Nanyang Technological University, School of Physical & Mathematical Sciences,, Division of Mathematical Sciences
*** this position has been closed. ***
Position Description
- stochastic optimal control
- model uncertainty in finance
- distributionally robust optimization (DRO)
- financial and insurance mathematics
- machine learning algorithms, their convergence rates and complexity analysis, and their applications in finance and insurance
- publication record in the relevant areas
- strong R/MATLAB programming skills
- strong ability to work independently and as part of a team with strong initiatives.
A research fellow (postdoc) position is currently available at the School of Physical & Mathematical Sciences, Nanyang Technological University (NTU), Singapore. The candidate is expected to work on cryptography and/or machine learning.
Job Description:
Conduct research on cryptography and/or machine learning
Help prepare reports and presentations for the project
Publish relevant results to cryptography and/or machine learning conferences/journals
Job Requirements:
PhD in Mathematics and/or Electronics and/or Computer Science
Ability to work independently and as part of a team with strong initiatives.
Good communication and interpersonal skills.
Expertise in symmetric cryptanalysis/design and/or machine learning is a strong plus
We regret that only shortlisted candidates will be notified.
Position Type: Postdoctoral
Quantity: 1
Location: NTU, Singapore
Deadline: 30/4/2024
Division of Mathematical Sciences (MAS) in School of Physical and Mathematical Sciences (SPMS) is looking for a candidate to join them as a Research Fellow in the group of Wang Zhongjian.
Key Responsibilities:
Conducting research in one or more of
the following fields:
- Computation of PDE
- Numerical Analysis
- Generative models and Machine Learning
Job Requirements:
- PhD in Mathematics or closely related fields
- Publication record in the relevant areas
- Strong Python programming skills and knowledge of
JAX (or PyTorch, or Tensorflow) will be highly considered
- Strong ability to work independently and as part of a team with strong initiatives
The postdoctoral position is a full-time research position with no teaching responsibilities. The position is for two years with possibilities of renewal for another year, subject to performance and funding availabilities.
To apply for this position, please submit the CV and cover letter. In addition, candidates should arrange at least three recommendation letters to be sent directly to Zhongjian.
The College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability.
We regret that only shortlisted candidates will be notified.
Job Contact
Name: Wang Zhongjian
Position Type: Postdoctoral
Quantity: 1
Location: NTU, Singapore
Deadline: The position is open until filled
Division of Mathematical Sciences (MAS) in School of Physical and Mathematical Sciences (SPMS) is looking for a candidate to join them as a Research Fellow.
Key Responsibilities:
- Development of stochastic and analytical methods for the numerical solution of highly nonlinear partial differential equations arising in plasma physics
- Implementation of relevant numerical experiments using deep learning algorithms
Job Requirements:
- PhD degree in Applied Mathematics
- Relevant research experience in the numerical solution of PDEs, stochastic and Monte Carlo methods, and neural network coding in Pytorch / Tensorflow
- Enthusiasm, good communication skills, and being able to conduct independent research
We regret to inform that only shortlisted candidates will be notified.
Webpage:https://ntu.wd3.myworkdayjobs.com/en-US/Careers/job/Research-Fellow--Machine-learning---Generative-models-_R00015447 , https://personal.ntu.edu.sg/nprivault/indexp.html
Job Contact
Name: Nicolas Privault
Job Contact
Email: nprivault@ntu.edu.sg
Position Title: Research Fellow (Algebra and Combinatorics)
Position
Type: Postdoctoral
Quantity:
1
Location:
NTU, Singapore
Deadline:
No Deadline
Division of Mathematical Sciences (MAS) in School of
Physical and Mathematical Sciences (SPMS) is looking for a Research Fellow with
strong expertise and publication record in algebra, combinatorics, finite
geometry, or a closely related area of mathematics.
Key Responsibilities:
- Propose methods
to tackle open problems concerning optimal configurations in finite
geometry
- In cooperation
with PI and Co-PI, carry out numerical studies to identify promising
directions for constructions and nonexistence results for equiangular
tight frames
- Produce
mathematical proofs for conjectures that arise from numerical studies
Requirements:
- PhD in
mathematics
- Deep knowledge
in algebra, combinatorics, finite geometry, or a closely related area of
mathematics
- Good track
record of publications in algebra, combinatorics, finite geometry, or a
closely related area of mathematics
We regret to inform that only shortlisted candidates will
be notified.
Webpage: https://ntu.wd3.myworkdayjobs.com/en-US/Careers/job/Research-Fellow--Algebra-and-Combinatorics-_R00016691-1
Job
Contact Name: Gary Greaves
Job Contact Email: gary@ntu.edu.sg
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