Eric Darve
Faculty Director, Institute For Computational And Mathematical Engineering
California, United States
Summary
👤
Senior🎓
Top SchoolEric Darve is a Stanford professor and Faculty Director of the Institute for Computational and Mathematical Engineering with 13+ years of academic leadership driving research at the intersection of computational mathematics, machine learning, and high-performance computing. His work spans AI for Science, LLM interpretability and safety, agentic workflows, knowledge graphs, and cybersecurity, with deep technical roots in numerical linear algebra, fast algorithms, and GPU-parallel implementations. He has a track record of translating theoretical advances—fractional PDEs, physics-informed learning, and unsupervised anomaly detection—into scalable, performance-minded systems used in scientific and security contexts. Trained at École normale supérieure and Pierre & Marie Curie University, he combines rigorous mathematical foundations with practical HPC expertise, and is notable for bridging molecular simulation origins to contemporary AI reasoning and LLM safety research.
12 years of coding experience
17 years of employment as a software developer
Bachelor of Science - BS, Applied Mathematics and Computer Science, Bachelor of Science - BS, Applied Mathematics and Computer Science at Ecole normale supérieureMaster's degree, Applied Mathematics, Master's degree, Applied Mathematics at Université Paris Dauphine - PSLPhD, Computational Mathematics, PhD, Computational Mathematics at Pierre and Marie Curie University
Stackoverflow
1reputation
0reached
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Github Skills (38)
colorize10
autocomplete10
latex10
compile10
qr-decomposition10
boost10
algebra9
mathematical9
linear-algebra9
typesetting9
optimization9
julia9
scientific-computing8
automatic-differentiation8
root-finding8
Programming languages (5)
Github contributions (5)
EricDarve/NLA
Sep 2023 - Dec 2024
Contributions:148 pushes, 1 branch in 1 year 2 months
stanford-me343/stanford-me343.github.io
Jan 2019 - Mar 2019
Contributions:95 commits, 91 pushes, 1 branch in 2 months
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