Claire Birnie

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Event Detection

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Yuanyuan Yang, Claire Birnie, Tariq Alkhalifah
Joint Microseismic Event Detection and Location with a Detection Transformer. CoRR (2023)
Haoran Zhang, Tariq Alkhalifah, Yang Liu, Claire Birnie, Xi Di
Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Claire Birnie, Matteo Ravasi
Explainable Artificial Intelligence driven mask design for self-supervised seismic denoising. CoRR (2023)
Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie
Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Claire Birnie, Tariq Alkhalifah
Transfer learning for self-supervised, blind-spot seismic denoising. CoRR (2022)
Claire Birnie, Haithem Jarraya, Fredrik Hansteen
An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets. CoRR (2021)
Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu
The potential of self-supervised networks for random noise suppression in seismic data. CoRR (2021)
Claire Birnie, Fredrik Hansteen
Bidirectional recurrent neural networks for seismic event detection. CoRR (2020)