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researcher

G. Sivaraman

12 papers hereh-index 221.7k citations76 works total

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

author position
  • first author1
  • middle author8
  • last author2

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • eess.AS3
  • cond-mat.mtrl-sci2
  • cs.DC2
  • cs.CL1
  • cs.LG1
  • physics.optics1
same name
  • G. Sivaraman — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedMachine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide

189 citations · 391 across the 11 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cond-mat.mtrl-sci2019★ 189 cited

Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide

Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur +5

We propose a novel active learning scheme for automatically sampling a minimum number of uncorrelated configurations for fitting the Gaussian Approximation Potential (GAP). Our act…

cs.CL2019★ 28 cited

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech

Emre Yılmaz, Vikramjit Mitra, Ganesh Sivaraman +1

The rapid population aging has stimulated the development of assistive devices that provide personalized medical support to the needies suffering from various etiologies. One promi…

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