activity
20172020
most citedFrom Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning

13 citations · 25 across the 3 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ML2017★ 9 cited

Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling

Remi R. Lam, Lior Horesh, Haim Avron +1

Mathematical models are used extensively for diverse tasks including analysis, optimization, and decision making. Frequently, those models are principled but imperfect representati…