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[½»Á÷] ÐÂ¼ÓÆÂÄÏÑóÀí¹¤´óѧCAP×éÕÐÆ¸£ü²©ºóPostdoc

Research Fellow/Tech Lead

The Cloud Application and Platform (CAP) Group from Nanyang Technological University, Singapore, is seeking 1 motivated Research Fellow in the topic of ¡°Digital Twin for Advanced Battery Analytics¡±.ÐÂ¼ÓÆÂÄÏÑóÀí¹¤´óÑ§ÔÆÓ¦ÓÃºÍÆ½Ì¨ (CAP) С×éĿǰÕýÔÚÕÐļ²©Ê¿ºó£¬ÏîÄ¿Î§ÈÆ¡°»ùÓڸ߼¶µç³Ø·ÖÎöµÄÊý×ÖÂÏÉú¼¼Êõ¡±¡£

Key Responsibilities
1.Developing physics-based and data-driven models to characterize battery electrochemical process; ¿ª·¢»ùÓÚÎïÀíºÍÊý¾ÝÇý¶¯µÄÄ£ÐÍÀ´±íÕ÷µç³Øµç»¯Ñ§¹ý³Ì£»
2.Design and implement algorithms for predicting electrical data at various nodes in the power system; Éè¼Æ²¢Ó¦ÓÃÔ¤²âµçÁ¦ÏµÍ³¸÷½ÚµãÊý¾ÝµÄËã·¨£»
3.Build a simulation platform for emergency scenarios with predictive maintenance features; ¹¹½¨Ó¦ÓÃÓÚ½ô¼±³¡¾°£¬¾ßÓÐÔ¤²âÐÔά»¤¹¦ÄܵÄÄ£ÄâÆ½Ì¨£»
4. Supervising junior graduate students; Ö¸µ¼²©Ê¿Éú»ò˶ʿÉú£¬ÌáÉý¿ÆÑÐÄÜÁ¦£»
5.Writing technical reports, including papers, patents and technical disclosures; ׫д¼¼Êõ±¨¸æ£¬°üÀ¨ÂÛÎÄ¡¢×¨ÀûºÍ¼¼ÊõÅû¶£»
6.Working closely with team members/engineers and assist in developing new features; ¾ßÓÐÍŶӺÏ×÷¾«Éñ£¬Ð­Öú¿ª·¢Ð¹¦ÄÜ£»
7.Ensuring responsiveness of applications; È·±£Ó¦ÓóÌÐòµÄÏìÓ¦ÄÜÁ¦;
8.Diagnosing the issue and resolving it on demand. »ý¼«µØÕï¶ÏºÍ½â¾öÎÊÌâ¡£

Job Requirements
1. PhD Degree in computer science, computer engineering, electrical engineering, information system or a related discipline; ¼ÆËã»ú¿ÆÑ§¡¢¼ÆËã»ú¹¤³Ì¡¢µçÆø¹¤³Ì¡¢ÐÅϢϵͳ»òÏà¹ØÑ§¿Æ²©Ê¿Ñ§Î»£»
2. Strong research record, preferably on top-tier computer science/engineering conferences; Á¼ºÃµÄÑо¿¼Ç¼£¬¶¥¼¶¼ÆËã»ú¿ÆÑ§/¹¤³Ì»áÒéÓÅÏÈ£»
3. Proficiency with Python and relevant packages, like NumPy, Pandas, PyTorch or Tensorflow; ÊìÁ·Ê¹ÓÃPythonºÍÏà¹ØÈí¼þ°ü£¬Èç NumPy¡¢Pandas¡¢PyTorch »ò Tensorflow£»
4. Excellent verbal communication skills and good problem solving skills; ÓÅÐãµÄ¿ÚÍ·¹µÍ¨ÄÜÁ¦ºÍÁ¼ºÃµÄ½â¾öÎÊÌâÄÜÁ¦£»
5. Attention to detail. ¹Ø×¢Ï¸½Ú£¬²¢ÓÐ×Ô¼ºµÄ¶ÀÁ¢Ë¼¿¼£»
6. Fluent spoken and written English. Á÷ÀûµÄÓ¢Óï¿ÚÓïºÍÊéдÄÜÁ¦¡£

Welfare
1. Competitive package with stipend, health insurance and high-tech university facilities. ¾ßÓоºÕùÁ¦µÄн×Ê¡¢Éú»î½òÌù¡¢Ò½ÁƱ£ÏÕºÍУ԰ÉèÊ©;
2. EP/SP sponsored by university; ѧУ×ÊÖúÉêÇ빤×÷×¼Ö¤£»
3. Opportunities to collaborate with world top universities, e.g., MIT, etc. Óë¹ú¼Ê¶¥¼¶¸ßУµÄºÏ×÷»ú»á¡£

Contact
You can find more information on (ÉêÇëÁ´½Ó):
https://ntu.wd3.myworkdayjobs.com/en-US/Careers/details/Research-Fellow--Computer-Science-Computer-Engineering-Electrical-Engineering-Information-System-_R00015735?q=R00015735
Or send CV to YGWEN@ntu.edu.sg

About CAP Group
Cloud Application and Platform Group is a cutting-edge research group from School of Computer Science and Engineering, NTU, Singapore. It is a leading research group in the area of Cloud Media Computing, Content Delivery Networks, Data Center architecture, and Big Data analytics. ÔÆÓ¦ÓÃÓëÆ½Ì¨×éÊÇÀ´×ÔÐÂ¼ÓÆÂÄÏÑóÀí¹¤´óѧ¼ÆËã»ú¿ÆÑ§Ó빤³ÌѧԺµÄÇ°ÑØÑо¿×é¡£ËüÊÇÔÆÃ½Ì弯Ëã¡¢ÄÚÈݽ»¸¶ÍøÂç¡¢Êý¾ÝÖÐÐļܹ¹ºÍ´óÊý¾Ý·ÖÎöÁìÓòµÄÁìÏÈÑо¿Ð¡×é¡£

Mission of the Cloud Application and Platform Lab is to conduct innovative and fundamental research in applications and platforms for cloud computing and to practice a learning-based framework for system prototyping and performance optimization, for large-scale networked computing systems. Vision of the lab is to incubate visionary technical leaders to drive future Information and Communication Technology (ICT) advances. CAP×éµÄʹÃüÊǶÔÔÆ¼ÆËãÓ¦ÓÃºÍÆ½Ì¨½øÐд´Ðºͻù´¡Ñо¿£¬²¢Îª´ó¹æÄ£ÍøÂç¼ÆËãϵͳʵ¼ù»ùÓÚѧϰµÄϵͳԭÐͺÍÐÔÄÜÓÅ»¯¿ò¼Ü¡£¸ÃʵÑéÊÒµÄÔ¸¾°ÊÇÅàÑøÓÐÔ¶¼ûµÄ¼¼ÊõÁìµ¼Õߣ¬ÒÔÍÆ¶¯Î´À´ÐÅÏ¢ºÍͨÐż¼Êõ (ICT) µÄ½ø²½¡£
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