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Ayana Ghosh

united states department of energy (doe)

17H-index
106Paper Count
1.1KCitation Count
Published Papers 33
Publication Date
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Polar and electronic phase control through interacting structural modes
errjournal of physics: materials
IF0
err2026-01-20
err0
errOAAI
errMonirul Shaikh; Ayana Ghosh; Saurabh Ghosh
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Active deep kernel learning of molecular properties from structural embeddings
errAPL Machine Learning
IF0
err2025-12-01
err0
errOAAI
errGhosh, Ayana; Ziatdinov, Maxim; Kalinin, Sergei V.
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errSave
In-situ Monitoring of Automated Defect Formation in STEM
errMicroscopy and Microanalysis
IF3
err2025-07-25
err0
errOAAI
errMatthew G Boebinger; Zijie Wu; Kevin M Roccapriore; Ayana Ghosh; Maxim Ziatdinov; Sergei V Kalinin; Raymond R Unocic
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errSave
Exploring electron-beam induced modifications of materials with machine-learning assisted high temporal resolution electron microscopy
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-11-15
err0
errOAAI
errBoebinger, Matthew G.; Ghosh, Ayana; Roccapriore, Kevin M.; Misra, Sudhajit; Xiao, Kai; Jesse, Stephen; Ziatdinov, Maxim; Kalinin, Sergei V.; Unocic, Raymond R.
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errSave
Mapping causal pathways with structural modes fingerprint for perovskite oxides
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-10-11
err2
errOAAI
errGhosh, Ayana; Ghosh, Saurabh
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errSave
Active causal learning for decoding chemical complexities with targeted interventions
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-08-23
err1
errOAAI
errFox, Zachary R.; Ghosh, Ayana
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errSave
Insights into Prismatic Loop Formation in Irradiated Fe-Cr Alloys from Hypothesis-Driven Active Learning and Causal Analysis
errACS APPLIED ENERGY MATERIALS
IF5.5
err2024-07-17
err1
PREAI
errGhosh, Saurabh; Tom, Anthony; Dasgupta, Dwaipayan; Ghosh, Ayana; Wirth, Brian D.
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Direct Fabrication of Atomically Defined Pores in MXenes Using Feedback-Driven STEM
errSMALL METHODS
IF9.1
err2024-05-28
err0
PREAI
errBoebinger, Matthew G.; Yilmaz, Dundar E.; Ghosh, Ayana; Misra, Sudhajit; Mathis, Tyler S.; Kalinin, Sergei V.; Jesse, Stephen; Gogotsi, Yury; van Duin, Adri C. T.; Unocic, Raymond R.
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errSave
Designing workflows for materials characterization
errAPPLIED PHYSICS REVIEWS
IF11.6
err2024-03-01
err3
errOAAI
errKalinin, Sergei V.; Ziatdinov, Maxim; Ahmadi, Mahshid; Ghosh, Ayana; Roccapriore, Kevin; Liu, Yongtao; Vasudevan, Rama K.
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errSave
Towards physics-informed explainable machine learning and causal models for materials research
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err5
errOAAI
errGhosh, Ayana
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errSave
Bending-induced isostructural transitions in ultrathin layers of van der Waals ferrielectrics
errACTA MATERIALIA
IF9.3
err2024-01-01
err5
errOAAI
errMorozovska, Anna N.; Eliseev, Eugene A.; Liu, Yongtao; Kelley, Kyle P.; Ghosh, Ayana; Liu, Ying; Morozovsky, Nicholas V.; Yao, Jinyuan; Kholkin, Andrei L.; Vysochanskii, Yulian M.; V. Kalinin, Sergei
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errSave
Predictive Design of Hybrid Improper Ferroelectric Double Perovskite Oxides
errCHEMISTRY OF MATERIALS
IF7
err2023-12-28
err1
PREAI
errGayathri, Palanichamy; Ghosh, Saurabh; Ghosh, Ayana
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errSave
Machine learning for automated experimentation in scanning transmission electron microscopy
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-12-20
err22
errOAAI
errKalinin, Sergei V.; Mukherjee, Debangshu; Roccapriore, Kevin; Blaiszik, Benjamin J.; Ghosh, Ayana; Ziatdinov, Maxim A.; Al-Najjar, Anees; Doty, Christina; Akers, Sarah; Rao, Nageswara S.; Agar, Joshua C.; Spurgeon, Steven R.
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errSave
Stress and Curvature Effects in Layered 2D Ferroelectric CuInP2S6
errACS NANO
IF16
err2023-11-02
err13
PREAI
errLiu, Yongtao; Morozovska, Anna N.; Ghosh, Ayana; Kelley, Kyle P.; Eliseev, Eugene A.; Yao, Jinyuan; Liu, Ying; Kalinin, Sergei
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errSave
Anomalous polarization reversal in strained thin films of CuInP2S6
errPHYSICAL REVIEW B
IF3.7
err2023-08-31
err6
PREAI
errMorozovska, Anna N.; Eliseev, Eugene A.; Ghosh, Ayana; Yelisieiev, Mykola E.; Vysochanskii, Yulian M.; V. Kalinin, Sergei
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errSave
Switching of Hybrid Improper Ferroelectricity in Oxide Double Perovskites
errCHEMISTRY OF MATERIALS
IF7
err2023-08-15
err7
PREAI
errGayathri, Palanichamy; Swamynathan, M. J.; Shaikh, Monirul; Ghosh, Ayana; Ghosh, Saurabh
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errSave
Probe microscopy is all you need
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-05-22
err10
errOAAI
errKalinin, Sergei, V; Vasudevan, Rama; Liu, Yongtao; Ghosh, Ayana; Roccapriore, Kevin; Ziatdinov, Maxim
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errSave
Design of high polarization low switching barrier hybrid improper ferroelectric perovskite oxide superlattices
errMATERIALS HORIZONS
IF10.7
err2023-01-01
err2
errOAAI
errSwamynadhan, M. J.; Ghosh, Ayana; Ghosh, Saurabh
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errSave
AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-12-08
err40
PREAI
errZiatdinov, Maxim; Ghosh, Ayana; Wong, Chun Yin (Tommy); Kalinin, Sergei V. V.
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errSave
Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscopy
errACS NANO
IF16
err2022-10-07
err17
errOAAI
errRoccapriore, Kevin M.; Boebinger, Matthew G.; Dyck, Ondrej; Ghosh, Ayana; Unocic, Raymond R.; Kalinin, Sergei V.; Ziatdinov, Maxim
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sergei V. Kalinin
H-index: 109 · Papers: 1.6K
B
Bobby G. Sumpter
H-index: 86 · Papers: 922
S
Stephen Jesse
H-index: 76 · Papers: 637
R
Raymond R. Unocic
H-index: 71 · Papers: 332
K
Kai Xiao
H-index: 71 · Papers: 453
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