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Modern, Efficient, and Differentiable Transport Equation Models using JAX: Applications to Population Balance Equations
Population balance equation (PBE) models have potential to automate many engineering processes with far-reaching implications. In the pharmaceutical s...
Nov 1, 2024
5 authors
257 views
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration
Geological carbon sequestration (GCS) involves injecting CO into subsurface geological formations for permanent storage. Numerical simulations cou...
Sep 25, 2024
6 authors
45 views
Interpretability and Generalization Bounds for Learning Spatial Physics
While there are many applications of ML to scientific problems that look promising, visuals can be deceiving. For scientific applications, actual quan...
Jun 18, 2025
3 authors
1 views
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