Mani Valleti - Publications, H-index & Citations

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Mani Valleti

University of Tennessee System

5H-index

26Paper Count

92Citation Count

Published Papers 6

Publication Date

Physics and chemistry from parsimonious representations: image analysis via invariant variational autoencoders

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-08-14

OAAI

Valleti, Mani; Ziatdinov, Maxim; Liu, Yongtao; Kalinin, Sergei V.

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Deep kernel methods learn better: from cards to process optimization

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-01-19

OAAI

Valleti, Mani; Vasudevan, Rama K.; Ziatdinov, Maxim A.; Kalinin, Sergei, V

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Latent Mechanisms of Polarization Switching from In Situ Electron Microscopy Observations

ADVANCED FUNCTIONAL MATERIALS

IF19

2022-03-04

OAAI

Ignatans, Reinis; Ziatdinov, Maxim; Vasudevan, Rama; Valleti, Mani; Tileli, Vasiliki; Kalinin, Sergei, V

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Bayesian optimization in continuous spaces via virtual process embeddings

DIGITAL DISCOVERY

IF5.6

2022-01-01

OAAI

Valleti, Mani; Vasudevan, Rama K.; Ziatdinov, Maxim A.; Kalinin, Sergei V.

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Deep Bayesian local crystallography

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-11-10

OAAI

Kalinin, Sergei, V; Oxley, Mark P.; Valleti, Mani; Zhang, Junjie; Hermann, Raphael P.; Zheng, Hong; Zhang, Wenrui; Eres, Gyula; Vasudevan, Rama K.; Ziatdinov, Maxim

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Disentangling Rotational Dynamics and Ordering Transitions in a System of Self-Organizing Protein Nanorods via Rotationally Invariant Latent Representations

ACS NANO

IF16

2021-04-16

OAAI

Kalinin, Sergei, V; Zhang, Shuai; Valleti, Mani; Pyles, Harley; Baker, David; De Yoreo, James J.; Ziatdinov, Maxim

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Research Directions