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Benjamin L. Francis

5 papers hereh-index 438 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cond-mat.mtrl-sci1
  • cond-mat.stat-mech1
  • cond-mat.supr-con1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedUnwinding the model manifold: choosing similarity measures to remove local minima in sloppy dynamical systems

8 citations · 15 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Machine-Learning Driven Load Shedding to Mitigate Instability Attacks in Power Grids

Justin Tackett, Benjamin Francis, Luis Garcia +2

Critical infrastructures are becoming increasingly complex as our society becomes increasingly dependent on them. This complexity opens the door to new possibilities for attacks an…

cs.LG2024★ 2 cited

An information-matching approach to optimal experimental design and active learning

Yonatan Kurniawan, Tracianne B. Neilsen, Benjamin L. Francis +7

The efficacy of mathematical models heavily depends on the quality of the training data, yet collecting sufficient data is often expensive and challenging. Many modeling applicatio…

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