MIT SCALE Expo 2026

At the MIT Center for Transportation & Logistics

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Data Analytics, Demand Planning, Machine Learning

Enhancing Forecast Accuracy Using AI
Demand Planning, Digital Transformation, Production Planning

Evaluating AI Technologies in Supply-Chain Planning
Network Design, Strategy

Smarter Logistics for Indonesia’s Inter-Island Shipping
Digital Transformation, Inventory Management, Retail Operations

QR Code Implementation in UK FMCG Supply Chains
Digital Transformation, Sustainability

Fixing Carbon Blind Spots: How Digitalization Enables Emission Reductions
Network Design, Sustainability, Transportation

An Economic & Sustainable Intermodal Transportation Network Design
Network Design, Strategy, Sustainability

Agricultural Transport Network Design: Ropeway Systems Innovation
Transportation

When Will the Truckload Cycle Shift?
Machine Learning, Strategy, Transportation

Unlocking Unstructured Shipping Data using Machine Learning
Data Analytics, Transportation

Transit Truth vs. Transit Talk
Humanitarian, Strategy, Sustainability

Sustainability or Social Good: Why Not Both?
Network Design, Risk Management, Strategy, Transportation

Strategic FMCG Last-Mile Network Design Framework
Inventory Management, Network Design, Strategy

Stock Here, There, or Everywhere? MRO Network Design
Demand Planning

Social Media Virality impact on Demand
Humanitarian, Manufacturing, Strategy

Resource Configuration for Offsite Construction
Data Analytics, Inventory Management, Manufacturing

Improving Multi-Echelon Inventory Management through Simulation and Optimization
Data Analytics, Transportation

Quantifying Uncertainty in Marine Voyage Time
Data Analytics, Demand Planning

Quantifying Downstream Stockout Risks
Inventory Management, Network Design

Stratification Based Inventory Optimization to Reduce Network Costs
Risk Management

Risk Informed Order Fulfillment
Network Design, Strategy, Transportation

Right Place, Right Price: Optimizing Facility Locations
Network Design, Procurement

Procurement optimization for high-volume products
Data Analytics, Demand Planning, Machine Learning

Perishability to Predictability: Advanced Demand Planning for Food Supply Chains
Inventory Management, Production Planning, Strategy

Optimizing Hybrid Production Strategies in Supply Networks: Evaluation of Make-to-Stock, Make-to-Order and Hybrid Models
Network Design, Risk Management, Strategy

Optimal Allocation of Risk Mitigation Investments
Humanitarian, Risk Management, Strategy

Modeling Middle-Mile Fuel Distribution During Disaster
Data Analytics, Demand Planning, Machine Learning

Modeling Market Share with Consumer Dynamics
Demand Planning, Inventory Management, Machine Learning

Mission Ready… If the Forecast Says So
Data Analytics, Machine Learning, Transportation

Benchmark Cost Extrapolation for Uncovered Freight Lanes
Procurement, Strategy, Transportation

Decoding Transportation Cost Drivers
Strategy, Transportation

Mapping a Tariff-Resistant Real Estate Strategy
Data Analytics, Machine Learning, Network Design

Learning from Data to Simplify Supply Chain Network Design
Data Analytics, Inventory Management, Strategy

Inventory Optimization for Fab Spare Parts at Analog Devices
Healthcare, Inventory Management

InventEdge: Pharmaceutical Launch Inventory Simulator
Risk Management, Strategy

Hidden Value of E2E Visibility
Strategy, Warehouse

Grocery Automation: Future Storage and Picking Needs
Network Design, Strategy

Flour Power: Food Network Optimization
Sustainability

Enhancing Scope 3 Emissions Estimations for Cloud Computing
Digital Transformation, Sustainability, Warehouse

Drone-Based Inventory Simulation for Scope-2 Emissions Reduction
Machine Learning, Strategy, Transportation

Deep Reinforcement Learning for Tactical Vessel Planning
Data Analytics, Demand Planning, Healthcare

Decoding Pharmaceutical Demand
Data Analytics, Machine Learning, Network Design, Strategy

Close enough, much faster: ML surrogates
Machine Learning, OmniChannel, Production Planning, Strategy, Warehouse

AI/ML for Synchronizing Warehouse Operational Clocks
Data Analytics, Digital Transformation, Strategy

Agentic AI for Intelligent Accounts Payable
Data Analytics, Digital Transformation, Procurement

Agentic AI for Dynamic Sourcing Pipelines
Data Analytics, Digital Transformation, Procurement

Agentic AI Assistant for Supplier Management
Humanitarian, Transportation

A Few Good “Truck Stops”
Risk Management, Warehouse

Smart Staffing: Right People Right Place Right Pace
Data Analytics, Machine Learning, Transportation

Zero-Touch Order-to-Cash Enabled by Predictive Analytics
Data Analytics, Inventory Management, Strategy

Design of a Data-Driven Inventory Framework
Data Analytics, Machine Learning, Sustainability

Watts Up With The Power? ML/DL Electricity Prices Forecasting
Digital Transformation, Machine Learning

From Words to Math: LLMs Build Models?
Transportation, Urban Logistics

Uncovering Battery Health Patterns in Last-Mile EV Fleet
Data Analytics, Demand Planning, Retail Operations

The Price… is Right? Optimizing Auction House Operations
Sustainability, Transportation

GHG Accounting for a European FMCG Company with an Outsourced Logistics Network
Data Analytics, Strategy

Seeing What Matters: Telecommunication Supply Chain Metrics
Demand Planning, Healthcare

IBP Optimization in Biopharma Supply Chains
Data Analytics, Healthcare, Production Planning

Revealing the Patient Journey
Data Analytics, Demand Planning, Digital Transformation

Parcel Distribution Network: From Forecasting to Planning.
Demand Planning, Production Planning, Strategy

Increase sold-out line profitability by improving coordination between Sales and SCM
Manufacturing, Procurement, Strategy

Optimal transfer pricing for multi-divisional corporations: A use case from the chemical industry
Inventory Management, Machine Learning, Network Design, Production Planning

Knowledge-Based AI Chatbot for SCM
Sustainability, Transportation, Urban Logistics

Luxembourg’s Journey Towards Electric Freight Transport
Inventory Management, Retail Operations

Inventory Projection For Lost Sales Inventory Systems
Strategy, Sustainability

From Waste to Worth: Reuse of Network Equipment
Network Design, Transportation, Urban Logistics

Past Trends, Future Control: Decoding Temperature Excursions for Proactive Control
Sustainability, Transportation, Urban Logistics

Cargo Hitching: Bus-Hailing Service for Passengers and Parcels
Network Design, Strategy, Sustainability

Streamlining Tilapia Trade Under African Cross-Border Logistics
Data Analytics, Machine Learning, Transportation

Predicting Road Freight Dynamics in Brazil
Machine Learning, Strategy, Transportation

Monetizing Modal Innovation: Pricing Next-Generation Barge Services
Network Design, Strategy

Roots in the Atlantic – How Sines Can Redefine Portugal’s Place in Global Trade
Machine Learning, Transportation

Mastering Real-Life Tetris: Air flower packing
Network Design, Strategy, Transportation

Global Logistics Framework for Colombian Medicinal Plants
Network Design, Strategy, Sustainability, Transportation, Urban Logistics, Warehouse

Route to market scenario modelling tool
Data Analytics, Sustainability, Transportation

Freight Decarbonization in Colombia: a data-driven approach
Network Design

Finance-Integrated Framework for Future SCND Models
Network Design, Strategy, Sustainability

Developing Sustainable and Inclusive Dairy Value Chains in Pakistan
Sustainability, Transportation

The Ripple Effects of Warehouse Automation on Logistics Supply Chain Emissions
Data Analytics, Machine Learning, Sustainability

Data-Driven Waste Forecasting: From Trash to Insight
Data Analytics, OmniChannel, Strategy

Beyond Fast Delivery: A checkout abandonment puzzle
Warehouse

Warehouse Layout Flexibility under Seasonality
Data Analytics, Network Design, Strategy

Analyzing LAC-EU supply chain networks
Strategy, Sustainability

Optimization of the Sustainable Supply Chain Strategy in the Fast Fashion Industry

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Data Analytics
Demand Planning
Digital Transformation
Healthcare
Humanitarian
Inventory Management
Machine Learning
Manufacturing
Network Design
OmniChannel
Procurement
Production Planning
Retail Operations
Risk Management
Strategy
Sustainability
Transportation
Urban Logistics
Warehouse

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