博后招募 | 新加坡国立大学Immersive Reality Lab招收VR/AR/LLM方向博士后

2023-10-12 05:10

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新加坡国立大学

新加坡国立大学（National University of Singapore）简称国大（NUS），是亚洲顶尖国际知名学府。截至2023年，新加坡国立大学在QS世界大学排名为世界第8名（亚洲第一）、泰晤士高等教育世界大学排名为世界第19名、世界大学学术排名为世界第71名、美国新闻与世界报导为世界第26名。

新加坡国立大学工程设计学院工程设计创新中心Immersive Reality Lab正在寻找两名博士后研究员。博士后候选人要求利用沉浸现实技术（VR/AR/MR）开发交互式虚拟手术场景，为医学生提供医学模拟与训练；以及利用沉浸现实技术和大语言模型（LLM）为飞行员和机组人员提供模拟训练。成功入选的博士后候选人有机会加入新加坡国立大学医学院以及新加坡航空-国大共建实验室进行工作。

Postdoctorate Research Fellow

研究方向：VR/AR development for medical simulation

Job Description

As a Postdoctoral Research Fellow in Virtual Reality (VR) and Augmented Reality (AR) for Medical Simulation Education, you will join a dynamic research team focused on advancing immersive technologies in the field of medical education. Your role will involve conducting innovative research, developing cutting-edge VR and AR applications, and collaborating with multidisciplinary teams to enhance medical simulation training and education. This position offers an exciting opportunity to contribute to the development of immersive solutions that can improve healthcare training and patient outcomes. The research is jointly supervised by principal investigators from the Department of Obstetrics & Gynaecology (O&G), School of Medicine and Immersive Reality Lab, College of Design and Engineering at the National University of Singapore.

Key Responsibilities

Research Design and Execution: Conduct independent and collaborative research projects focused on utilizing VR and AR technologies for medical simulation education. Define research questions, design experimental protocols, collect and analyze data, and contribute to the academic and scientific community through publications and presentations.

Development of Medical Simulations for O&G students: Develop interactive and realistic VR and AR simulations to simulate medical scenarios, procedures, and patient interactions. Where appropriate, may incorporate haptic feedback to enhance the fidelity and effectiveness of medical training experiences.

Collaboration with Medical School Educators: Collaborate closely with medical professionals, educators, and subject matter experts to translate training requirements into immersive simulations that address specific learning objectives.

User Experience (UX) Design and Evaluation: Apply principles of UX design to create intuitive and user-friendly VR and AR interfaces for medical simulations. Conduct user studies and evaluations to assess the effectiveness, usability, and user satisfaction of the developed applications.

Mentoring and Teaching: Provide guidance and mentorship to junior researchers, graduate and undergraduate students, or research assistants involved in medical simulation projects. Contribute to workshops, seminars, and training programs to share knowledge and expertise in the field of VR and AR for medical education.

Qualifications

1. Ph.D. in Computer Science, Electrical/Computer Engineering or a related field, with a focus on VR, AR, or related immersive technologies.

2. Strong programming skills and experience with relevant languages (e.g. C#, Unity) and VR/AR development frameworks.

3. Solid understanding of VR and AR concepts, technologies, and applications, particularly in the context of medical simulation and education.

4. Experience in conducting independent research and a proven track record of publications in reputable conferences or journals in the field of VR/AR and medical education.

5. Knowledge of user-centered design principles and experience with UX/UI design for immersive applications.

6. Strong problem-solving skills and the ability to work on complex research projects.

7. Excellent written and verbal communication skills, with the ability to present research findings effectively to both technical and non-technical audiences.

8. Ability to work both independently and collaboratively in a multidisciplinary research environment.

Postdoctorate Research Fellow

研究方向：VR/AR and Large Language Model for Pilot Simulation Training

Job Description

In collaboration between Singapore Airlines (2023 World's Best Airline*) and the National University of Singapore (Top 10 universities globally*), the SIA-NUS Digital Aviation Corp Lab was established, with support from the National Research Foundation, Singapore. SIA-NUS Digital Aviation Corp Lab aims to create innovative technologies that accelerate digital transformation, redefine air travel, and enhance safety and security.

We are seeking a highly motivated and skilled Postdoctorate Research Fellow to join our team in the field of Virtual/Augmented Reality (VR/AR) and Large Language Models (LLMs) for Pilot Simulation Training. This position offers an exciting opportunity to contribute to cutting-edge research and development in the aviation industry, with a focus on leveraging VR/AR and LLM technologies for pilot competency-based simulation training.

Key Responsibilities

Conduct research on the application of VR/AR and Large Language Models in pilot simulation training, aiming to enhance realism, interactivity, and instructional effectiveness.

Collaborate with a multidisciplinary team of engineers, data scientists, and aviation experts to define research objectives and develop innovative approaches for integrating VR/AR and LLM technologies into pilot training simulations.

Design and develop VR/AR-based training environments that utilize LLMs to generate dynamic and realistic dialogue interactions for pilot-instructor communication, scenario-based training, and decision-making exercises.

Conduct usability studies. Collect and analyze data from VR/AR simulations and pilot training scenarios to evaluate the effectiveness and performance of the simulation modalities.

Provide guidance and mentorship to junior researchers, graduate and undergraduate students, or research assistants. Publish research findings in prestigious journals and present at conferences and industry events to contribute to the scientific community and promote advancements in VR/AR, LLMs and pilot simulation training.

Qualifications

1. Ph.D. degree in Computer Science, Electrical and Computer Engineering or a related field, with a focus on VR/AR, Natural Language Processing, or Human-Computer Interaction.

2. Strong background and research experience in VR/AR, Large Language Models, or related fields, demonstrated through high-quality publications in reputable conferences or journals.

3. Proficiency in programming languages commonly used in VR/AR and LLM research, such as Python, C++/C#, or Unity.

4. Experience with VR/AR hardware and software platforms.

5. Familiarity with state-of-the-art Large Language Models, such as GPT-4 or similar architectures, and their applications in natural language processing tasks.

6. Strong analytical and problem-solving skills, with the ability to think creatively and develop innovative solutions.

7. Excellent communication skills, both written and verbal, to effectively convey research findings and collaborate with cross-functional teams.

申请方式

For application, please send an email with a detailed CV, PhD degree and a research summary to Dr. Shaoyu Cai ([email protected]) and cc Prof. Khoo Eng Tat ([email protected]). More details about projects in Immersive reality Lab can be found in https://cde.nus.edu.sg/edic/projects/innovating-with-immersive-reality/. Applications are open until all positions are filled.

有申请意向的候选者请将个人详细简历，博士学位证书以及个人研究概括通过邮件发送给蔡绍禹博士 ([email protected]) 并抄送Prof. Khoo Eng Tat ([email protected])，符合条件的申请者会收到面试邀请回复。