Lisa Linville

Oak Ridge National Laboratory — United States

Computer Science · Physical Sciences

8h-index300citations49works0.72yr avg
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Research Topics

Seismology and Earthquake Studies(25), Seismic Imaging and Inversion Techniques(14), Seismic Waves and Analysis(10), earthquake and tectonic studies(8), Reservoir Engineering and Simulation Methods(6)

Publications49 total

Denoising Seismograms in the Time Domain Using a Deep Learning Model
Bulletin of the Seismological Society of America·2025Open Access
Model Card for WaveDenoiser
2025Open Access
PickerXL, A Large Deep Learning Model to Measure Arrival Times from Noisy Seismic Signals
Seismological Research Letters·2025· 6 cited
The Trust Calibration Maturity Model for Characterizing and Communicating Trustworthiness of AI Systems
arXiv (Cornell University)·2025Open Access
Exploring Data Set Bias and Decision Support with Predictive Uncertainty Through Bayesian Approximations and Convolutional Neural Networks
Seismological Research Letters·2025Open Access
Model Card for PickerXL
2024Open Access
Toward path-invariant embeddings for local distance source characterization
arXiv (Cornell University)·2024Open Access
Supporting Greater Interactivity in the IPython Visualization Ecosystem
Proceedings of the Python in Science Conferences·2024Open Access
IPyOverlay
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2024Open Access
Critical Role of Water for Energy Transitions Technologies: A Literature Review
2023· 2 citedOpen Access
Exploring Foundation Models for Seismic Event Processing
2023· 1 citedOpen Access
Extending Utah models for event discrimination to the broader US with semi-supervised learning
2023Open Access
Conceptual resilience in foundation models for nonproliferation
2023Open Access
Data Fusion via Neural Network Entropy Minimization for Target Detection and Multi-Sensor Event Classification
2022· 2 citedOpen Access
Event-Based Learning in Label-Limited Regimes.
2022Open Access
Assessing the Limits of Predictive Uncertainty in Seismic Event Discrimination Using Bayesian Neural Networks.
2022Open Access
Event‐Based Training in Label‐Limited Regimes
Journal of Geophysical Research Solid Earth·2021· 10 citedOpen Access
Single-Station Backazimuth Estimations for Earthquake & Explosive Sources.
2021Open Access
Utah Discrimination Datasets 2012-2020
2021· 1 cited
Local to regional scale simulation of small events with 2D finite differences.
2021Open Access
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Frequent Co-authors

K. L. Pankow(9), D. Kilb(7), Scott Stewart(6), Nathan Martindale(6), Chengping Chai(5), Mark Adams(5), A. A. Velasco(4), Dylan Anderson(4), Joshua Michalenko(4), Derek Rose(4), Christopher B. Stanley(4), Anibely Torres Polanco(4), Philip R. Bingham(4), Timothy J. Draelos(3), Rigobert Tibi(3), Sarah Albert(3), Jorge García(3), Asmeret Naugle(3), Christopher J. Young(2), Ronald Brogan(2)