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20222025
most citedDiscrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects

11 citations · 14 across the 4 of their papers we have counts for

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2 papers · 1 filter

eess.SY2025

First Contact: Data-driven Friction-Stir Process Control

James Koch, Ethan King, WoongJo Choi +4

This study validates the use of Neural Lumped Parameter Differential Equations for open-loop setpoint control of the plunge sequence in Friction Stir Processing (FSP). The approach…

physics.flu-dyn2025

Coarse graining and reduced order models for plume ejection dynamics

Ike Griss Salas, Megan R. Ebers, Jake Stevens-Haas +1

Monitoring the atmospheric dispersion of pollutants is increasingly critical for environmental impact assessments. High-fidelity computational models are often employed to simulate…