scientific-machine-learning 66 julia 55 differential-equations 41 ode 33 sde 25 dae 21 differentialequations 19 ordinary-differential-equations 19 dde 17 hacktoberfest 15 symbolic 14 symbolic-computation 14 neural-ode 13 stochastic-differential-equations 12 machine-learning 12 neural-differential-equations 11 automl 10 data-science 10 distributed-systems 10 equation-discovery 10 evolutionary-algorithms 10 explainable-ai 10 genetic-algorithm 10 interpretable-ml 10 symbolic-regression 10 pde 9 differential-algebraic-equations 9 delay-differential-equations 9 partial-differential-equations 7 hybrid-differential-equation 6 python 6 high-performance 5 array 5 recursion 5 vector 5 stochastic 5 ssa 4 gpu 4 scientific-ml 4 scientific-ai 4 r 4 jump-diffusion 4 stochastic-jump-equations 4 linear-algebra 4 krylov-methods 4 optimization 4 adaptive 4 gillespie 4 arrays 4 interface 4 composibility 4 newton-krylov 4 factorization 4 newton-raphson 4 high-performance-computing 4 sensitivity-analysis 3 julialang 3 simulation 3 julia-language 3 dsl 3 event-handling 3 stochastic-processes 3 pytorch 2 nerual-differential-equations 2 echo-state-networks 2 matlab 2 reservoir-computing 2 rnn 2 jax 2 climate 2 benchmark 2 ai-for-science 2 ai 2 spde 2 scientific 2 numerical 2 dynamical-systems 2 indexing 2 high-level-interfaces 2 world3 2 domain-specific-language 2 acausal-modeling 2 muladd 2 fma 2 nonlinear-optimization 2 cryosphere 2 glaciers 2 amg 2 distributed-computing 2 linear-solvers 2 multigrid 2 preconditioners 2 rootfinding 2 nonlinear-systems 2 nonlinear-solvers 2 nonlinear-dynamics 2 newton 2 falsi-position 2 falsi-method 2 broyden-method 2