帝国理工全奖博士，10月入学，热门专业，本科可申，博导直录

招生概况

适合专业

计算机、人工智能、生物工程及相关专业

研究课题

人工智能用于基于结构的虚拟筛选

Artificial Intelligence for Structure-Based Virtual Screening

申请截止日期

2022年7月24日

项目开始日期

2022年10月1日

奖学金

44209英镑（免税）✖️ 3/4年

奖学金包含26600英镑和生活费17,609英镑

研究课题介绍

Predictive models built with artificial intelligence (AI) methods are powerful tools to discover molecules with the potential to become drugs to treat a given disease.

These models can leverage training datasets to identify such drug leads by the computational (virtual) screening of massive libraries of molecules.

In particular, AI models can be trained on atomic-resolution structures of macromolecular targets and the activities of their cognate molecules to predict the activities of other molecules across targets.

Despite important successes, there are major challenges limiting the potential of such AI models.

Some are specific to this problem (e.g. how to augment training datasets in a way that improves the performance of these models).

Other challenges are also found in other supervised learning problems (e.g. anticipating how well the models perform outside their applicability domain).

招生要求

01

本科及以上计算机、人工智能、生物工程及相关专业毕业，至少在一门侧重数据计算分析的研究型课程或项目中成绩优异

02

能应用机器学习算法解决科学问题

03

熟练掌握科学数据分析的Python或R语言的使用

04

满足帝国理工对国际学生的英语要求

如何申请

图片

申请材料

简历

成绩单

RP（2页纸内）

申请方式

请将以上3份申请材料邮件发送给博导 Dr Pedro Ballester进行申请，博导邮箱：pedro.ballester@gmail.com，邮件标题：PhD in AI for SBVS

请在邮件阐明你达到4项招生要求的具体内容，邮件中还需给出两名能为你的科学研究能力做背书的科学家姓名和邮箱，请确保这两名科学家愿意为你提供推荐信。

转自：硕博科研计划

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