Scholar
Daniel O'Malley
Google Scholar ID: rPzCVjEAAAAJ
Los Alamos National Laboratory
applied mathematics
machine learning
computational science
quantum computing
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Citations & Impact
All-time
Citations
2,962
H-index
29
i10-index
66
Publications
20
Co-authors
62
list available
Publications
11 items
Generative inversion for early ranking of competing geologic interpretations
2026
Cited
0
In-context learning enables continental-scale subsurface temperature prediction from sparse local observations
2026
Cited
0
Physics-informed reservoir characterization from bulk and extreme pressure events with a differentiable simulator
2026
Cited
0
Out-of-distribution transfer of PDE foundation models to material dynamics under extreme loading
2026
Cited
0
The Transparent Earth: A Multimodal Foundation Model for the Earth's Subsurface
2025
Cited
0
Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management
2025
Cited
0
Block encoding the 3D heterogeneous Poisson equation with application to fracture flow
2025
Cited
0
A Foundation Model for Material Fracture Prediction
2025
Cited
0
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Co-authors
9 total
Hari Viswanathan
Senior Scientist, Los Alamos National Laboratory
Jeffrey Hyman
EES- 16, Los Alamos National Laboratory
John Golden
Los Alamos National Lab
Teeratorn Kadeethum
Microsoft
Boian S. Alexandrov
Theoretical Division, Los Alamos National Lab
Stephan Eidenbenz
Computer Science, Los Alamos National Laboratory
Youngsoo Choi
Research Scientist, LLNL
Andreas Bärtschi
Scientist, Los Alamos National Laboratory
