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researcher

N. Panda

9 papers hereh-index 11460 citations30 works total

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

author position
  • first author1
  • middle author7
  • last author1

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

fields
  • cs.LG5
  • cs.CE2
  • cond-mat.mtrl-sci1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedAccelerating High-Strain Continuum-Scale Brittle Fracture Simulations with Machine Learning

13 citations · 30 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

Generative structured normalizing flow Gaussian processes applied to spectroscopic data

Natalie Klein, Nishant Panda, Patrick Gasda +1

In this work, we propose a novel generative model for mapping inputs to structured, high-dimensional outputs using structured conditional normalizing flows and Gaussian process reg…

cs.LG2022

BB-ML: Basic Block Performance Prediction using Machine Learning Techniques

Hamdy Abdelkhalik, Shamminuj Aktar, Yehia Arafa +8

Recent years have seen the adoption of Machine Learning (ML) techniques to predict the performance of large-scale applications, mostly at a coarse level. In contrast, we propose to…

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