JuliaCon 2025

Adam R. Gerlach

Dr. Adam Gerlach is the founder and CEO of Measured Engineering LLC, a engineering and R&D firm specializing in autonomy. Measured Engineering's mission is to reshape your technical challenges into your measured advantage. Grounded in steadfast integrity, cross-domain expertise, and disciplined execution, we unite advanced R&D and practical engineering to deliver one singular result: your measured advantage.

Formally, Dr. Gerlach was a Senior Research Aerospace Engineer at the US Air Force Research Laboratory.


Session

07-23
15:00
10min
Optimal Uncertainty Quantification of SciML Models
Chris Rackauckas, Adam R. Gerlach, Avinash Subramanian, Benjamin Chung, Alexander Von Moll

We present OptimalUncertaintyQuantification.jl: A SciML package for end-to-end distributionally robust uncertainty quantification of static and dynamic systems models. The tool performs a worst-case analysis so as to make certification/decertification decisions on engineering models defined in ModelingToolkit.jl as demonstrated on a variety of aerospace and structural engineering applications.

Symbolic-Numeric Computing and Compiler-Enhanced Algorithms
Cathedral Room 324 - Else Room