Search Results for author: Garrett Blum

Found 2 papers, 0 papers with code

Use of Deep Neural Networks for Uncertain Stress Functions with Extensions to Impact Mechanics

no code implementations3 Nov 2023 Garrett Blum, Ryan Doris, Diego Klabjan, Horacio Espinosa, Ron Szalkowski

Stress-strain curves, or more generally, stress functions, are an extremely important characterization of a material's mechanical properties.

Benchmarking Transfer Learning

A Primal-Dual Algorithm for Hybrid Federated Learning

no code implementations14 Oct 2022 Tom Overman, Garrett Blum, Diego Klabjan

Furthermore, we provide experimental results that demonstrate the performance improvements of the algorithm over a commonly used method in federated learning, FedAvg, and an existing hybrid FL algorithm, HyFEM.

Federated Learning

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