logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
D

Daniel O’Malley

Los Alamos National Laboratory

27H-index
233Paper Count
2.6KCitation Count
Published Papers 47
Publication Date
logo
Synthetic Training Enables Deployment on Raw Drone Data: An Attention-Based Framework for Detecting Orphan Wells
errSensors
IF3.5
err2026-04-22
err0
errOAAI
errAgnese Marcato; Roman Colman; Damien Milazzo; Eric Guiltinan; Zhiwei Ma; Daniel O’Malley; Hari Viswanathan; Javier E. Santos
errShare
errSave
Material Fracturing and Failure Simulation Datasets
errScientific Data
IF6.9
err2025-12-13
err0
errOAAI
errRyley G. Hill; Kai Gao; Aleksandra Pachalieva; Agnese Marcato; Xiaoyu Wang; Pascal Grosset; Esteban Rougier; Zhou Lei; Javier E. Santos; Vinamra Agrawal; Qinjun Kang; Jeffrey D. Hyman; Abigail Hunter; Christine M. Sweeney; Nathan DeBardeleben; Earl Lawrence; Hari Viswanathan; Daniel O’Malley
errShare
errSave
Predicting Flow in Fracture Networks With Quantum Algorithms
errWATER RESOURCES RESEARCH
IF5
err2025-11-28
err0
errOAAI
errKath, John; Golden, John K.; Percus, Allon G.; O'malley, Daniel
errShare
errSave
Online learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction
errPROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3
err2025-05-28
err0
PREAI
errSchwerdtner, Paul; Mohan, Prakash; Pachalieva, Aleksandra; Bessac, Julie; O'Malley, Daniel; Peherstorfer, Benjamin
errShare
errSave
Feature scale and identifiability: how much information do point hydraulic measurements provide about heterogeneous head and conductivity fields?
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-03-24
err0
errOAAI
errHansen, Scott K.; O'Malley, Daniel; Hambleton, James P.
errShare
errSave
Learning the factors controlling mineral dissolution in three-dimensional fracture networks: applications in geologic carbon sequestration
errFRONTIERS IN ENVIRONMENTAL SCIENCE
IF3.7
err2025-01-06
err0
errOAAI
errPachalieva, Aleksandra A.; Hyman, Jeffrey D.; O'Malley, Daniel; Srinivasan, Gowri; Viswanathan, Hari
errShare
errSave
Information extraction from historical well records using a large language model
errSCIENTIFIC REPORTS
IF3.9
err2024-12-30
err0
errOAAI
errMa, Zhiwei; Santos, Javier E.; Lackey, Greg; Viswanathan, Hari; O'Malley, Daniel
errShare
errSave
Computationally efficient and error aware surrogate construction for numerical solutions of subsurface flow through porous media
errADVANCES IN WATER RESOURCES
IF4.2
err2024-11-01
err1
PREAI
errSorokin, Aleksei G.; Pachalieva, Aleksandra; O'Malley, Daniel; Hyman, James M.; Hickernell, Fred J.; Hengartner, Nicolas W.
errShare
errSave
Unlocking Solutions: Innovative Approaches to Identifying and Mitigating the Environmental Impacts of Undocumented Orphan Wells in the United States
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2024-09-30
err0
errOAAI
errO'Malley, Daniel; Delorey, Andrew A.; Guiltinan, Eric J.; Ma, Zhiwei; Kadeethum, Teeratorn; Lackey, Greg; Lee, James; E. Santos, Javier; Follansbee, Emily; Nair, Manoj C.; Pekney, Natalie J.; Jahan, Ismot; Mehana, Mohamed; Hora, Priya; Carey, J. William; Govert, Andrew; Varadharajan, Charuleka; Ciulla, Fabio; Biraud, Sebastien C.; Jordan, Preston; Dubey, Mohit; Santos, Andre; Wu, Yuxin; Kneafsey, Timothy J.; Dubey, Manvendra K.; Weiss, Chester J.; Downs, Christine; Boutot, Jade; Kang, Mary; Viswanathan, Hari
errShare
errSave
Progressive transfer learning for advancing machine learning-based reduced-order modeling
errSCIENTIFIC REPORTS
IF3.9
err2024-07-08
err1
errOAAI
errKadeethum, Teeratorn; O'Malley, Daniel; Choi, Youngsoo; Viswanathan, Hari S.; Yoon, Hongkyu
errShare
errSave
Journey over destination: dynamic sensor placement enhances generalization
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-18
err1
errOAAI
errMarcato, Agnese; Guiltinan, Eric; Viswanathan, Hari; O'Malley, Daniel; Lubbers, Nicholas; Santos, Javier E.
errShare
errSave
Learning a general model of single phase flow in complex 3D porous media
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-10
err0
errOAAI
errSantos, Javier E.; Marcato, Agnese; Kang, Qinjun; Mehana, Mohamed; O'Malley, Daniel; Viswanathan, Hari; Lubbers, Nicholas
errShare
errSave
Addressing quantum's fine print with efficient state preparation and information extraction for quantum algorithms and geologic fracture networks
errSCIENTIFIC REPORTS
IF3.9
err2024-02-13
err1
errOAAI
errHenderson, Jessie M.; Kath, John; Golden, John K.; Percus, Allon G.; O'Malley, Daniel
errShare
errSave
Development of the Senseiver for efficient field reconstruction from sparse observations
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-11-06
err13
errOAAI
errSantos, Javier E.; Fox, Zachary R.; Mohan, Arvind; O'Malley, Daniel; Viswanathan, Hari; Lubbers, Nicholas
errShare
errSave
Machine learning based approach to predict ductile damage model parameters for polycrystalline metals
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-10-01
err5
errOAAI
errBlaschke, D. N.; Nguyen, T.; Nitol, M.; O'Malley, D.; Fensin, S.
errShare
errSave
Quantum algorithms for geologic fracture networks
errSCIENTIFIC REPORTS
IF3.9
err2023-02-18
err4
errOAAI
errHenderson, Jessie M.; Podzorova, Marianna; Cerezo, M.; Golden, John K.; Gleyzer, Leonard; Viswanathan, Hari S.; O'Malley, Daniel
errShare
errSave
Machine Learning Developments and Applications in Solid-Earth Geosciences: Fad or Future?
errJOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
IF4.1
err2023-01-18
err18
PREAI
errLi, Yunyue Elita; O'Malley, Daniel; Beroza, Greg; Curtis, Andrew; Johnson, Paul
errShare
errSave
Physics-embedded inverse analysis with algorithmic differentiation for the earth's subsurface
errSCIENTIFIC REPORTS
IF3.9
err2023-01-13
err3
errOAAI
errWu, Hao; Greer, Sarah Y.; O'Malley, Daniel
errShare
errSave
Quantum computing and preconditioners for hydrological linear systems
errSCIENTIFIC REPORTS
IF3.9
err2022-12-24
err5
errOAAI
errGolden, John; O'Malley, Daniel; Viswanathan, Hari
errShare
errSave
Reduced order modeling for flow and transport problems with Barlow Twins self-supervised learning
errSCIENTIFIC REPORTS
IF3.9
err2022-11-30
err9
errOAAI
errKadeethum, Teeratorn; Ballarin, Francesco; O'Malley, Daniel; Choi, Youngsoo; Bouklas, Nikolaos; Yoon, Hongkyu
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Raphael T. Haftka
H-index: 83 · Papers: 864
Q
Qinjun Kang
H-index: 70 · Papers: 278
李
李彭 (Peng Li)
H-index: 67 · Papers: 794
T
Tanmoy Bhattacharya
H-index: 66 · Papers: 400
J
James M. Hyman
H-index: 65 · Papers: 268
View more