Concepedia

Melanie Mitchell

MM

Statistics

Publications

61

Citations

5.9K

H-Index

36

Active since

1956

Affiliations

Santa Fe Institute(Current)

Portland State University

University of New Mexico

University of California, Berkeley

University of Michigan

Melanie Mitchell is an author at Santa Fe Institute specializing in computer science, computing, and evolutionary computation.

Publications per year

1956–2024

61

Publications

61

Darwin's dangerous idea

Melanie Mitchell · Complexity · 1996 · 1.1K citations · Full text

Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations

Melanie Mitchell, Peter Hraber, James P. Crutchfield · ArXiv.org · 1993 · 399 citations · Full text

Computing, Computer Science, Dynamical Systems +11

Evolving cellular automata to perform computations: mechanisms and impediments

Melanie Mitchell, James P. Crutchfield, Peter Hraber · Physica D Nonlinear Phenomena · 1994 · 358 citations

Computing, Computer Science, Evolutionary Theory +9

Complex systems: Network thinking

Melanie Mitchell · Artificial Intelligence · 2006 · 338 citations

Engineering, Systems Engineering, Complex Systems +11

The debate over understanding in AI’s large language models

Melanie Mitchell, David C. Krakauer · Proceedings of the National Academy of Sciences · 2023 · 294 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

1–5 of 61