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researcher

Somayajulu L. N. Dhulipala

15 papers hereh-index 15521 citations61 works total

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

author position
  • sole author1
  • first author9
  • middle author5

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.LG3
  • stat.AP3
  • cond-mat.mtrl-sci1
  • cs.CE1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedActive Learning with Multifidelity Modeling for Efficient Rare Event Simulation

42 citations · 88 across the 15 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024

Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks

Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer +2

We present a new Subset Simulation approach using Hamiltonian neural network-based Monte Carlo sampling for reliability analysis. The proposed strategy combines the superior sampli…

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