Concepedia

Amanda Lenzi

AL

4

Publications

116

Citations

4

H-Index

2020

Active since

Affiliations

Argonne National Laboratory(Current)

Amanda Lenzi is an author at Argonne National Laboratory specializing in data science, engineering, and machine learning.

Top concepts

Data ScienceEngineeringMachine LearningGeographySmart GridStatisticsForecastingNeuroscienceDeep LearningPower Systems

Publications per year

2020–2024

4

Publications

4

Neural networks for parameter estimation in intractable models

Amanda Lenzi, Julie Bessac, Johann Rudi et al. · Computational Statistics & Data Analysis · 2023 · 48 citations · Full text

Parameter Identification, Parameter Estimation, Intractable Models +3

Automatic cross-validation in structured models: Is it time to leave out leave-one-out?

Aritz Adín, Elias Teixeira Krainski, Amanda Lenzi et al. · Spatial Statistics · 2024 · 38 citations · Full text

Structured Models, Data Science, Automatic Cross-validation

Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE

Johann Rudi, Julie Bessac, Amanda Lenzi · arXiv (Cornell University) · 2020 · 19 citations · Full text

Numerical Analysis, Parameter Estimation, Engineering +19

Power grid frequency prediction using spatiotemporal modeling

Amanda Lenzi, Julie Bessac, Mihai Anitescu · Statistical Analysis and Data Mining The ASA Data Science Journal · 2021 · 11 citations · Full text

Engineering, Power Grid Operation, Power System Dynamics +16

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