
Louis Durlofsky
· Otto N. Miller Professor in the School of Earth SciencesStanford University · Environmental Studies
Active 1982–2026
Academic metrics are sourced from OpenAlex and public funding records; values may differ from Google Scholar.
About
Louis Durlofsky is the Otto N. Miller Professor in the School of Earth Sciences at Stanford University. His role involves significant contributions to the field of Earth Sciences, although specific details about his research focus, background, and key contributions are not provided in the page text.
Research topics
- Computer Science
- Artificial Intelligence
- Machine Learning
- Geology
- Algorithm
- Petroleum engineering
- Data Mining
- Simulation
- Meteorology
- Mechanics
Selected publications
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
Journal of Computational Physics · 2020 · 371 citations
Senior authorCorrespondingComputer Methods in Applied Mechanics and Engineering · 2021 · 162 citations
Senior authorCorrespondingDeep-learning-based surrogate model for reservoir simulation with time-varying well controls
Journal of Petroleum Science and Engineering · 2020 · 138 citations
Senior authorCorrespondingGraph network surrogate model for subsurface flow optimization
Journal of Computational Physics · 2024-05-23 · 39 citations
articleSenior authorAdvances in Water Resources · 2024-03-25 · 28 citations
articleOpen accessSenior author
Frequent coauthors
- 88 shared
Khalid Aziz
- 32 shared
Christian Wolfsteiner
Chevron (United States)
- 23 shared
B. Yeten
Chevron (Netherlands)
- 22 shared
M. Karimi‐Fard
Stanford University
- 19 shared
Hamdi A. Tchelepi
- 19 shared
Pallav Sarma
Knexus Research (United States)
- 18 shared
W.H. Chen
Chevron (China)
- 17 shared
A. Bernath
Chevron (Netherlands)
Similar researchers at Stanford University
- Resume-aware match score
- Save to shortlist
- AI-drafted outreach
See your match with Louis Durlofsky
PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.
- Free to start
- No credit card
- 30-second signup
