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Explore the comprehensive capabilities of DifferentialEquations.jl in this nearly 3-hour workshop from JuliaCon Global 2025, presented by Chris Rackauckas and Oscar Smith. Begin with a foundational introduction to ODE solvers before diving deep into advanced features that are often underutilized by users. Master scalability optimization techniques including solver selection, linear solver customization, preconditioner integration, factorization routine specialization, and mixed precision solving. Understand the intricacies of adaptive time stepping, controller choices, domain constraint handling, and advanced configuration options. Gain expertise in callback systems by comparing performance between continuous and vector continuous callbacks, implementing early integration stopping, and utilizing the DiffEqCallbacks.jl premade library. Learn to develop custom logging systems and take direct control of time stepping for embedded deployments. Develop advanced debugging skills using the integrator interface, exposed solver error estimates, and Revise integrations. Access detailed explanations designed to be approachable for newcomers while providing the depth that experienced users need to fully leverage this powerful Julia package.
