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Mani Valleti — most-cited papers & profile · AI for Science
← authors
·
overview
Mani Valleti
5
papers ·
3
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders
2023 · 2 citations
Bayesian Optimization in Continuous Spaces via Virtual Process Embeddings
2022 · 1 citations
Rapid optimization in high dimensional space by deep kernel learning augmented genetic algorithms
2024
Bayesian learning of adatom interactions from atomically-resolved imaging data
2020
Invariant Discovery of Features Across Multiple Length Scales: Applications in Microscopy and Autonomous Materials Characterization
2024
Top co-authors
Sergei V. Kalinin
· 3
Aditya Raghavan
· 2
Sergei Kalinin
· 2
David Mandrus
· 1
Hiroshi Funakubo
· 1
Jiaqiang Yan
· 1
Lukas Vlcek
· 1
Maxim A. Ziatdinov
· 1
Maxim Ziatdinov
· 1
Mingming Fu
· 1
Philip Rack
· 1
Qiang Zou
· 1
Topics
Chemistry
Materials
Physics ML
Drug Discovery