Dr. Eric Darve

Professor

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Biography

Eric Darve is a Professor in the Department of Mechanical Engineering at Stanford University and the Director of the Institute for Computational Mathematical Engineering (ICME). His research interests include the development of numerical methods and machine learning techniques for scientific computing applications such as large-language models and anomaly detection. He has made significant contributions to numerical linear algebra, high-performance computing, and stochastic modeling techniques. Darve's academic background includes a Ph.D. in Applied Mathematics from the University of Pierre and Marie Curie in Paris, France. He has worked as a postdoctoral scholar at NASA Ames and has been part of the Stanford faculty since 2001. His awards include the H. Julian Allen Award from NASA and the Leslie Fox Prize in Numerical Analysis. Darve is active in academic publishing, serving as an associate editor for multiple scientific journals. He is committed to advancing computational costs and developing efficient algorithms for simulating complex engineering systems.

Research Interests

Awards

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H. Julian Allen Award

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Habilitation à Diriger des Recherches

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Leslie Fox Prize in Numerical Analysis

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James H. Clark Faculty Scholar

Patents

Systems and Methods for Anomaly Detection of Multi-Modal Data Streams

US20230409422A1 2023-06-20

Anomaly Augmented Generative Adversarial Network

US20200410285A1 2020-06-25

Courses

CME 300 CME 213 CME 339 CME 302 CME 390 CME 391 CME 191 CME 392 CME 191H CME 393 CME 393W CME 291 CME 400 CME 398 CME 491 CME 199A CME 299A CME 299B

Requirements for Stanford University

Doctorate Program
Requirements
GPA Requirement
Required:3.5
TOEFL
Listening
Required:26
Reading
Required:26
Writing
Required:26
Speaking
Required:26
Total
Required:100
GRE General
Verbal
Required:160
Quantitative
Required:165
Analytical Writing
Required:4.5
Overall
Required:4.5
Prerequisites
Bachelor degree from an accredited institution Strong background in mathematics and programming
Application Checklist
  • Statement of Purpose
  • Three letters of recommendation
  • Official transcripts
  • Resume/CV
Specialization Notes

The Computer Science department emphasizes research potential. GRE General is currently optional but recommended for some tracks.