─── Research
Research · Long-form & papers
The institute regularly publishes long-form articles and paper collections covering digital twin, AI, global benchmarks, policy and talent structure.
- №01
2026 · 18 min数字孪生 × 疫苗管理
Digital Twin Vaccine Warehouse: From Mechanical Control to Full-Element Simulation
When a vaccine warehouse can be mirrored as a nanometer-resolution digital twin, it ceases to be merely a monitored asset and becomes a reasoning, forecasting, decision-capable cold room. This article maps the three architectural layers of digital twin warehouses and proposes Mingyuan’s five-year, three-stage engineering path.
Janson-Leu · 明远未来研究院 · 主笔 - №02
2026 · 14 minAI × 疫苗冷链
LLM Agents in Vaccine Management: From Chatbot to Full-Process Digital Worker
In the past 18 months LLM systems evolved from chatbots into multi-step agents. This article uses three scenarios to show how LLM agents can deliver real engineering value on the vaccine management front line: smart replenishment, root-cause analysis and multimodal vision collaboration.
研究院编辑部 · 明远未来研究院 - №03
2026 · 22 min行业预测
China Vaccine Cold Chain 2030: Twelve High-Confidence Predictions
This article presents twelve high-confidence predictions for the next five years. Each prediction includes observable early signals and a quantitative checkpoint. Not science fiction — an engineering forecast that can be audited.
Janson-Leu · 明远未来研究院 · 主笔