School of Mathematics and Physics

Projects

Projects per year 2008 2018 2019 2020 2022 2023 2024 2028

• 13 Not started
• 104 Active
• 202 Finished

Projects per year

Search results

• Active

  RDF-24-01-004: Multi-objective Portfolio Optimization via Deep Reinforcement Learning based on Generalized Hyperbolic Distributio

  Karn, A. L.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Deep Reinforcement Learning 100%
  • Multiobjective 100%
  • Portfolio Selection 100%
  • Research Project 40%
  • Portfolio Management 40%

• Some research problems in actuarial science using deep learning

  Yang, H., Bai, L., Zhang, Z., Jin, Z. & Li, S.

  1/01/25 → 31/12/28

  Project: Governmental Research Project

• High-Dimensional Reinforcement Learning by Multi-Armed Bandit

  Liu, K.

  1/01/25 → 31/12/27

  Project: Internal Research Project

• Efficient numerical methods for the dynamics of ferromagnetic materials

  Xie, C.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Ferromagnetic Material 100%

• Analysis on Some Stochastic Evolution Equations in Hilbert Spaces with Applications in Fluid Dynamics and Finance

  Miao, Y.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Hilbert Space 100%
  • Evolution Equation 100%
  • Stochastics 100%

• Exact formulae in multi-species exclusion processes

  Chen, Z.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• Dynamic tail risk measurement with granular information

  Lu, Z.

  1/01/25 → 31/12/27

  Project: Internal Research Project

• Multi-objective Portfolio Optimization via Deep Reinforcement Learning based on Generalized Hyperbolic Distribution

  Karn, A. L.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Deep Reinforcement Learning 100%
  • Multiobjective 100%

• RFIS-II: Percolation of first-order cosmological phase-transitions

  Fowlie, A. J.

  1/01/25 → 31/12/26

  Project: Governmental Research Project

  • Cosmological Phase Transitions 100%
  • Percolation 100%

• Percolation of first-order cosmological phase transitions in the early Universe

  Fowlie, A. J.

  1/01/25 → 31/12/26

  Project: Governmental Research Project

  • Cosmological Phase Transitions 100%
  • Early Universe 100%
  • Percolation 100%

• Packing vertex colorings and packing edge colorings of graphs

  Liu, X.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• Hyperbolic geometry of manifolds

  Zheng, F., Chen, Q. & Wang, Z.

  1/01/25 → 31/12/28

  Project: Governmental Research Project

  • Manifold 100%
  • Hyperbolic Geometry 100%

• The phase transitions and the asymptotical behaviors of the non-directed polymer model

  Wei, R.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• Central Values of Triple Product L-functions

  Guan, B.

  1/01/25 → 31/12/27

  Project: Internal Research Project

• The Prescribed Second Gauduchon Scalar Curvature Problem in Almost Hermitian Geometry

  Zhou, W.

  1/01/25 → 31/12/26

  Project: Internal Research Project

  • Scalar Curvature 100%

• Extensions and applications of rearrangement optimization theory

  Liu, Y.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• Study on single-loop full splitting algorithms for nonconvex, nonsmooth optimization with multiple composite structures

  Tao, M. & Liu, K.

  1/01/25 → 31/12/28

  Project: Governmental Research Project

  • Composite Structure 100%

• Code-Based Privacy-Preserving Cryptographic Constructions with New and Enhanced Features

  Zeng, N. & Nguyen, K.

  14/10/24 → 30/09/25

  Project: Internal Research Project

  • Privacy Preserving 100%

• Bayes factor surface for searches for new physics

  Fowlie, A. J.

  5/09/24 → 1/10/27

  Project: Internal Research Project

• RDF-TP-0009

  Chen, H.

  1/09/24 → 31/08/27

  Project: Internal Research Project

• What are the Computing Skills of Future Applied Mathematicians? Use of Generative AI in Computer Labs of a Mathematical Module based on Student Partnership

  Zhang, H., Wang, Y. & Niu, Q.

  1/09/24 → 31/08/25

  Project: Internal Research Project

• RDF-TP-0025

  Pang, X.

  1/09/24 → 31/08/27

  Project: Internal Research Project

• Study of Theory and Algorithms for Nonsmooth Variational Inequalities on Hadamard Manifolds

  Lu, Y.

  1/07/24 → 30/06/27

  Project: Internal Research Project

  • Manifold 100%
  • Variational Inequality 100%

• Spaces with symmetry through the K-theoretic lens

  Fok, C.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• Goodness-of-Fit Test for Conditional Distributions with Reproducing Kernel Hilbert Spaces

  Li, Y.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• A research on the facilitation mechanism and implementation pathway for China's shipbuilding sector of the collaborative practice in ESG

  Wang, J. & Liu, L.

  1/07/24 → 31/12/26

  Project: Governmental Research Project

  • Shipbuilding 100%
  • Environmental, Social and Corporate Governance 100%
  • China 100%

• Topics in Quantum Topology

  Chen, Q.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• Motion of a body under the free surface

  Kostikov, V.

  1/07/24 → 30/06/26

  Project: Internal Research Project

  • Free Surface 100%

• RDF-23-02-016: Study of Theory and Algorithms for Nonsmooth Variational Inequalities on Hadamard Manifolds

  Lu, Y.

  1/07/24 → 30/06/27

  Project: Internal Research Project

  • Manifold 100%
  • Variational Inequality 100%

• Spaces with symmetry through the K-theoretic lens

  Fok, C.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• Doubly Perturbed Optimizer for Gradient Estimation

  Sun, X.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• Physics-Informed Deep Learning Approaches for Parameter Estimation and Super-Resolution

  Yang, D.

  1/07/24 → 30/06/27

  Project: Internal Research Project

• Stochastic modelling on the stability of financial system

  Zhang, Z. & Xing, R.

  1/07/24 → 1/07/26

  Project: Governmental Research Project

  • Stochastics 100%

• TDF: Visualization of differential equations

  Liu, Y., Rao, Z. & Lloyd, S.

  1/03/24 → 28/02/27

  Project: Other

  • Differential Equation 100%
  • Natural World 25%
  • Mathematical Theory 25%
  • Mathematics 25%

• The Study of the Dynamic Charge Model and Performance Enhancement Mechanism for Triboelectric Nanogenerators

  Liu, Y.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

  • Triboelectric Nanogenerators 100%

• On the existence of positive Einstein metrics of cohomogeneity one and the related geometric equations

  Chi, H.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

• Cross-Sectional Variation of Stock Option Risk Premium

  Xu, Y.

  1/01/24 → 31/12/26

  Project: Internal Research Project

• Insurance portfolio management using Deep Learning

  Yang, H.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Portfolio Selection 100%

• The Asymptotic Behaviors of Random Polymers in Random Environments

  Wei, R.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Asymptotic Behavior 100%

• Study of edges in phylogenetic trees: a probability aproach

  Bocharov, S.

  1/01/24 → 31/12/26

  Project: Internal Research Project

• Optimal stopping problems with state-dependent killing

  Xu, X.

  1/01/24 → 31/12/26

  Project: Internal Research Project

• Performance Enhancement Mechanism in Triboelectric Pressure Sensor

  Liu, Y., Xie, L. & Lu, B.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Pressure Sensor 100%

• Applying Stochastic Models to Option Pricing, Trading Strategies and Volatility Analysis

  Yang, C.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Volatility 100%

• Applications of state complexes to AI gridworlds

  Tang, R.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Artificial Intelligence 100%

• Investigation of Robust Generalization of Adversarial Training in Deep Learning

  Zhang, R. & Huang, K.

  1/01/24 → 31/12/27

  Project: Governmental Research Project

  • Deep Learning Method 100%

• The research on the cycle structure and complexity of nonlinear feedback shift registers sequences

  Zhang, Y.

  1/01/24 → 31/12/27

  Project: Governmental Research Project

  • Nonlinear Feedback 100%
  • Shift Register 100%

• Research on stochastic control problems of life insurance models under hidden Markov chain environment and annuity puzzle problems

  Xu, R.

  1/01/24 → 31/12/27

  Project: Governmental Research Project

  • Life Insurance 100%
  • Stochastics 100%
  • Markov Chain 100%
  • Control Problems 100%
  • Stochastic Control 100%

• Study of Feichtinger's Problem, Frames, Uncertainty Principles on Modulation Spaces and its Applications

  Poria, A.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Modulation Space 100%

• Groups acting on rooted trees and their subgroups

  Leemann, P.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Closed Subgroup 100%

• An analytical and numerical investigation on a suspension flow with a Plykin attractor

  Ru, L.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Suspension Flow 100%