucb-Type Learning Algorithms With Kaplan–Meier Estimator for Lost-Sales Inventory Models With Lead Times. Operations Research (2024)

Chengyi LyuHuanan ZhangLinwei Xin

logisticskaplan-meier estimatorlead timesinventory managementmachine learninglost-sales inventory modelsoperations researchapplied mathematics

Vc Theory for Inventory Policies. SSRN Electronic Journal (2024)

Yaqi XieWill MaLinwei Xin

inventory policieseconomicsvc theory

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Linwei Xin

Associate Professor of Operations Management

University of Chicago

Affiliations

Chicago Booth School of Business

Operations Management

Linwei Xin is currently serving as a Chicago Booth School Of Business Associate Professor of Operations Management at University of Chicago.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Linwei Xin

University of Chicago

Associate Professor of Operations Management

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Bitter Lesson for Retail Demand Forecasting: Evidence From Fine-Tuning Foundation Models. SSRN Electronic Journal (2026)

business forecastingdemand forecastingmarketingfinancebusiness analyticsmarket (economics)quantitative managementconsumer researchbusiness

Online Order Fulfillment With Replenishment. Open MIND (2026)

logisticsmarketinglogistics managemente-procurementoperation managementsupply chain management

DEEPSTOCK: Reinforcement Learning With Policy Regularizations for Inventory Management. SSRN Electronic Journal (2025)

financeinventory managementinventory controlcontrol optimizationmachine learningquantitative managementreinforcement learningoperation managementoperations researchmathematical optimization

Flock Management for Solar Grazing. SSRN Electronic Journal (2025)

Vincent SlaughLinwei XinShane G. Henderson

foragingecologyhabitat managementwildlifewildlife managementnatural resource managementflock management

Hidden Convexity in Queueing Models. ArXiv.org (2025)

computer sciencequeueing theoryapplied probabilitystochastic processprobability theoryapplied mathematicsmathematical optimization

Losing Sales to Gain: Mitigating Demand Spillover in Inventory Networks. SSRN Electronic Journal (2025)

financial analysisfinancefinance researchinventory managementlogistics managementsupply chain disruptionsoperational efficiencyoperation managementbusinesssupply chain management

Multi-Item Online Order Fulfillment in a Two-Layer Network. Operations Research (2025)

logisticsmarketingsupply networkslogistics managemente-procurementoperation managementsupply managementoperations researchlogistics serviceservice management

Designing Sparse Graphs for Stochastic Matching With an Application to Middle-Mile Transportation Management. Management Science (2024)

logisticsnetwork analysislogistics managementgraph theorydata sciencevehicle routing problemsoperations research

Ucb-Type Learning Algorithms With Kaplan–Meier Estimator for Lost-Sales Inventory Models With Lead Times. Operations Research (2024)

Chengyi LyuHuanan ZhangLinwei Xin

logisticskaplan-meier estimatorlead timesinventory managementmachine learninglost-sales inventory modelsoperations researchapplied mathematics

Vc Theory for Inventory Policies. SSRN Electronic Journal (2024)

Yaqi XieWill MaLinwei Xin

inventory policieseconomicsvc theory

1
2
3
4
5
10 / page

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Similar Faculty Members

Sunil Chopra

Institution

Northwestern University

applied mathematics

supply chain management

Omar El Housni

Institution

Cornell University

dynamic robust optimization

quantitative management

Achal Bassamboo

Institution

Northwestern University

management

operations research

Philip M. Kaminsky

Institution

University of California, Berkeley

manufacturing system

production planning

Lingxiu Dong

Institution

Washington University in St. Louis

clean technology development

supply chain resilience

Candace Arai Yano

Institution

University of California, Berkeley

supply chain management

logistics

Jiawei Zhang

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New York University

management analytics

quantitative management

Mustafa Akan

Institution

Carnegie Mellon University

general systems

mathematics education

Marshall L. Fisher

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University of Pennsylvania

business

applied mathematics

Morris A. Cohen

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logistics

business