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A

Aron Walsh

imperial college london

126H-index
984Paper Count
7.4WCitation Count
Published Papers 399
Publication Date
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Guiding generative models to uncover diverse and novel crystals via reinforcement learning
errNature Machine Intelligence
IF23.9
err2026-07-06
err0
errOAAI
errHyunsoo Park; Aron Walsh
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Increasing Symmetry under Pressure: Squeezing the 6s2 Lone Pairs in BiVO4
errChemistry of Materials
IF7
err2026-05-30
err0
PREAI
errFrederick P. Marlton; Tingwei Li; Bryce G. Mullens; Craig L. Bull; Nicholas P. Funnell; Aron Walsh; Brendan J. Kennedy
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errSave
Platonic representation of foundation machine learning interatomic potentials
errNature Machine Intelligence
IF23.9
err2026-05-07
err0
errOAAI
errZhenzhu Li; Aron Walsh
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errSave
Closing the synthesis gap in computational materials design
errNature Synthesis
IF20
err2026-05-06
err0
PREAI
errHyunsoo Park; Kinga O. Mastej; Panyalak Detrattanawichai; Ryan Nduma; Aron Walsh
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errSave
Data-driven exploration of AB2X4 (X = O; S; Se; Te) spinel chemical space
errDigital Discovery
IF5.6
err2026-04-17
err0
errOAAI
errPanyalak Detrattanawichai; Zhenzhu Li; Hyunsoo Park; Kinga O. Mastej; Aron Walsh
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errSave
Controlling Electrode–Electrolyte Interactions to Enhance Capacitance
errJournal of the American Chemical Society
IF15.6
err2026-04-12
err0
errOAAI
errJamie W. Gittins; Chloe J. Balhatchet; James Hill; Teedhat Trisukhon; Malina Seyffertitz; Seung-Jae Shin; Yashna Khakre; Kangkang Ge; Thomas Kress; Smaranda C. Marinescu; Aron Walsh; Oskar Paris; Ieuan D. Seymour; Alexander C. Forse
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Multimodal Operando Characterization of Cation Effects at the Iridium Oxide–Electrolyte Interface for Alkaline Water Oxidation
errACS Applied Materials and Interfaces
IF8.2
err2026-03-03
err0
errOAAI
errYemin Tao; Tomohiko Utsunomiya; Haiting Yu; Seung-Jae Shin; Caiwu Liang; Yifeng Wang; Aron Walsh; James R. Durrant; Mary P. Ryan; Yu Katayama; Aliaksandr S. Bandarenka; Reshma R. Rao
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Key role of oxidizing species driving water oxidation revealed by time-resolved optical and X-ray spectroscopies
errNature Materials
IF38.5
err2026-02-26
err0
errOAAI
errCaiwu Liang; Lucas Garcia Verga; Benjamin Moss; Santosh Kumar; Soren B. Scott; Mark A. Turner; Pilar Ferrer; Veronica Celorrio; Dave C. Grinter; Yemin Tao; Sid Halder; Yifeng Wang; Cindy Tseng; Guangmeimei Yang; Georg Held; Sarah J. Haigh; Aron Walsh; Ifan E. L. Stephens; James R. Durrant; Reshma R. Rao
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errSave
Publisher Correction: Operando ultraviolet–visible optical spectroelectrochemistry of surfaces
errNature Reviews Methods Primers
IF56
err2026-01-21
err0
PREAI
errBenjamin Moss; Caiwu Liang; Andrew Carpenter; Lucas G. Verga; Soren Scott; Ryan J. R. Jones; Karthish Manthiram; Aron Walsh; Reshma R. Rao; Ifan E. L. Stephens; James R. Durrant
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errSave
Guidelines for robust and reproducible point defect simulations in crystals
errNature Reviews Materials
IF86.2
err2026-01-19
err0
PREAI
errAlexander G. Squires; Seán R. Kavanagh; Aron Walsh; David O. Scanlon
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errSave
A hierarchical shell locks and stabilizes perovskite nanocrystals with near-unity quantum yield
errScience
IF45.8
err2026-01-15
err0
PREAI
errQingsen Zeng; Yue Zhao; Sunghee Park; Huanyu Zhou; Hyun-Joon Shim; Tianshu Li; Jinseok Ryu; Min-Jun Sung; Xian Wei Chua; Eojin Yoon; Barney A. I. Lewis; Seung-Je Woo; Michele Forzatti; Min Ju Kim; Eun A. Kim; Linjie Dai; Jinhyeong Jang; Yipeng Tang; Jin Jung Kweon; Hao Chen; Kyung Yeon Jang; Dong-Hyeok Kim; Woo Jin Jeong; Joo Sung Kim; Hyejin Lee; Kyueun Lim; Seong-Yong Cho; Chan Beum Park; Sung Keun Lee; Miyoung Kim; Henk J. Bolink; Bin Hu; Aron Walsh; Samuel D. Stranks; Tae-Woo Lee
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errSave
Spectroscopic Signatures of Structural Disorder and Electron-Phonon Interactions in Trigonal Selenium Thin Films for Solar Energy Harvesting
errSmall Methods
IF9.1
err2026-01-14
err0
errOAAI
errRasmus S. Nielsen; Axel G. Medaille; Arnau Torrens; Oriol Segura-Blanch; Seán R. Kavanagh; David O. Scanlon; Aron Walsh; Edgardo Saucedo; Marcel Placidi; Mirjana Dimitrievska
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Data-Driven Crystal Structure Prediction for Ternary Metal Chalcogenides
errChemistry of Materials
IF7
err2025-12-22
err0
errOAAI
errTianshu Li; Hyunsoo Park; Aron Walsh
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errSave
Operando ultraviolet–visible optical spectroelectrochemistry of surfaces
errNature Reviews Methods Primers
IF56
err2025-11-20
err0
PREAI
errBenjamin Moss; Caiwu Liang; Andrew Carpenter; Lucas G. Verga; Soren Scott; Ryan J. R. Jones; Karthish Manthiram; Aron Walsh; Reshma R. Rao; Ifan E. L. Stephens; James R. Durrant
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errSave
A unified active learning framework for photosensitizer design
errChem. Sci.
IF7.4
err2025-11-17
err0
errOAAI
errYizhe Chen; Shomik Verma; Kevin P Greenman; Haoyu Yin; Zhihao Wang; Lanjing Wang; Jiali Li; Rafael Gomez-Bombarelli; Aron Walsh; Xiaonan Wang
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errSave
Learning Crystallographic Disorder: Bridging Prediction and Experiment in Materials Discovery
errAdvanced Materials
IF26.8
err2025-10-23
err0
errOAAI
errKonstantin S. Jakob; Aron Walsh; Karsten Reuter; Johannes T. Margraf
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Thermodynamics of Sulfur Vacancy Formation in the Chalcogenide Perovskite BaZrS3
errThe Journal of Physical Chemistry C
IF3.2
err2025-10-22
err0
errOAAI
errZhenzhu Li; Aron Walsh
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errSave
Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields
errChemistry of Materials
IF7
err2025-09-30
err0
errOAAI
errXia Liang; Johan Klarbring; Aron Walsh
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errSave
Origins of electrical conductivity in 3D iron-tetrazole-based metal–organic frameworks
errj mater chem a
IF0
err2025-08-22
err0
errOAAI
errMaría Esteve-Rochina; Jennifer Faro-Guara; Enrique Ortí; Aron Walsh; Joaquín Calbo
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errSave
Solid-state synthesizability predictions using positive-unlabeled learning from human-curated literature data
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errVincent Chung; Aron Walsh; David Payne
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Richard H. Friend
H-index: 195 · Papers: 1.5K
H
Henry J. Snaith
H-index: 171 · Papers: 739
O
Omar K. Farha
H-index: 169 · Papers: 1.2K
卢
卢钧 (Jun Lü)
H-index: 164 · Papers: 1.1K
J
James R. Durrant
H-index: 156 · Papers: 836
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