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Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients.

, and . CoRR, (2020)

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Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms., , , , , , , and . CoRR, (2023)Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations., , , , , and . ICCS (3), volume 14075 of Lecture Notes in Computer Science, page 483-497. Springer, (2023)Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs., , , , , , , , , and 1 other author(s). CoRR, (2019)Dynamic Automatic Differentiation of GPU Broadcast Kernels., , , , and . CoRR, (2018)Exploring the Space of Viable Configurations in a Model of Metabolism-Boundary Co-construction., , , and . Artif. Life, 22 (2): 153-171 (2016)Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations., , , , , , , , , and 3 other author(s). CoRR, (2023)Bridging HPC Communities through the Julia Programming Language., , , , , , , , , and 2 other author(s). CoRR, (2022)Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs., , , , , , , , , and . J. Open Source Softw., 5 (53): 2018 (2020)Batched Second-Order Adjoint Sensitivity for Reduced Space Methods., , , , , , and . PPSC, page 60-71. SIAM, (2022)Quantifying Robustness in a Spatial Model of Metabolism-Boundary Co-Construction., , , and . ALIFE, page 514-521. MIT Press, (2014)