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Dr. Berk Gorgulu

Assistant Professor

Department / Academic Area

Faculty, Operations Management

Email

gorgulub@mcmaster.ca

Phone

DSB: 27998

Biography

Dr. Gorgulu's research focuses on data-driven optimization with applications to healthcare and public operations. His research focuses on constructing data-driven, realistic models and developing predictive and prescriptive analytics to support decision-making under uncertainty. His research methodologies include stochastic modeling and optimization, queueing theory, interpretable machine learning, and Markov decision processes. From a practical point of view, he has been collaborating with practitioners from different healthcare organizations to identify problems with real-world impact and develop implementable solutions. His research has been funded by several funding agencies including NSERC and SSHRC. He teaches statistics, predictive analytics and optimization.

Articles

A lightbulb with a glowing brain inside instead of a filament, sparking with light.
September 26, 2025 · ACCOUNTING AND FINANCIAL MANAGEMENT | ALA MOKHTAR | ALFRED LIU | ASHISH PUJARI | BENSON HONIG | BERK GORGULU | CANSU EKMEKCIOGLU | CATHERINE CONNELLY | CHRISTINE LESAGE | FINANCE AND BUSINESS ECONOMICS | HUMAN RESOURCES AND MANAGEMENT | INFORMATION SYSTEMS | KHALED HASSANEIN | LINGLING SHI | MANISH VERMA | MARKETING | MILENA HEAD | OPERATIONS MANAGEMENT | RUHAI WU | SEAN O'BRADY | SHANE SAUNDERSON | SUDIPTO SARKAR | TRISH RUEBOTTOM | YAIR BERSON | YOONTAE JEON | YUN ZHOU

Celebrating DeGroote grant success in 2025

A collage featuring 12 newly hired DeGroote faculty members in business attire.
March 5, 2024 · ALA MOKHTAR | BEHROUZ BAKHTIARI | BERK GORGULU | DEGROOTE STRATEGIC PLAN | IRIS WANG | JUKYEONG HAN | KEIWAN WIND | LINGLING SHI | MEENA ANDIAPPAN | PAVITHRA BALAJI | QIAN YANG | RESEARCH | TEACHING AND LEARNING | WAQUAR AHMAD | WILLIAM HUGGINS

Welcoming New Faculty Across the DeGroote School of Business

Links

Personal Website  
Google Scholar  

Publications

Journals

Inventory Management With Advance Booking Information: The Case Of Surgical Supplies And Elective Surgeries

Jacky Chan    Berk Gorgulu    Vahid Sarhangian

Journal     2024

Manufacturing & Service Operations Management

Column Generation-based Prototype Learning For Optimizing Area Under The Receiver Operating Characteristic Curve

Erhan c Ozcan    Berk Gorgulu    Mustafa g Baydogan

Journal     2024

European Journal Of Operational Research

What Causes Delays In Admission To Rehabilitation Care? A Structural Estimation Approach

Jing Dong    Berk Gorgulu    Vahid Sarhangian

Journal     2024

Manufacturing & Service Operations Management

Association Between Delayed Discharge From Acute Care And Rehabilitation Outcomes And Length Of Stay: A Retrospective Cohort Study

Berk Gorgulu    Jing Dong    Karen Hunter    Krista m Bettio    Betty Vukusic    Jonathan Ranisau    Gary Spencer    Terence Tang    Vahid Sarhangian

Journal     2023

Archives Of Physical Medicine And Rehabilitation

View more

Other

Augmented Out-of-sample Comparison Method For Time Series Forecasting Techniques

Igor Ilic    Berk Gorgulu    Mucahit Cevik

2020

Tags:   BERK GORGULU FULL TIME FACULTY OPERATIONS MANAGEMENT
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