Tingran Meng

Tingran Meng

Undergraduate, School of Future Technology, South China University of Technology. AI & Energy Prediction. 华南理工大学未来技术学院人工智能本科生，研究方向为能源预测与人工智能。

About me关于我

My name is Tingran Meng (孟庭冉), you can call me Mike Meng in English. I’m currently an undergraduate student of South China University of Technology (SCUT) at Guangzhou, China, majoring in Artificial Intelligence.

My research background lies in energy time-series forecasting and deep learning. I am now actively broadening my focus toward large language models (LLMs) and foundation model research, building the theoretical and practical foundations for this transition.

我叫孟庭冉，英文名 Mike Meng。目前就读于华南理工大学（SCUT）广州校区，专业为人工智能。

我的研究背景聚焦于能源时序预测与深度学习。目前，我正积极向大语言模型（LLM）及基础模型方向拓展，为深入开展这一领域的研究做充分准备。

Last Update: Mar 30, 2026最后更新：2026年3月30日

📖 Educations教育背景

📅 Year🏛️ Institution📚 Major / Program🎯 GPA / Rank
2023–PresentSouth China University of Technology
School of Future Technology		Artificial Intelligence⭐ 3.90 / 4.00 (Top 7%)
2020–2023Suzhou High School Affiliated to Xi’an Jiaotong UniversityPhysics, Chemistry, Biology📝 Gaokao: 648
(Provincial rank: 5543)
📅 年份🏛️ 院校📚 专业 / 项目🎯 GPA / 排名
2023–至今华南理工大学
未来技术学院		人工智能⭐ 3.90 / 4.00（前 7%）
2020–2023西安交通大学苏州附属高级中学物理、化学、生物📝 高考：648 分
（全省排名：5543）

📝 Publications论文

Preprint 2025
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Day-Ahead Multi-Energy Forecasting in Microgrids via Temporal Imaging-Wavelet and Cross-Resolution Interaction Network

Tingran Meng, Shijie Li, Enhua Zhang, Huaiguang Jiang, Ying Xue, Jun Zhang, David Wenzhong Gao

  • We propose a novel multi-energy forecasting framework for microgrids that integrates temporal imaging with wavelet decomposition and a cross-resolution interaction mechanism for accurate day-ahead prediction.
  • 我们提出了一种面向微电网的多能源联合预测框架，将时序图像化、小波分解与跨分辨率交互机制相结合，实现精准的日前预测。

🎖 Honors and Awards荣誉奖项

  • 2024: First Prize, National Undergraduate Mathematical Modeling Competition, Guangdong Province.
  • 2024: Excellent Third Class Scholarship, South China University of Technology (Academic Year 2023–2024).
  • 2024: Third Prize, Embedded Chip & System Design Competition, Southern Region.
  • 2023: Third Prize, Baidu PaddlePaddle Cup Student Science and Technology Works Competition, School of Future Technology, South China University of Technology.
  • 2023: Third Prize, National Undergraduate Mathematics Competition, Guangdong Province.
  • 2024年：一等奖，全国大学生数学建模竞赛，广东赛区。
  • 2024年：三等优秀奖学金，华南理工大学（2023–2024学年）。
  • 2024年：三等奖，全国嵌入式芯片与系统设计竞赛，华南赛区。
  • 2023年：三等奖，百度飞桨杯大学生科技作品竞赛，华南理工大学未来技术学院。
  • 2023年：三等奖，全国大学生数学竞赛，广东赛区。

💻 Internships实习 / 科研

Shanghai Tonghoo Technology Co., Ltd. — R&D Department Intern Jul. 2025 – Aug. 2025

  • Participated in building and iterating the company’s AI workflow middleware platform; conducted prompt engineering optimization and scenario stability testing.
  • Contributed to the development of an intelligent search system for a law firm; designed the full-text indexing module, achieving a retrieval latency of under 2 seconds in real-world tests.

上海仝互科技有限公司 — 研发部门实习生 2025年7月 – 2025年8月

  • 参与公司 AI 工作流中台的搭建与迭代，进行 Prompt 工程调优与场景稳定性测试。
  • 参与律师事务所智能搜索系统开发，设计全文索引模块，实测检索延迟控制在 2 秒内。