Compression methods for approximate stochastic modelling

Compression methods for approximate stochastic modelling

Understanding of the natural world can be accounted to effective information processing. Natural processes, however, are often riddled with enormous amount of information and high non-linearity. A need to simplify these problems becomes paramount for practical purposes. Computational mechanics has c...

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Bibliografiske detaljer
Hovedforfatter:	Onggadinata, Kelvin
Andre forfattere:	Gu Mile
Format:	Final Year Project (FYP)
Sprog:	English
Udgivet:	Nanyang Technological University 2020
Fag:	Science::Mathematics::Applied mathematics::Information theory Science::Physics
Online adgang:	https://hdl.handle.net/10356/139314

Lignende værker

Predictive modelling of quantum stochastic processes
af: Huang, Ruocheng
Udgivet: (2021)

Generalised polynomial chaos approximation for stochastic fractional partial differential equations
af: Teh, Yu Xuan
Udgivet: (2023)

Quantum-enhanced stochastic analysis
af: Chang, Derek Ding Cong
Udgivet: (2023)

Time-inconsistent stochastic linear-quadratic control in continuous time
af: Song, Wan Jing
Udgivet: (2021)

Stochastic modelling of membrane filtration
af: Griffiths, I, et al.
Udgivet: (2017)

Delay-dependent stability analysis of numerical methods for stochastic delay differential equations
af: Huang, Chengming, et al.
Udgivet: (2013)

A study on epidemic modelling using deterministic and stochastic SIR compartmental models
af: Lim, Lionel Rui Qi
Udgivet: (2023)

Parabolic systems and stochastic controls: nonlocality, nonlinearity, and time-inconsistency
af: Lei, Qian
Udgivet: (2022)

Approximation of the stability number of a graph via copositive programming
af: Klerk, Etienne de., et al.
Udgivet: (2011)

Gamma approximation of stochastic integrals
af: Nicholas, Susanto Tjandra
Udgivet: (2019)

Block-Based K-Medoids Partitioning Method with Standardized Data to Improve Clustering Accuracy
af: Kariyam, Kariyam, et al.
Udgivet: (2022)

Performance of stochastic Runge-Kutta Methods in approximating the solution of stochastic model in biological system
af: Noor Amalina Nisa, Ariffin, et al.
Udgivet: (2017)

Numerical methods for model-free pricing in finance, optimal transport, and cyber risk management
af: Xiang, Qikun
Udgivet: (2023)

Using neural networks for approximating functions and equations
af: Li, Yongming
Udgivet: (2019)

Abelian codes in principal ideal group algebras
af: Jitman, Somphong, et al.
Udgivet: (2013)

On functional encryption : new constructions and some relations
af: Chen, Jie
Udgivet: (2013)

Constructions for difference triangle sets
af: Colbourn, Charles J., et al.
Udgivet: (2010)

On design and analysis of symmetric key ciphers
af: Nguyen, Phuong Ha
Udgivet: (2013)

List decoding of rank-metric and cover-metric codes
af: Liu, Shu
Udgivet: (2018)

An upper bound on the complexity of multiplication of polynomials modulo a power of an irreducible polynomial
af: Kaminski, Michael, et al.
Udgivet: (2013)

Algorithmic information theory in the stock market
af: Loh, Kenneth
Udgivet: (2019)

Wiretap encoding of lattices from number fields using codes over Fp
af: Kositwattanarerk, Wittawat, et al.
Udgivet: (2013)

Enhanced prediction of several protein structural attributes with machine learning algorithms
af: Yang, Jianyi
Udgivet: (2012)

Parallelisable variants of Camellia and SMS4 block cipher : p-Camellia and p-SMS4
af: Yap, Huihui, et al.
Udgivet: (2013)

Constrained codes for intercell interference mitigation and dynamic thresholding in flash memories
af: Vu, Van Khu
Udgivet: (2018)

Exploring machine learning methods on molecular data
af: Tan, Chen Hui
Udgivet: (2021)

On constacyclic codes and their generalizations
af: Tharnnukhroh, Jareena
Udgivet: (2022)

The primal-dual second-order cone approximations algorithm for symmetric cone programming
af: Chua, Chek Beng.
Udgivet: (2009)

Randomised benchmarking with gate-dependent noise : plus applications in the triple quantum dot qubit
af: Zaw, Lin Htoo
Udgivet: (2020)

Leveraging approximation properties of neural networks for efficient bond pricing
af: Samay, Panwar
Udgivet: (2023)

3-D multicomponent full waveform inversion for shallow-seismic target: Ettlingen Line case study
af: Irnaka, Theodosius M., et al.
Udgivet: (2021)

3D Chromosome Modelling with Hi-C data
af: Koh, Qi Cheng
Udgivet: (2020)

Superconvergence for the gradient of finite element approximations by L2-projections
af: Heimsund, Bjorn-Ove, et al.
Udgivet: (2009)

Extreme dimensionality reduction with quantum modeling
af: Elliott, Thomas J., et al.
Udgivet: (2021)

A reformulation of additive models
af: Wozniakowski, Alex
Udgivet: (2022)

Pricing in a duopoly market using a representative consumer model
af: Moo, Zi Hao
Udgivet: (2023)

Exponential convergence of spectral approximations and time-domain computation of scattering problems.
af: Zhao, Xiaodan.
Udgivet: (2013)

Forecasting Tourist Arrivals to Sangiran Using Fuzzy with Calendar Variations
af: Sulandari, Winita, et al.
Udgivet: (2022)

A New Approach to Determine the Minimal Polynomials of Binary Modified de Bruijn Sequences
af: Musthofa, Musthofa, et al.
Udgivet: (2022)

Efficient and Robust Method to Detect the Location of Macular Center Based on Optimal Temporal Determination
af: Wibawa, Helmie Arif, et al.
Udgivet: (2022)