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Nina Miolane

Palo Alto University · US
Area of research
Geometry and Topology · Computational Theory and Mathematics
Research interest
Research interests include Computer science, Artificial intelligence, Deep learning, Cryo-electron microscopy, Generative grammar, and Leverage (statistics).
h-index
citations
52
works
3
NIH funding
primary concept
email

Recent publications

Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures
Machine Learning Science and Technology 2025cited by 3position: lastdoi
Towards interpretable Cryo-EM: disentangling latent spaces of molecular conformations
Frontiers in Molecular Biosciences 2024cited by 5position: middledoi
Deep generative modeling for volume reconstruction in cryo-electron microscopy
Journal of Structural Biology 2022cited by 44position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Axel Levy · Palo Alto University2 papers (2022–2024)Frédéric Poitevin · Palo Alto University2 papers (2022–2024) · 1 papers (2025–2025) · 1 papers (2025–2025)Abby Bertics · University of California, Santa Barbara1 papers (2025–2025)Louisa Cornelis · 1 papers (2025–2025) · 1 papers (2025–2025)Fatih Dinç · University of California, Santa Barbara1 papers (2025–2025)Mathilde Papillon · University of California, Santa Barbara1 papers (2025–2025) · 1 papers (2025–2025)Claire Donnat · University of Chicago1 papers (2022–2022)Ellen D. Zhong · Princeton University1 papers (2022–2022) · 1 papers (2025–2025)David Klindt · University of California, Santa Barbara1 papers (2024–2024) · 1 papers (2024–2024)