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Bo Lin

National University of Singapore (NUS) - Department of Industrial & Systems Engineering

10 Kent Ridge Crescent

Singapore, 115260

Singapore

  • National University of Singapore (NUS) - Department of Industrial & Systems Engineering

SCHOLARLY PAPERS

5

DOWNLOADS

1,504

TOTAL CITATIONS

5

Scholarly Papers (5)

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1.

Conformal Inverse Optimization for Adherence-aware Prescriptive Analytics

Number of pages: 69 Posted: 07 Nov 2024 Last Revised: 11 Jul 2026
Timothy Chan, Erick Delage and Bo Lin
University of Toronto, Mechanical and Industrial Engineering Department, HEC Montreal and National University of Singapore (NUS) - Department of Industrial & Systems Engineering
Downloads 668 (103,317)
Citation 2

Abstract:

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inverse optimization, robust optimization, prescriptive analytics, human-AI collaboration

2.

Exploring the Geographical Equity-Efficiency Tradeoff in Cycling Infrastructure Planning

Journal of Transport Geography, volume 121, 2024[10.1016/j.jtrangeo.2024.104010]
Number of pages: 56 Posted: 18 Jan 2024
Madeleine Bonsma-Fisher, Bo Lin, Timothy Chan and Shoshanna Saxe
University of Toronto - Department of Civil & Mineral Engineering, National University of Singapore (NUS) - Department of Industrial & Systems Engineering, University of Toronto, Mechanical and Industrial Engineering Department and University of Toronto
Downloads 415 (176,035)
Citation 3

Abstract:

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cycling, infrastructure, equity

3.

Machine Learning-Augmented Optimization of Large Bilevel and Two-stage Stochastic Programs: Application to Cycling Network Design

Manufacturing & Service Operations Management, 0[10.1287/msom.2024.1317]
Number of pages: 48 Posted: 01 Nov 2023 Last Revised: 17 Sep 2025
Timothy Chan, Bo Lin and Shoshanna Saxe
University of Toronto, Mechanical and Industrial Engineering Department, National University of Singapore (NUS) - Department of Industrial & Systems Engineering and University of Toronto
Downloads 156 (488,442)

Abstract:

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bilevel optimization, two-stage stochastic programming, machine learning, model reduction, cycling network design

4.

Electrifying Bike-share Systems at Scale

Number of pages: 54 Posted: 19 May 2026 Last Revised: 20 May 2026
Alex Jacquillat, Bo Lin and Sheng Liu
Massachusetts Institute of Technology (MIT) - Sloan School of Management, National University of Singapore (NUS) - Department of Industrial & Systems Engineering and Rotman School of Management
Downloads 144 (899,324)

Abstract:

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Bike-Share, Transportation Electrification, Machine-Learning-Augmented Optimization

5.

Analytics for Better Urban Cycling at the City of Toronto

Number of pages: 25 Posted: 12 Feb 2026
Bo Lin, Madeleine Bonsma-Fisher, Shoshanna Saxe and Timothy Chan
National University of Singapore (NUS) - Department of Industrial & Systems Engineering, University of Toronto - Department of Civil & Mineral Engineering, University of Toronto and University of Toronto, Mechanical and Industrial Engineering Department
Downloads 121 (654,668)

Abstract:

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Cycling Infrastructure, Sustainability, Analytics for Social Good, Machine Learning, Optimization