This document provides an overview of our research focus, ongoing projects, future directions, and resources, particularly concerning our work in Differentiable Programming (DP). Differentiable ...
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Avoiding over-pressurization in subsurface reservoirs is critical for applications like CO[Formula: see text] sequestration and wastewater injection. Managing the pressures by controlling ...
Reduced models of transport necessarily have unknown closure relations which encode higher order physics; for example, the notorious flux limiter. In this work, we present a machine learning approach ...
Swift is a general-purpose programming language that is both approachable for newcomers and powerful for experts. It is used to develop everything from apps and system software to cloud services and ...