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researcher

M. McKerns

9 papers hereh-index 14811 citations48 works total

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

author position
  • first author2
  • middle author6

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

fields
  • math.PR2
  • quant-ph2
  • cs.DM1
  • cs.LG1
  • cs.MS1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedOptimal Uncertainty Quantification

132 citations · 181 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 9 cited

Predictive Scale-Bridging Simulations through Active Learning

Satish Karra, Mohamed Mehana, Nicholas Lubbers +12

Throughout computational science, there is a growing need to utilize the continual improvements in raw computational horsepower to achieve greater physical fidelity through scale-b…

quant-ph2022★ 4 cited

Improving the efficiency of learning-based error mitigation

Piotr Czarnik, Michael McKerns, Andrew T. Sornborger +1

Error mitigation will play an important role in practical applications of near-term noisy quantum computers. Current error mitigation methods typically concentrate on correction qu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.