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留學中介

留學資訊

2019年StanfordUGVR項目回顧

2020-01-12

Stanford UGVR
UGVR項目是Stanford工學院和清華大學、北京大學、中國科學技術大學、臺灣大學這四校聯合的選拔優秀大三本科生,在大三大四之間暑假去Stanford在該校教授指導下進行十周的正規學術科研工作。UGVR項目往年參加者申請結果都非常出色,已經逐漸成為Stanford PhD的“學術保送夏令營”。而還有將近一個多月的時間UGVR項目2020年的教授名單就將發布。
小編就帶大家回顧一下19年的教授項目。

Professor’s Name Russ B Altman
 
Department
 
Bioengineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
Identify useful biomarkers that explain drug response.   We are interested in working with publicly available structural and expression data, as well as protein-protein interaction networks to create methods to generate new ways to describe and understand drug response.  This may involve statistical methods and machine learning.  Our work is summarized at: http://helix.stanford.edu
 
Desired Skills & Background
 
 
Bioinformatics, computer science and biology.  Statistics would be useful as well.
 
Would you like to conduct a phone interview with the students?
 
Yes
 
 新老師,計算生物學結合機器學習
 
Professor’s Name Zhenan Bao
 
Department
 
Chemical Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
Organic semiconductor synthesis and characterization
Desired Skills & Background
 
 
Organic synthesis, polymer synthesis, material characterization
Would you like to conduct a phone interview with the students?
 
No
 
 
 偏高分子,柔性電子器件
 
Professor’s Name Matteo Cargnello
 
Department
 
Chemical Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) Synthesis and characterization of nanostructured materials for catalytic applications, such as methane oxidation, carbon dioxide reduction, nitrogen reduction. The student will be paired to a graduate student in the group, and be responsible for several tasks such as preparation of materials, preliminary characterization using shared facilities, and catalytic testing involving gas-phase reactions.
Desired Skills & Background
 
 
 
 
Knowledge of chemistry (necessary) and knowledge of chemical kinetics (desired); desired background in catalysis and/or inorganic materials synthesis
 
Would you like to conduct a phone interview with the students? Preferably
 偏化工,納米催化材料
 
Professor’s Name Reinhold Dauskardt
 
Department
 
Materials Science and Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
Project 1: Nanomaterial Thin Films for Emerging Technologies - project will involve studies of the device performance and thermomechanical properties including adhesion and cohesive strength of new classes of hybrid organic-inorganic material films for projects that may include batteries, photovoltaics or other emerging device technologies.
Project 2: Barrier and Biomechanical Function of Human Skin and Relationship to Perception – project involves the effects of treatments and exposures to human skin, the diffusion of treatment and water molecules through the stratum corneum, along with resulting changes to biomechanical function and human perception.
 
Desired Skills & Background
 
 
Materials, Physics or Chemistry background with experimental or computational modeling aptitude.
Would you like to conduct a phone interview with some or all of the applicants?
 
No.
 偏薄膜材料
 
Professor’s Name Chuck Eesley
 
Department
 
Management Science and Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
 
 
 
My focus is on better understanding technology-based entrepreneurship using empirical, quantitative data. My lab group examines entrepreneurship in China and the US using modern “big data” methods of regression, natural language processing and machine learning. We examine the determinants of entrepreneurship, fundraising and performance at the policy, university, firm and individual levels. In recent projects we have used data from Alibaba, Tsinghua University alumni, Stanford University alumni, Welian, and Glassdoor.com
 
Desired Skills & Background
 
 
 
Statistics, economics, automation, CS, multivariate regression, panel data, topic modeling, machine learning, data manipulation, web scraping, natural language processing, R, STATA
 
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes
 管理類固定教授,課題主要是創業創新
 
Professor’s Name Ronald Fedkiw
 
Department
 
Computer Science
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
 
 
 
Our lab’s main goal is to generate better special effects for Hollywood films. Currently we are working on improving simulated cloth and face by learning from data. The student will be involved in building algorithms for detailed 3D reconstruction of garments, applying deep learning models to enhance simulation, and addressing challenges for practical applications such as virtual fitting. Most of the prior students in this program with our lab had good experience with us and are currently PhD students at top schools like Stanford, Berkeley, MIT, etc.
 
Desired Skills & Background
 
 
 
 
 
Professional programming skills in C/C++, Python, and Linux/Windows environments. Sufficient background in computer science, especially computer graphics, computer vision, and machine learning, numerical methods, and physics.
 
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes
 計算機圖形學
 
Professor’s Name Wendy Gu
 
Department
 
Mechanical Engineering  
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
Research assistant in experimental nano-mechanics to develop stronger, tougher, lightweight and multifunctional materials. Preparation of metal, ceramic or composite nanostructures using chemical synthesis, lithographic techniques or additive manufacturing. Mechanical testing and analysis using techniques such as nanoindentation, and in-situ electron microscope uniaxial testing. The undergraduate research will work closely with a graduate student or postdoc in my group to perform structural and mechanical analysis.
 
Desired Skills & Background
 
 
Mechanical behavior of materials, crystallography, nanotechnology, previous experimental experience.
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes                               
 
 
Professor’s Name James Landay
 
Department
 
Computer Science
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
 
The Smart Primer is an interactive, narrative-based tutor that combines some of the best features of both physical- and electronic-based learning methods. Our goal is to eventually build a smart and adaptive tablet-based system in which the story and tasks adapt to the user’s skill set and preferences.
 
Desired Skills & Background We would like students to have a strong technical background in computer science, have a good sense of design, and be passionate about building systems.
 
In particular, we would like students to be proficient in Android Programming (Java), Python, HTML, CSS, JavaScript, HTTP server, database, Linux, shell scripting, multi-thread programming, socket programming. Familiarity with cloud services such as AWS or Google Cloud would be a plus.
 
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes
 偏人機交互
 
Professor’s Name Tengyu Ma
 
Department
 
Computer Science
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) We would like to recruit a student working on applying reinforcement learning techniques to building task-oriented dialogue systems.
 
Desired Skills & Background
 
--- Strong coding skills
--- Good understanding of deep reinforcement learning algorithms
--- Basic knowledge of natural language processing
 
Would you prefer an interview with the students?
 
Yes
 新學院大牛,增強學習結果NLP
 
Professor’s Name Lei Qi
 
Department
 
Bioengineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
The UGVR student will work on a multi-interdisciplinary project to combiig synthetic biology, genetic engineering, and synthetic cell design. During the summer intern, the student will receive training from a senior grad student/postdoc mentor on molecular biology, CRISPR, and genetic circuit engineering. Then the student will apply these skills and creatively generate synthetic circuits to improve engineered cell function towards protein production/secretion. The student will also work at the interface between another electrical engineering lab to combine bioengineering with electronics. The expected outcome will be published results on a high-impact journal, which will ensure the students’ co-authorship on a paper.
 
Desired Skills & Background
 
 
The student should have a solid background in college-level biology, physics, chemistry, and decent knowledge in computer programming. A good understanding of bioengineering and synthetic biology is preferred. The student should have good communication skills in English, easy to work with, and remain motivated towards accomplishing the research goals.
 
We value lab expertise and skills including molecular cloning, bioinformatics, and protein engineering. Previous experience in a research laboratory or an independent research project will be a plus. No particular requirements for the majors, but a mix of related (see above project description) expertise and strong interest in research will be the basis of a successful summer internship.
 
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes
 免疫學基因工程
 
Professor’s Name Priyanka Raina
 
Department
 
Electrical Engineering     
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
 
Various hardware accelerators have been proposed to improve the throughout and energy efficiency of DNNs or image processing pipelines. However, given the fact that real world applications tend to involve both types of kernels, it becomes critical to jointly perform hardware implementations and optimizations for both DNNs and image processing kernels. The goal of this project is to develop a framework that can generate hardware mappings for hybrid pipelines from a Domain Specific Language Halide. For more information please see the Stanford Agile Hardware website: https://aha.stanford.edu and https://github.com/StanfordAHA
 
Desired Skills & Background
 
 
Taken courses in digital VLSI design and computer architecture and has used Verilog to describe a circuit. Some application level experience for example through courses or projects in machine learning, computer vision or image processing.
 
Would you like to conduct a phone interview with some or all of the applicants?
 
Yes
 機器學習和體系構架結合
 
Professor’s Name Juan Santiago
 
Department
 
Mechanical Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) Build and test a microfluidic device for extracting DNA and studying chemical reactions using electric fields. This project involves both experimental and numerical approaches to characterize microfluidic mixing achieved using the aforementioned technique.
 
Desired Skills & Background
 
Experience with PDMS/microfluidic device fabrication, (and/or) numerical simulations using Matlab or other commercial software such as Comsol, Ansys Fluent, etc.
 
Good English communication skills.
Would you prefer an interview with the students?
 
Yes
 新老師,微流控,BioMEMS
 
Professor’s Name Silvio Savarese
 
Department
 
Computer Science
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) Collaborating with senior PhD students in the SVL Lab, the visiting student will work on computer vision and deep learning algorithms for task-oriented grasping.
 
The student will design a simple and general model for robotic grasp prediction in the 3D space. The model takes partially observed images and point clouds as input and predicts positions and orientations for the robot’s gripper to grasp the object. Both simulated and real-world robot experiments will be performed to collect data and train the model. Several potential research directions can be explored:
  1. Data-efficient reinforcement learning algorithms for grasping and manipulation with visual inputs.
  2. Feature representations for robotic grasping.
  3. Sim-to-real transfer learning for grasping and manipulation.
Desired Skills & Background
 
  • A strong background in computer vision and deep learning.
  • High ability and motivation for independent study.
  • Experience in reinforcement learning or robotic control would be a plus but is not required.
Would you prefer an interview with the students?
 
Yes
 增強學習和計算機視覺
 
Professor’s Name William Tarpeh
 
Department
 
Chemical Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) Electrochemical resource recovery from wastewater. Either:
  1. Electrochemical ammonia disinfectant production
  2. Electrochemical nitrogen sensors for contaminated water
 
 
Desired Skills & Background
 
Student in chemical engineering or environmental engineering preferred. Desired skills: electrochemistry, analysis of inorganic species in environmental water samples. Other valuable skills: mass spectrometry for organic compounds in environmental water samples
 
 
Would you prefer an interview with the students?
 
Yes
 新老師,偏電化學和環境應用
 
Professor’s Name Bo Wang
 
Department
 
Bioengineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) Perform computational single-cell transcriptomic analysis on the cell atlas of a regenerative animal, the planarian. Perform molecular biology experiments to validate gene expression patterns in the animals and study cell type classification and functions. 
 
Desired Skills & Background
 
Computational skills (primarily python), basic knowledge in molecular biology, genetics, and statistics.   
 
Would you prefer an interview with the students?
 
Yes
 新老師,計算生物學
 
Professor’s Name Fan YANG
 
Department
 
Bioengineering and Orthopaedic Surgery
UGVR Position Description (e.g. what is the type of project you have in mind for the student?) The main goal of our research group is to develop novel biomaterials and engineering tools to control stem cell biology, to promote tissue regeneration, or to eradicate cancer cells in vivo that cannot be removed using conventional therapies . Specifically, we develop biomaterials as 3D artificial cell niche to either promote stem cell differentiation, or to provide 3D disease models (i.e. brain cancer) as more physiologically relevant models for uncovering how cancer progress and for drug screening. In particular, we work extensively with injectable 3D matrices due to their ease for cell encapsulation, minimally invasive delivery for in vivo applications, and ability to fill defects of any shape in situ.  We also develop various in situ drug delivery systems that allows tunable release of growth factors or drugs in situ. The student will work directly with Prof. Yang and a senior member of the Yang lab (e.g. a postdoctoral fellow or a senior Ph.D. student) on a project that is at the interface of biomaterials, cell biology, and tissue engineering. Our group is highly interdisciplinary, and the student will get valuable opportunity to interact with postdocs, Ph.D. students and other undergraduates from a diverse background.
 
Desired Skills & Background
 
 
 
 
Passionate, inquisitive, independent and hardworking student who is collaborative and works well in a team setting. Good oral and written communication skills in English is a must. Prior research experience in one or more of the following areas would be a plus but not required: biomaterials, stem cells, tissue engineering, controlled drug delivery.
 
Preference for students from engineering departments such as: Biomedical engineering/Bioengineering, Materials Science& Engineering, Chemical Engineering, Mechanical Engineering.
 
(Please make sure this position is advertised to Biomedical Engineering departments and Materials Science Departments.)
 
Would you like to conduct a phone interview with the students?
 
Yes
 偏生物材料
 
Professor’s Name Yi Cui
 
Department
 
Materials Science and Engineering
UGVR Position Description (e.g. what is the type of project you have in mind for the student?)
 
 
 
Title: Nanostructures for Energy Conversion and Storage
Description: This project involves designing, synthesizing, characterizing inorganic nanostructured materials for next generation of energy conversion and storage devices. The devices might include batteries, electrocatalytic water splitting and thermo energy conversion.
 
Desired Skills & Background
 
 
 
Students with background in Chemistry, Physics, Materials Science, Chemical Engineering or Electrical Engineering are considered.
Would you like to conduct a phone interview with some or all of the applicants?
 
 Not necessary
納米大牛,一般收中科大學生和清華學生

UGVR項目每年僅提供18個申請名額,入選學生可在斯坦福工學院教授實驗室進行為期10周的暑期研究項目,科研領域涉及材料科學與工程、計算機科學、航空航天工程、機械工程、生物工程等。申請競爭非常激烈。
除了官方項目以外,更多同學科研選擇自聯暑研這條道路,可以選擇自己套磁,或者聯系留學中介協助申請工作。

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