Publications
Publication | Type | Year |
---|---|---|
Generating Uncertainty Distributions for Seismic Signal Onset TimesBulletin of the Seismological Society of America |
Journal Article – 2021 Journal Article | 2021 |
Integrating Physics through Machine Learning LossConference on Data Analysis |
Conference Paper – 2020 Conference Paper | 2020 |
Event Detection and Characterization in a Network of Subsurface SensorsCoDA 202, Conference on Data Analysis
|
Abstract – 2020 Abstract | 2020 |
Integrating Physics Knowledge in Multi-Sensor Machine Learning ModelsCoDA 2020, Conference on Data Analytics
|
Abstract – 2020 Abstract | 2020 |
Improving Object Classifier Performance Using a Pattern of LifeConference on Data Analysis |
Conference Paper – 2020 Conference Paper | 2020 |
Incorporating Scientifically Informed Constraints into Machine Learning Models for Material Classification from Hyperspectral-CT ScansSIAM Conference on Imaging Science
|
Abstract – 2020 Abstract | 2020 |
Real-time Subsurface Event Assessment and Detection (RESEAD)Machine Learning R&D Workshop |
Presentation (non-conference) – 2019 Presentation (non-conference) | 2019 |
Event Detection and Characterization in a Network of Subsurface SensorsAmerican Geophysical Union (AGU) Fall Meeting 2019
|
Abstract – 2019 Abstract | 2019 |
RESEAD AnalyticsTotal Oil and Gas Visit |
Presentation (non-conference) – 2019 Presentation (non-conference) | 2019 |
Robust Arrival Time Uncertainty Estimation Using Gaussian Blurring2019 Seismological Society of America Annual Meeting
|
Abstract – 2019 Abstract | 2019 |
Using Uncertainty to Understand Machine Learning Models and DecisionsResearch Challenges and Opportunities at the interface of Machine Learning and Uncertainty Quantification |
Conference Paper – 2018 Conference Paper | 2018 |
Bayesian Seismic Event Locator Using Circular Back Azimuth DataConference on Data Analysis |
Conference Paper – 2018 Conference Paper | 2018 |
Bayesian Seismic Event Locator Using Circular Back Azimuth DataConference on Data Analysis 2018
|
Abstract – 2018 Abstract | 2018 |
Change Point Uncertainty Quantification: First Arrival Picks for Seismic SignalsNips WorkshopTime Series Analysis |
Conference Paper – 2017 Conference Paper | 2017 |
Using Data-Driven Uncertainty Quantification to Support Decision MakingCis Rf Erb |
Display or Poster (non-conference) – 2017 Display or Poster (non-conference) | 2017 |
Uncertainty Quantification for Machine Learning |
SAND Report – 2017 SAND Report | 2017 |
Using Data-Driven Uncertainty Quantification to Support Decision MakingStatistical Data Science Conference |
Conference Paper – 2017 Conference Paper | 2017 |
Using Data-Driven Uncertainty Quantification to Support Decision MakingStatistical Data Science Conference |
Conference Paper – 2017 Conference Paper | 2017 |
Data-Driven Uncertainty Quantification for Remote SensingCustomer Meeting on Uncertainty |
Presentation (non-conference) – 2017 Presentation (non-conference) | 2017 |
Uncertainty of Refined Seismic Arrival Times2017 Annual Meeting of the Seismological Society of America |
Conference Paper – 2017 Conference Paper | 2017 |
Uncertainty Analysis of an Information Theoretic Estimation of Seismic SignalsNew Mexico Student Conference, CS Department |
Conference Paper – 2017 Conference Paper | 2017 |
Uncertainty Estimation of Onset Arrival Times Using Parametric Bootstrap of Auto-Regressive Time SeriesSeismological Society of America Spring Meeting, 2017
|
Abstract – 2017 Abstract | 2017 |
Uncertainty in Data AnalyticsUNM invited talk |
Presentation (non-conference) – 2016 Presentation (non-conference) | 2016 |
Document Title | Type | Year |