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Ghazal Farhani

3 papers here

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

author position
  • sole author1
  • first author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.ao-ph1
  • physics.geo-ph1
ORCID 0000-0002-4935-1050

identity via Semantic Scholar / OpenAlex

most citedMomentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks

4 citations · 8 across the 3 of their papers we have counts for

collaborators

3 papers

physics.geo-ph2023★ 1 cited

A Clustering Approach for Remotely Sensed Data in the Western United States

Ghazal Farhani

The increasing frequency and scale of wildfires carry significant ecological, socioeconomic, and environmental implications, prompting the need for a deeper grasp of wildfire chara…

physics.ao-ph2023★ 3 cited

A Bayesian Neural Network Approach for Tropospheric Temperature Retrievals from a Lidar Instrument

Ghazal Farhani, Giovanni Martucci, Tyler Roberts +2

We have constructed a Bayesian neural network able of retrieving tropospheric temperature profiles from rotational Raman-scatter measurements of nitrogen and oxygen and applied it…

cs.LG2022★ 4 cited

Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks

Ghazal Farhani, Alexander Kazachek, Boyu Wang

Physics-informed neural network (PINN) algorithms have shown promising results in solving a wide range of problems involving partial differential equations (PDEs). However, they of…

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