dynamical-systems machine-learning model-discovery nonlinear-dynamics sparse-regression system-identification

Economics Materials Science (40%)

attractor chaos complexity delay-coordinates dynamical-systems entropy fractal-dimension hacktoberfest lyapunov mathematics nonlinear nonlinear-dynamics physics

cellular-automata complex-systems complexity computation nonlinear-dynamics

change-point-detection critical-slowing-down critical-transitions early-warning-signals hacktoberfest nonlinear-dynamics nonlinear-timeseries-analysis resilience-loss tipping-points

control-systems data-driven dealii dune empirical-interpolation fenics model-order-reduction model-reduction ngsolve nonlinear-dynamics parametric python reduced-basis state-space

chaos delay-embedding hacktoberfest nonlinear nonlinear-dynamics nonlinear-timeseries-analysis reconstruction timeseries

floquet floquet-theory harmonic-balance julia nonlinear-dynamics oscillators perturbation-theory symbolic-computation time-dependent-hamiltonian time-dependent-systems

complex-systems complexity entropy frequency hacktoberfest julia nonlinear nonlinear-dynamics nonlinear-timeseries-analysis ordinal-patterns permutation-entropy probability state-space

automatic-control control-systems feedback-systems feedforward-control julia linear-control linear-dynamic-systems model-predictive-control moving-horizon-estimation nonlinear-control nonlinear-dynamics state-estimation

empirical-dynamic-modeling high-performance-computing nonlinear-dynamics time-series

hacktoberfest julia nonlinear-dynamics nonlinear-timeseries-analysis recurrence recurrence-quantification-analysis rqa timeseries timeseries-analysis

chaos chaotic-systems nonlinear-dynamics nonlinear-time-series time-series

cran filtering filtering-algorithm nonlinear-dynamics nonlinear-optimization reduced-rank-parameters sampling simulated-data smoothing state-space-models stiefel-manifold time-series-models

biomathematics biostatistics mathematical-modelling nonlinear-dynamics nonlinear-regression ordinary-differential-equations saccharomyces-cerevisiae

choagate machine-learning nonlinear-dynamics optimization

automatic-differentiation blockdiagram control-systems differentiable-simulations framework hierarchical-modeling nonlinear-dynamics python simulation simulation-framework system-simulation transient-analysis

Mathematics (45%)

autoregressive-models dynamical-modeling dynamical-systems forward-selection machine-learning narmax narx nonlinear-dynamics orthogonal-forward-regression system-identification time-series time-series-forecasting

computational-mechanics gmsh gnu-octave matlab nonlinear-dynamics paraview structural-analysis structural-engineering

biomathematics biostatistics mathematical-modelling nonlinear-dynamics nonlinear-regression saccharomyces-cerevisiae-database

automatic-differentiation backpropagation control controller differentiable-simulations gradient-based-optimisation jax model-based-control nonlinear-control nonlinear-dynamics nonlinear-optimization planning planning-algorithms planning-domain-definition-language policy-gradient rddl reinforcement-learning sgd sgd-optimizer stochastic-gradient-descent

nonlinear-dynamics performance-testing recurrence-plot recurrence-quantification-analysis time-series-analysis