Ergebnisse für: high dimensional computation

Extreme Value Theory Bayesian Nonparametrics for Extremes High-Dimensional Tail Dependence Entropic Risk Measures Machine Learning for Extreme Events Causal Inference in Heavy-Tailed Data Threshold Selection and Bias Correction Nonstationary Extremes and Time Series Quantum Finance and Systemic Risk Portfolio Optimization Under Tail Risk Information Theory Entropic Risk Meaures Quantum Systemic Risk Analysis

high-dimensional interacting stochastic systems dynamical systems multiscale models complex systems individual-based stochastic models agent-based modelling decentralised computational systems synchronous/asynchronous updating resilience to asynchronism density classiffication emergence of collective behaviour self-organisation bootstrap percolation crisis propagation equilibrium and non-equilibrium statistical mechanics

Mathematical Research Institute MATRIX special functions algebraic geometry approximation optimisation high dimensional computation mathematical biology dynamics low dimensional geometry nonlinear PDEs representation theory partial differential equations

Computational Intelligence Machine learning Evolutionary computation Deep neural networks Feature selection Smart cities Bioinformatics Real-world applications

Computational Intelligence Machine learning Evolutionary computation Deep neural networks Feature selection Smart cities Bioinformatics Real-world applications

Approximations of high-dimensional volume potentials Effective treatment of multivariate singular integral operators High-order semi-analytic cubature formulas Fast and accurate computation even for very high dimensions Basis functions introduced by Approximate Approximations One-dimensional integral representation with separable integrand Tensor product approximation Approximations via Gaussians and special polynomials Efficient computation to harmonic and biharmonic potentials Approximate solution of the Cauchy problem for the heat equation Computation of solutions to nonstationary Stokes system Computation of solutions to the Lamé system A fast solution method for time dependent Schroedinger equation 3-dimensional problems in elasticity and thermoelasticity Cubature of pseudo-differential operators

Approximations of high-dimensional volume potentials Effective treatment of multivariate singular integral operators High-order semi-analytic cubature formulas Fast and accurate computation even for very high dimensions Basis functions introduced by Approximate Approximations One-dimensional integral representation with separable integrand Tensor product approximation Approximations via Gaussians and special polynomials Efficient computation to harmonic and biharmonic potentials Approximate solution of the Cauchy problem for the heat equation Computation of solutions to nonstationary Stokes system Computation of solutions to the Lamé system A fast solution method for time dependent Schroedinger equation 3-dimensional problems in elasticity and thermoelasticity Cubature of pseudo-differential operators

Extreme Value Theory Bayesian Nonparametrics for Extremes High-Dimensional Tail Dependence Entropic Risk Measures Machine Learning for Extreme Events Causal Inference in Heavy-Tailed Data Threshold Selection and Bias Correction Nonstationary Extremes and Time Series Quantum Finance and Systemic Risk Portfolio Optimization Under Tail Risk Information Theory Entropic Risk Meaures Quantum Systemic Risk Analysis

Mathematical Research Institute MATRIX special functions algebraic geometry approximation optimisation high dimensional computation mathematical biology dynamics low dimensional geometry nonlinear PDEs representation theory partial differential equations

Mathematical Research Institute MATRIX special functions algebraic geometry approximation optimisation high dimensional computation mathematical biology dynamics low dimensional geometry nonlinear PDEs representation theory partial differential equations

high-dimensional interacting stochastic systems dynamical systems multiscale models complex systems individual-based stochastic models agent-based modelling decentralised computational systems synchronous/asynchronous updating resilience to asynchronism density classiffication emergence of collective behaviour self-organisation bootstrap percolation crisis propagation equilibrium and non-equilibrium statistical mechanics

high-dimensional interacting stochastic systems dynamical systems multiscale models complex systems individual-based stochastic models agent-based modelling decentralised computational systems synchronous/asynchronous updating resilience to asynchronism density classiffication emergence of collective behaviour self-organisation bootstrap percolation crisis propagation equilibrium and non-equilibrium statistical mechanics