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Catalyst: Fast and flexible modeling of reaction networks., , , , , , , and . PLoS Comput. Biol., (October 2023)ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models., , , , and . CoRR, (2022)Differentiable modeling to unify machine learning and physical models and advance Geosciences., , , , , , , , , and 19 other author(s). CoRR, (2023)Physics-enhanced deep surrogates for partial differential equations., , , , and . Nat. Mac. Intell., 5 (12): 1458-1465 (December 2023)Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach., , , , , and . CoRR, (2023)Differentiating Metropolis-Hastings to Optimize Intractable Densities., , , , , , , , and . CoRR, (2023)Physics-enhanced deep surrogates for PDEs., , , , and . CoRR, (2021)NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia., , , , , , , , and . CoRR, (2024)NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia, , , , , , , , and . (2024)Symbolic-Numeric Integration of Univariate Expressions based on Sparse Regression., , , , , , and . CoRR, (2022)