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Sumit Kumar

3 papers hereh-index 444 citations8 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR1
  • cs.HC1
  • cs.LG1
same name
  • Sumit Kumar — 17 papers, h 12
  • Sumit Kumar — 14 papers, h 7
  • Sumit Kumar — 13 papers, h 7
  • Sumit Kumar — 10 papers, h 5
  • Sumit Kumar — 9 papers, h 23
  • Sumit Kumar — 9 papers, h 15

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

most citedData efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

4 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2025★ 1 cited

Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling

Sumit Kumar, Sarthak Kapoor, Harsh Vardhan +1

Large Language Models (LLMs) are revolutionizing industries by enhancing efficiency, scalability, and innovation. This paper investigates the potential of LLMs in automating Comput…

cs.CR2025★ 1 cited

Cyber security of OT networks: A tutorial, survey of attacks and overview of current state of defense tools, protocols, & challenges

Sarthak Kapoor, Sumit Kumar, Harsh Vardhan +2

The convergence of Operational Technology (OT) and Information Technology (IT) under Industry~4.0 has widened the cyber-attack surface of critical infrastructure across manufacturi…

cs.LG2022★ 4 cited

Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

Sarthak Kapoor, Harsh Vardhan, Umesh Timalsina +3

High fidelity design evaluation processes such as Computational Fluid Dynamics and Finite Element Analysis are often replaced with data driven surrogates to reduce computational co…

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