Research Fellow/Senior Research Fellow

2 weeks ago


Singapore NTU (Nanyang Technology University- MainOffice-HR) Full time
The School of Physical and Mathematical Sciences (SPMS) atNTU Singapore hosts research and education activities in twodivisions: Division of Mathematical Sciences (MAS) and Division ofPhysics and Applied Physics (PAP). MAS covers diverse topicsranging from pure mathematics to the applications of mathematics incryptography, computing, business, and finance. PAP covers manyareas of fundamental and applied physics, including quantuminformation, condensed matter physics, biophysics, and photonics.Over the years, SPMS has attracted talented individuals from aroundthe world and Singapore to join as scientific leaders andresearchers.

The Nanyang Quantum Hub at SPMS iscurrently seeking Research Fellow/Senior Research Fellow for aspecial focus project led by Mile Gu on Quantum-EnhancedIntelligent Agents - with a focus on the following the bigquestions:
  • What are the fundamentalresources behind complex adaptivebehaviour?
  • How do such limits differ dependingon whether we use a class of quantum informationprocessing?
  • Can quantum agents under resourceconstraints or energy perform better at various adaptivegames?
  • How can we best train quantum agentsusing a combination of classical and quantumtechniques?
  • Can quantum agents learn from lessdata or be moreexpressive?


KeyResponsibilities:
  • Task ininvestigating the big scientific questions cantered thematicallyaround quantum-enhanced agents, learning and intelligence, whichwill involve interfacing ideas from quantum information, quantumthermodynamics, statistical learning theory and complexityscience.
  • Assist in preparation of scientificmanuscripts in quantum-agents and related research areas in highimpact scientific journals and conferenceproceedings.
  • Supervise PhD students in quantumagents and related areas of research.
  • Conductresearch in quantum-agents and related areas ofresearch.
  • Organise inter-group discussions intopical areas related to quantumagents


JobRequirements:
  • PhD intheoretical quantum information science or foundations and/ormachine-learning foundations.
  • Excellent Englishverbal/written communication skills is essential to conductresearch.
  • Record of high impact publicationsrelated to quantum information science and/or machine-learningfoundations.
  • Ability to communicate techniqueideas to interdisciplinary scientificaudiences.
  • Prior research experience in quantummachine learning, statistical learning theory, computationalmechanics, quantum algorithms, quantum resources and quantumthermodynamics arewelcome.


The College ofScience seeks a diverse and inclusive workforce and is committed toequality of opportunity. We welcome applications from all andrecruit on the basis of merit, regardless of age, race, gender,religion, marital status and family responsibilities, ordisability.

We regret to inform that onlyshortlisted candidates will be notified.

HiringInstitution: NTU

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