本次暑期，我参与了数理与AI交叉方向的专项科研项目，课程涵盖统计建模、数据分析、机器学习等核心内容，高度契合我的理工科升学规划。
This summer, I joined a research program at the intersection of mathematics and AI. The curriculum covered statistical modeling, data analysis, and machine learning — all of which closely align with my STEM-focused academic goals.
获得研学证书
在此次研学活动中，我顺利完成了天气数据分析与预测主题课题。研究中，我自主搭建了可视化网站展示数据对比、模型成果与评价结果，并顺利完成项目答辩与成果汇报。
During the program, I completed a research project on weather data analysis and prediction. I independently built a visualization website to showcase data comparisons, model performance, and evaluation results, and successfully presented my findings in the final project defense.
小组讨论
项目初期，我的预测模型输出效果未达预期。复盘排查后我发现，问题不仅在于参数设置，更源于模型与研究数据、场景的适配偏差。为此，我主动研习各类模型的适用场景，灵活调整方案、反复迭代优化，深刻掌握了“按需选模型、据实调方法”的科研逻辑，极大提升了学术思辨与问题攻坚能力。
In the early stages, my prediction model didn't perform as expected. After reviewing my approach, I realized the issue wasn't just about parameter tuning — it was also about how well the model fit the specific data and context. To address this, I studied the strengths and limitations of different model types, adjusted my approach flexibly, and iterated repeatedly. This process gave me a solid grasp of the research logic behind "choosing the right model for the right problem," and significantly improved my ability to think critically and tackle complex challenges.
在校期间夯实的数学基础，是我顺利完成本次科研项目的关键助力。AISSU扎实的数理教学，让我能够快速理解统计建模、机器学习的核心原理，从容应对项目中的各类学术难题，快速适应高强度的科研节奏。
The strong foundation in mathematics I built at AISSU was a key factor in completing this project successfully. The school's rigorous math curriculum helped me quickly grasp the core principles of statistical modeling and machine learning — allowing me to confidently tackle academic challenges and adapt to the intensive research pace.
研学课堂
这次科研让我摆脱了对数理、AI知识的抽象认知，真正实现理论落地实操。我也深刻体悟到，扎实的数学基础是人工智能、数据分析研究的核心根基。未来我将扎实夯实数理基础，持续精进科创科研技能，积累更多实战经验，为后续专业深造与海外升学筑牢根基。
This experience completely shifted my understanding of math and AI from abstract theory to real-world application. I also came to realize that a solid grasp of mathematics is the very foundation of artificial intelligence and data-driven research. Going forward, I will continue to strengthen my math skills, sharpen my research abilities, and build more hands-on experience — laying a strong foundation for my future academic journey and overseas university applications.
END
编辑 | 品宣组
图文 | 品宣组
English translation reviewed by UCCO
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