Claire Birnie

According to our database, Claire Birnie authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement.

Haoran Zhang, Tariq Alkhalifah, Yang Liu, Claire Birnie, Xi Di

IEEE Geosci. Remote. Sens. Lett., 2023

Joint Microseismic Event Detection and Location with a Detection Transformer.

Yuanyuan Yang, Claire Birnie, Tariq Alkhalifah

CoRR, 2023

Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising.

Claire Birnie, Matteo Ravasi

CoRR, 2023

2022

Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data.

Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie

IEEE Trans. Geosci. Remote. Sens., 2022

Transfer learning for self-supervised, blind-spot seismic denoising.

Claire Birnie, Tariq Alkhalifah

CoRR, 2022

A hybrid approach to seismic deblending: when physics meets self-supervision.

Nick Luiken, Matteo Ravasi, Claire E. Birnie

CoRR, 2022

2021

The potential of self-supervised networks for random noise suppression in seismic data.

Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu

CoRR, 2021

An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets.

Claire Birnie, Haithem Jarraya, Fredrik Hansteen

CoRR, 2021

2020

Bidirectional recurrent neural networks for seismic event detection.

Claire Birnie, Fredrik Hansteen

CoRR, 2020