國(guó)外小組科研—Python編程與數(shù)據(jù)科學(xué)在流體力學(xué)等工程領(lǐng)域中的應(yīng)用研究【大學(xué)組】 余3席

開(kāi)始日期：

2023年6月24日

專業(yè)方向：

理工

導(dǎo)師：

Ian（倫敦大學(xué)學(xué)院 University College London (UCL) 終身正教授）

課程周期：

7周在線小組科研學(xué)習(xí)+5周不限時(shí)論文指導(dǎo)學(xué)習(xí)

語(yǔ)言：

英文

建議學(xué)生年級(jí)：

大學(xué)生

項(xiàng)目產(chǎn)出：

7周在線小組科研學(xué)習(xí)+5周不限時(shí)論文指導(dǎo)學(xué)習(xí) 共125課時(shí) 項(xiàng)目報(bào)告 優(yōu)秀學(xué)員獲主導(dǎo)師Reference Letter EI/CPCI/Scopus/ProQuest/Crossref/EBSCO或同等級(jí)別索引國(guó)際會(huì)議全文投遞與發(fā)表指導(dǎo)（可用于申請(qǐng)） 結(jié)業(yè)證書 成績(jī)單

項(xiàng)目介紹：

Python是工程領(lǐng)域建模和數(shù)據(jù)分析等研究的重要工具之一，本項(xiàng)目將以船舶和海洋工程為例，圍繞理論分析、數(shù)值評(píng)估和機(jī)器學(xué)習(xí)算法（ML）模擬三個(gè)方面來(lái)展開(kāi)，并通過(guò)Google Colab平臺(tái)編寫并運(yùn)行Python程序，對(duì)相關(guān)研究?jī)?nèi)容進(jìn)行建模和數(shù)據(jù)分析。通過(guò)本項(xiàng)目的學(xué)習(xí)，學(xué)生既能掌握流體動(dòng)力學(xué)和水下航行器設(shè)計(jì)的相關(guān)理論知識(shí)，又能通過(guò)實(shí)踐掌握python編程及其在工程設(shè)計(jì)領(lǐng)域的應(yīng)用，提升多元角度分析和解決實(shí)際問(wèn)題的能力。Python is one of the important tools for research such as modeling and data analysis in the field of engineering. This project will focus on three aspects of theoretical analysis, numerical evaluation and machine learning algorithm (ML) simulation, taking ship and marine engineering as an example, and write and run Python programs through Google Colab platform to model and analyze data for related research contents. Through this project, students will be able to master the theoretical knowledge related to fluid dynamics and underwater vehicle design, as well as master python programming and its application in the field of engineering design through practice, and enhance the ability to analyze and solve practical problems from multiple perspectives.