Research

Research

Maersk: Latin America’s New Consumer Dynamics Reshape Logistics, Aging Accelerates Supply Chain Restructuring

Maersk's latest report reveals structural transformations in Latin America's logistics landscape. Consumer polarization drives dual-track logistics models while accelerated aging pushes network restructuring. With over 300 million digital consumers and the 65+ population doubling by 2035, logistics providers must meet multiple demands for efficiency, speed, reliability, and personalized service.

2026-03-19

Research

CSDDD Unleashed: How the EU’s Hard Law Directive Is Forcing Global Supply Chain Reengineering

The EU’s Corporate Sustainability Due Diligence Directive (CSDDD) has entered force, transforming global supply chains from logistical networks into legally accountable systems. With penalties up to 5% of global turnover and extraterritorial reach, it compels companies—including Chinese exporters generating €150M+ in EU revenue—to conduct rigorous, continuous human rights and environmental due diligence across all tiers. Operational realities expose stark gaps in supplier capacity, especially in emerging economies, driving co-investment in traceability, grievance mechanisms, and regenerative practices. Financial institutions are embedding CSDDD alignment into lending and investment criteria, creating a bifurcated global supply chain where sustainability performance directly determines capital access and valuation. This is not compliance—it is the foundational architecture of planetary-scale corporate governance.

2026-03-19

Research

A Multi-stage Bonus Allocation Framework for Meal Delivery Platforms

This research proposes a multi-stage bonus allocation framework to address order acceptance challenges in meal delivery platforms. Through dynamic bonus incentives, the framework can reduce canceled orders by over 60% within a limited budget while saving restaurants more than 30% in food waste compensation.

2026-03-17

Research

CBAM 2026 and the Carbon Cost Shockwave: How EU Climate Policy Is Forcing a Strategic Reboot of China’s Industrial Supply Chains

The EU's CBAM definitive phase, launched January 1, 2026, imposes real financial liabilities on importers—and de facto cost burdens on Chinese exporters—starting February 1, 2027. Steel, representing over 70% of exposed trade, faces $72–83/tonne charges, escalating to 20–30% of product value by 2034. Aluminum's electricity dependency exposes it to 500–800% liability increases if Scope 2 emissions are included. Aggregate global CBAM liabilities will surge from €9 billion in 2026 to €22 billion by 2035. This is not a tariff but a structural capital reallocation mechanism, forcing Chinese industry to pursue 'carbon sovereignty'—verifiable, strategic, and monetizable carbon intelligence.

2026-03-15

Research

Beyond Decarbonization: How Nine Converging Innovations Are Rewiring Global Supply Chains for Resilience and Regeneration

This deep-dive analysis examines how nine converging innovations—from blockchain traceability and AI forecasting to cargo e-bikes and circular economy models—are fundamentally rewiring global supply chains. Moving beyond incremental decarbonization, these technologies enable systemic resilience, ethical accountability, and regenerative resource flows. We analyze implementation barriers including interoperability gaps, workforce transformation needs, regulatory fragmentation, and the geopolitical tensions shaping green infrastructure. With insights from Nestlé, Unilever, Philips, and Maersk, the article reveals how supply chains are evolving from linear pipelines into adaptive, values-embedded nervous systems—where every kilometer, kilowatt, and kilogram reflects deliberate strategic choices.

2026-03-01

Research

2026 Trump Tariff War Latest Data: Tariff Policy Adjustments After Supreme Court Ruling

2026 Trump tariff policy latest data: Supreme Court rules IEEPA tariffs illegal, Section 122 10% tariff takes effect. Average US household tax increase of $600, 2026 effective tariff rate reaches 5.6%, highest since 1972.

2026-03-01

Research

How Meituan Uses Gaussian Mixture Models to Optimize Food Delivery: New Research from Tsinghua University

Tsinghua University and Meituan collaborate on research using Gaussian Mixture Models to model stochastic service times in food delivery, achieving efficient solutions through a hybrid estimation of distribution algorithm and validating practical value through real-world A/B testing.

2026-02-27

Research

Drone-Rider Collaborative Delivery: HKUST Research Reveals Infrastructure Planning for Urban Low-Altitude Economy

HKUST research proposes drone-rider collaborative delivery model, solving MINLP through neural network-assisted optimization, achieving 23.5% cost reduction in Shenzhen case, providing scientific basis for urban low-altitude economy infrastructure planning.

2026-02-27

Research

How Meituan Reduces Order Cancellations by 25% with Dynamic Bonus Allocation: KDD 2022 Research from Huazhong University

Meituan and Huazhong University research presents Multi-Stage Bonus Allocation (MSBA) framework, optimizing subsidy fund efficiency through Lagrangian dual dynamic programming, achieving 25% order cancellation reduction and 31% restaurant compensation cost savings in real-world A/B testing. This research demonstrates how operations research and machine learning can be combined to solve real-world logistics optimization problems at massive scale.

2026-02-27

Research

Georgia Tech × Grubhub’s Landmark 70-Page Paper: Defining the Meal Delivery Routing Problem (MDRP)

Georgia Tech and Grubhub's foundational paper formally defines MDRP, proposes a two-stage commitment framework and priority scheduling, establishing the research foundation for the entire meal delivery optimization field.

2026-02-19

Research

KDD Paper in Production: Tsinghua × Meituan Learn Order Pooling from Skilled Couriers, 55% Peak Efficiency Gain

Meituan × Tsinghua KDD paper proposes SCDN framework to mine order pooling knowledge from skilled courier trajectories. Deployed in production, achieving 45-55% courier efficiency gain during lunch peak while maintaining on-time delivery.

2026-02-18

Research

Transportation Science Paper: RL + Hyper-Heuristics Cut Meituan Meal Delivery Costs by 12%

A frontier paper submitted to Transportation Science proposes an n-step SARSA and MAB hyper-heuristic hybrid framework, validated on Meituan's real data. Key finding: strategic order postponement cuts costs 12%; 10% more couriers beats algorithm improvements.

2026-02-18