사우스 캐롤라이나 대학교 (University of South Carolina) 기계공학과 Dr. Yi Wang 그룹에서 Fall
2021 및 Spring 2022 에 입학가능한 박사과정 2명을 모집합니다. 저희 연구실에서는 Graduate Research
Assisantship을 제공하며 Tuition+Stipend+Insurance이 포함됩니다. 문의사항은 Dr. Yi Wang
(yiwang@cec.sc.edu)나 담당자 서정일 (jshu@mailbox.sc.edu)로 이메일을 보내주시면 자세히
답해드립니다.
홈페이지: https://yiwangusc.wixsite.com/yiwang
연구 내용:
1. Reduced Order Modeling, 머신 러닝, 멀티 피직스 시스템 최적화
We will investigate and develop reduced order modeling, machine learning, and design optimization methods for multiphysics systems for a variety of engineering applications, which include but not limited to thermal-fluidics, aerospace and aeroservoelasticity, energy materials and management, additive manufacturing, and microfluidics & nanofluidics.
2. Computing and Control on Edge Computing in Robotics
We will investigate and develop control framework, algorithms, and cyberphysical systems for a variety of engineering applications on edge computing platforms, which include but not limited to energy auditing & cybersecurity, multi-fidelity model optimization, and autonomous systems (real-time fault detection & mitigation, path planning, and control).
Research efforts will include at least one of the followings
- Development of reduced order models for multiphysics engineering systems
- Development of data mining, machine learning, and optimization algorithms
- Development of CPU+GPU computing algorithms
- Development of control framework for various robotic platforms
At least one of the qualifications below is preferred:
- Strong background in control theory, linear algebra, and computational mathematics and/or mechanics
- Experience in developing numerical models, codes, and computation algorithms (CFD and FEM)
- Hands-on experience with computing in Matlab, C/C++, Python, or other object-oriented programming languages
- Hands-on experience with embedded system and edge-computing modules, such as Jetson TX series, Intel NUC, Raspberry Pi, and Arduino.
- Strong interest and self-motivation to perform cutting-edge research and conquer challenges in real-world engineering and to publish high-impact papers
The
group of Dr. Wang focuses on computational and data-enabled science and
engineering (CDS&E) and its applications in real-world multiphysics
systems, including micro/nanofluidics, energy management, additive
manufacturing, aerodynamics & aerospace. CDS&E, recently
emerging as a focal point of multidisciplinary research has been applied
to essentially each phase of technology development and industrial
engineering, from conceptualization, virtual prototyping and design, and
automation and control, to final verification and validation (V&V).
Our group aims to discover and develop new methodologies, framework,
and capabilities to bridge CDS&E and system engineering in the real
world and with particular emphasis on multiphysics and engineering
intelligence. To apply, please send your CV/Resume, publications, etc.
in a single PDF (for Ph.D. applicants, transcripts, and GRE scores are
also required) to Dr. Wang (yiwang@cec.sc.edu) with the email subject “Position Application”.