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Yonatan Kurniawan

9 papers hereh-index 335 citations15 works total

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

author position
  • first author5
  • middle author3

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci4
  • cs.LG2
  • physics.comp-ph1
  • physics.data-an1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedBayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials

24 citations · 28 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

AutoREC: A reinforcement learning platform for equivalent circuit model generation

Ali Jaberi, Yonatan Kurniawan, Robert Black +5

This paper introduces AutoREC, an open-source Python platform for developing, training and evaluating reinforcement learning (RL) agents that automatically generate equivalent circ…

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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