Scholar
Surya Ganguli
Google Scholar ID: rF2VvOgAAAAJ
Associate Professor, Stanford University
Neuroscience
Physics
Machine Learning
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Citations & Impact
All-time
Citations
36,679
H-index
67
i10-index
124
Publications
20
Co-authors
59
list available
Publications
12 items
Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents
2026
Cited
0
An exact information theory of generalization phase transitions in Bayesian diffusion models
2026
Cited
0
Causal Interpretation of Neural Network Computations with Contribution Decomposition
2026
Cited
0
Solving adversarial examples requires solving exponential misalignment
2026
Cited
0
Deriving Neural Scaling Laws from the statistics of natural language
2026
Cited
1
From Kepler to Newton: Inductive Biases Guide Learned World Models in Transformers
2026
Cited
1
Contrastive Concept-Tree Search for LLM-Assisted Algorithm Discovery
2026
Cited
0
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
2025
Cited
0
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Co-authors
15 total
Jascha Sohl-Dickstein
Anthropic
Ben Poole
Research Scientist at Google DeepMind
Daniel Yamins
Associate Professor of Computer Science and of Psychology, Stanford University
Aran Nayebi
Assistant Professor of Machine Learning, Carnegie Mellon University (CMU)
Andrew Saxe
Professor, Gatsby Unit & Sainsbury Wellcome Centre, UCL
Daniel Kunin
Miller Postdoctoral Fellow, UC Berkeley
Hidenori Tanaka
Group Leader, CBS-NTT Physics of Intelligence Program, Harvard University
Jonathan Kadmon
The Hebrew University
