Sparce, Distributed, Automatic Jacobians for Large-scale Scientific Machine Learning

Aleksandra A. Pachalieva, Daniel O’Malley, Andrea J. Liu, Francesc Verdugo · 2024

Our Solution Results ConclusionsWhy should I care about Differentiable Programming?What is out there and why it is not enough?What is our solution and how does it work?Does it work?What can we do better? Motivation State-of-theartOur Solution Results ConclusionsWhat is out there and why it is not enough?What is our solution and how does it work?Does it work?What can we do better?Why should I care about Differentiable Programming?

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