sciml

python r julia ode dde partial-differential-equations dynamical-systems differential-equations differentialequations sde pde dae spde stochastic-differential-equations delay-differential-equations stochastic-processes differential-algebraic-equations scientific-machine-learning neural-differential-equations sciml

performance-engineering parallelism neural-networks differential-equations gpu-computing numerical-methods lecture-notes neural-ode scientific-machine-learning neural-sde stiff-equations scientific-simulators sciml

python r julia ode dde partial-differential-equations differential-equations ordinary-differential-equations differentialequations sde pde dae stochastic-differential-equations neural-ode scientific-machine-learning neural-differential-equations sciml

ode dde differential-equations ordinary-differential-equations numba differentialequations sde dae stochastic-differential-equations delay-differential-equations differential-algebraic-equations sdes scientific-machine-learning sciml

neural-networks partial-differential-equations differential-equations lecture-notes neural-ode scientific-machine-learning sciml

optimization automatic-differentiation global-optimization algorithmic-differentiation scientific-machine-learning sciml local-optimization

biology dsl systems-biology ode reaction-network differential-equations sde chemical-reactions gillespie-algorithm systems-biology-simulation rate-laws scientific-machine-learning sciml

julia partial-differential-equations differential-equations fdm differentialequations sde pde stochastic-differential-equations matrix-free finite-difference-method neural-ode scientific-machine-learning neural-differential-equations sciml

high-performance-computing surrogate surrogate-models surrogate-based-optimization surrogates scientific-machine-learning sciml

random stochastic noise differential-equations adaptive differentialequations sde stochastic-differential-equations sode ito solvers stochastic-processes stratonovich random-differential-equations rode rde scientific-machine-learning sciml

neural-ode scientific-machine-learning sciml universal-differential-equations

benchmark ode dde partial-differential-equations differential-equations differentialequations sde pde dae neural-ode scientific-machine-learning stiff-odes stiff-sdes nerual-differential-equations sciml

ode dde differential-equations sde dae neural-ode scientific-machine-learning sciml physics-informed-learning

julia clang ode ida differential-equations ordinary-differential-equations differentialequations dae sundials cvode sensitivity-analysis differential-algebraic-equations kinsol idas scientific-machine-learning hybrid-differential-equation arkode sundials-libraries sciml

ode dde partial-differential-equations differential-equations ordinary-differential-equations differentialequations sde pde dae stochastic-differential-equations delay-differential-equations differential-algebraic-equations neural-ode scientific-machine-learning neural-differential-equations sciml

machine-learning julia symbolic-regression symbolic-computation automl sciml

gpu ode dde differential-equations differentialequations sde dae neural-ode scientific-machine-learning neural-differential-equations gpu-parallelism sciml

ode dde differential-equations ordinary-differential-equations sde dae stochastic-differential-equations delay-differential-equations differential-algebraic-equations scientific-machine-learning sciml

ode dde differentialequations sde dae sensitivity-analysis adjoint backpropogation neural-ode scientific-machine-learning neural-sde sciml

vector array recursion scientific-machine-learning sciml

ode differential-equations neural-ode scientific-machine-learning sciml

julia ode dde probabilistic-programming differential-equations stan ordinary-differential-equations sde dae stochastic-differential-equations neural-ode scientific-machine-learning neural-differential-equations scientific-ml scientific-ai sciml

automatic-differentiation molecular-dynamics molecular-dynamics-simulation geometric-algorithms algorithmic-differentiation differentiable-programming symbolic-integration scientific-machine-learning sciml

gpu high-performance-computing surrogates scientific-machine-learning sciml

machine-learning rnn differential-equations echo-state-networks reservoir-computing scientific-machine-learning sciml

arrays scientific-machine-learning sciml

parameters differential-equations jacobian scientific-machine-learning sciml

julia partial-differential-equations differential-equations differentialequations pde fenics scientific-machine-learning sciml