Aron Walsh

Ewha Womans University — South Korea

Engineering · Physical Sciences

126h-index73.7kcitations986works6.52yr avg
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Research Topics

Perovskite Materials and Applications(247), Chalcogenide Semiconductor Thin Films(187), X-ray Diffraction in Crystallography(155), Quantum Dots Synthesis And Properties(136), Machine Learning in Materials Science(129)

Publications986 total

Platonic representation of foundation machine learning interatomic potentials
arXiv (Cornell University)·2025Open Access
Defect-Limited Efficiency of Pnictogen Chalcohalide Solar Cells
arXiv (Cornell University)·2025Open Access
Crystalyse: a multi-tool agent for materials design
arXiv (Cornell University)·2025Open Access
Operando ultraviolet–visible optical spectroelectrochemistry of surfaces
Nature Reviews Methods Primers·2025
Dynamic Vacancy Levels in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"> <mml:msub> <mml:mrow> <mml:mi>Cs</mml:mi> <mml:mi>Pb</mml:mi> <mml:mi>Cl</mml:mi> </mml:mrow> <mml:mn>3</mml:mn> </mml:msub> </mml:math> Obey Equilibrium Defect Thermodynamics
PRX Energy·2025· 2 citedOpen Access
A unified active learning framework for photosensitizer design
Chemical Science·2025· 1 citedOpen Access
Data-driven exploration of AB2X4 (X = O, S, Se, Te) spinel chemical space
2025Open Access
Guiding Generative Models to Uncover Diverse and Novel Crystals via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Constant Potential Electrochemistry with Multiscale Quantum Mechanical / Machine Learning Simulations
2025· 1 cited
Author response for "Evaluating the Potential of CsBiSCl &lt;sub&gt;2&lt;/sub&gt; as a Solar Absorber"
2025
Learning Crystallographic Disorder: Bridging Prediction and Experiment in Materials Discovery
Advanced Materials·2025· 1 citedOpen Access
Thermodynamics of Sulfur Vacancy Formation in the Chalcogenide Perovskite BaZrS <sub>3</sub>
The Journal of Physical Chemistry C·2025Open Access
Multimodal Operando Characterisation of Iridium Oxide-electrolyte Interface for Water Oxidation
2025
Closing the synthesis gap in computational materials design
2025Open Access
Continuous Uniqueness and Novelty Metrics for Generative Modeling of Inorganic Crystals
arXiv (Cornell University)·2025Open Access
Unifying Design for Homogeneous and Heterogeneous Catalysis via d-Band Center Alignment
2025Open Access
Polarization Domain Mapping From 4D-STEM Using Deep Learning
arXiv (Cornell University)·2025Open Access
Phase Stability and Transformations in Lead Mixed Halide Perovskites from Machine Learning Force Fields
Chemistry of Materials·2025· 2 citedOpen Access
Guidelines for robust and reproducible point defectsimulations in crystals
2025· 1 citedOpen Access
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Su‐Huai Wei(13), Jarvist M. Frost(10), Shiyou Chen(9), Keith T. Butler(8), Christopher H. Hendon(5), Federico Brivio(5), Xiu Gong(5), Piers R. F. Barnes(4), David O. Scanlon(4), Mark van Schilfgaarde(3), Graeme W. Watson(3), Samuel D. Stranks(3), Xingao Gong(3), Aurélien M. A. Leguy(3), Jenny Nelson(3), Mark T. Weller(3), Oliver J. Weber(3), Jonathan M. Skelton(3), Ji‐Sang Park(3), Olexandr Isayev(2)