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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
104 views
A deformation-based framework for learning solution mappings of PDEs defined on varying domains
In this work, we establish a deformation-based framework for learning solution mappings of PDEs defined on varying domains. The union of functions def...
Dec 2, 2024
3 authors
91 views
Mitigating Stop-and-Go Traffic Congestion with Operator Learning
This paper presents a novel neural operator learning framework for designing boundary control to mitigate stop-and-go congestion on freeways. The free...
Nov 7, 2024
3 authors
80 views
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