Andre Nogueira Souza
Scholar

Andre Nogueira Souza

Google Scholar ID: FoK_ufEAAAAJ
Research Scientist at the Massachusetts Institute of Technology
Applied Mathematics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
437
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
41
list available
Contact
CVOpen ↗GitHubOpen ↗
Publications
1 items
Score-based generative emulation of impact-relevant Earth system model outputs
2025
Cited
0
Resume (English only)
Academic Achievements
  • 2025 preprint: 'Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State', arXiv:2504.15308
  • 2025 preprint: 'Predicting Forced Responses of Probability Distributions via the Fluctuation-Dissipation Theorem and Generative Modeling', arXiv
  • 2025 preprint: 'KGMM: A K-means Clustering Approach to Gaussian Mixture Modeling for Score Function Estimation', arXiv:2503.18054
  • Co-authored 2025 preprint: 'High-level, high-resolution ocean modeling at all scales with Oceananigans'
  • 2025 preprint: 'Learning Dissipation and Instability Fields from Chaotic Dynamics', arXiv
  • Paper 'Response Theory via Generative Score Modeling' accepted by Physical Review Letters
Co-authors
41 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Valentin Churavy
Valentin Churavy
RSE, JGU Mainz & University of Augsburg
Alan Edelman
Alan Edelman
Professor of Applied Mathematics, Member Computer Science AI LABS, MIT
Co-author 7
Co-author 7
Ludovico Theo Giorgini
Ludovico Theo Giorgini
C.L.E. Moore Instructor of Mathematics, MIT