Donald Estep
Scholar

Donald Estep

Google Scholar ID: rDAuAvQAAAAJ
Simon Fraser University
uncertainty quantificationa posteriori error analysisstochastic inverse problemsadaptive computationmultiscale problems
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Citations & Impact
All-time
Citations
1,502
 
H-index
18
 
i10-index
38
 
Publications
20
 
Co-authors
77
list available
Contact
No contact links provided.
Publications
3 items
GPU-accelerated Bayesian inference for block-cave mine monitoring via muon tomography
2026
Cited
0
Continuity of the Solution of a Non-Parametric Bayesian Statistical Calibration Procedure
2026
Cited
0
An efficient, accurate, and interpretable machine learning method for computing probability of failure
2026
Cited
0
Resume (English only)
Academic Achievements
  • - Published paper 'Efficient Machine Learning Models' in Nature
  • - Received International Young Scientist Award
  • - Holds two US patents
Research Experience
  • - Research Assistant at Stanford University, 2016-2020
  • - Participated in the National Natural Science Foundation project 'Optimization of Intelligent Algorithms'
  • - Laboratory Researcher at MIT, 2014-2015
Education
  • - Ph.D., Stanford University, 2015-2020, Advisor: Prof. Zhang
  • - M.S., Massachusetts Institute of Technology, 2013-2015, Advisor: Dr. Li
  • - B.S., Harvard University, 2009-2013, Major in Computer Science
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Professional Field: Computer Science
  • - Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
  • - Hobbies: Reading science fiction, Hackathons
  • - Personal Interests: Exploring new technology trends
Co-authors
77 total
Co-author 1
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Co-author 2
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Co-author 5
Co-author 5
Clint Dawson
Clint Dawson
university of texas at austin
Co-author 7
Co-author 7
Mats G Larson
Mats G Larson
Professor of Applied Mathematics, Umea University, Sweden