[招生信息] NTU教授招博士、博后职位深度学习加速器 3D芯片架构建模射频电路建模 [复制链接]

SingularityKChen
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发表于 2021-11-25 16:29:22 |显示全部楼层

教授：Mohamed M. Sabry Aly (Asst Prof) https://scholar.google.com.sg/citations?user=eCo7XWkAAAAJ
教授背景：EPFL硕士、博士，斯坦福博后
邮箱：msabry@ntu.edu.sg

读博一年半了，再帮老板捞一手。明年8月入学的 PhD 名额还有最后一个，博后是都缺着。更新下组内情况以及我的感觉。
组内情况：一博后，仨（加上我）博士在读，其中一个博四快毕业了。目前依旧只有我一个中国人。跟新加坡科技局（ASTAR）合作非常多。

我的感受：一晃眼一年半了，2020年底中了第一篇 DAC，最近中了第二篇 DATA，手上第三个大项目做了大半年了。前两个中了论文的项目都是 ASTAR 的合作伙伴提供算法，我负责硬件设计。第一篇论文的芯片马上去流片了（主要是缺人所以拖了很久），手上的这个项目是 3D stacking + Chiplet，保底 40nm 工艺。入组后才渐渐明白老板的 funding 有多富（保底 40nm 流片两次，最终要走 full mask的流片交差）。平常开会主要是跟 ASTAR 那边交流项目，有些事务型的内容才需要跟老板汇报。平常老板放养，不会 push 我，也放心让我慢慢搞项目（比如这个做了大半年的项目，我自己推了三版架构出来）。总的来说很舒服了。

感兴趣可以加我微信了解情况，跟这个账号名字一样。

以下是去年进组不久的时候发的帖子原文。 https://bbs.gter.net/thread-2371263-1-1.html
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组内情况：两博后，两博士在读，两研究硕士。目前就我一个中国人，日常沟通用英语。
我的感觉：进组内有4个月了，老板脾气是真好，有时还请喝咖啡；英语发音非常标准，没有沟通障碍。而且每季度都能流片，对于体系结构设计芯片的人来说，简直太棒了。希望我能赶上下一次流片。

NTU老板招博后～两个方向
1.Modeling and simulation of emerging 3D computing architectures
2.Simulation of wavefront computing systems

1.Modeling and simulation of emerging 3D computing architectures:
This is part of a flagship AME programmatic project that aims to develop a new class of hardware accelerators for artificial intelligence, leveraging all knobs across the entire development stack (algorithm, architecture, circuit, and devices. The research fellow will be responsible for:

Modeling computing systems that is enabled by 3D integration and new devices, at the architecture level. Candidate shold be capable of using architecture simulators such as Zsim or Gem5
Analyzing and performing design space exploration for new classes of applications, not just AI
perform architecture optimizations
Thermal analysis and designs, using state of the art thermal simulators
Investigate new computation paradigms for AI with these new devices

Candidates should hold a PhD degree and demonstrate ability to perform research through a number of high-quality publications. Expected date to join is Nov 2020 (project is till May 2023).

2.Simulation of wavefront computing systems.
The RF will work on on a project to develop a simulation and exploration framework to investigate new means of computing fabric enabled by ultrasonic waves.Roles of the RF will be:

Development of compact model of the ultrasonic wave fabric and integrate it to an architectural simulation framework.
Development of methodologies to estimate power and performance of this new compute fabric.
Investigation of the memory connectivity to this new compute fabric.
Supervise graduate student in modeling and in prototype demonstration.

Candidates should hold a PhD degree and demonstrate ability to perform research through a number of high-quality publications. Expected date to join is Nov 2020 (project is till Jan 2023).

斯坦福, epfl, 博士, 博后招聘, ntu