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Kristin A. Persson

Lawrence Berkeley National Laboratory · US
Area of research
Electrical and Electronic Engineering · Materials Chemistry
Research interest
Research interests include Machine Learning in Materials Science, Advancements in Battery Materials, Advanced Battery Materials and Technologies, and X-ray Diffraction in Crystallography.
h-index
114
citations
65,676
works
722
NIH funding
primary concept
Chemistry
email

Recent publications

A foundation model for atomistic materials chemistry
The Journal of Chemical Physics 2025cited by 148position: middledoi
Accelerated data-driven materials science with the Materials Project
Nature Materials 2025cited by 143position: lastdoi
Atomate2: modular workflows for materials science
Digital Discovery 2025cited by 24position: middledoi
Isothermal solidification for high-entropy alloy synthesis
Nature 2025cited by 17position: middledoi
Complete miscibility of immiscible elements at the nanometre scale
Nature Nanotechnology 2024cited by 57position: middledoi
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
Digital Discovery 2024cited by 38position: middledoi
Enabling selective zinc-ion intercalation by a eutectic electrolyte for practical anodeless zinc batteries
Nature Communications 2023cited by 277position: middledoi
Mitigating the High-Charge Detrimental Phase Transformation in LiNiO<sub>2</sub> Using Doping Engineering
ACS Energy Letters 2023cited by 25position: lastdoi
A flexible and scalable scheme for mixing computed formation energies from different levels of theory
npj Computational Materials 2022cited by 47position: lastdoi
Additive‐Free, Low‐Temperature Crystallization of Stable α‐FAPbI<sub>3</sub> Perovskite
Advanced Materials 2021cited by 161position: middledoi
A framework for quantifying uncertainty in DFT energy corrections
Scientific Reports 2021cited by 136position: lastdoi
OPTIMADE, an API for exchanging materials data
Repository KITopen (Karlsruhe Institute of Technology) 2021cited by 91position: middledoi
Database of ab initio L-edge X-ray absorption near edge structure
Scientific Data 2021cited by 47position: middledoi
NGenE 2021: Electrochemistry Is Everywhere
ACS Energy Letters 2021cited by 17position: middledoi
A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide
ACS Catalysis 2020cited by 493position: middledoi
Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices
Chemistry of Materials 2020cited by 464position: middledoi
Energy storage emerging: A perspective from the Joint Center for Energy Storage Research
Proceedings of the National Academy of Sciences 2020cited by 338position: middledoi
In-situ resonant band engineering of solution-processed semiconductors generates high performance n-type thermoelectric nano-inks
Nature Communications 2020cited by 39position: middledoi
The Abinitproject: Impact, environment and recent developments
Computer Physics Communications 2019cited by 720position: middledoi
2DMatPedia, an open computational database of two-dimensional materials from top-down and bottom-up approaches
Scientific Data 2019cited by 367position: middledoi
Grain boundary properties of elemental metals
Acta Materialia 2019cited by 258position: middledoi
Anisotropic work function of elemental crystals
Surface Science 2019cited by 139position: middledoi
Matminer: An open source toolkit for materials data mining
Computational Materials Science 2018cited by 980position: middledoi
Accelerating the discovery of materials for clean energy in the era of smart automation
Nature Reviews Materials 2018cited by 771position: middledoi
High-throughput computational X-ray absorption spectroscopy
Scientific Data 2018cited by 134position: lastdoi
Automated generation and ensemble-learned matching of X-ray absorption spectra
npj Computational Materials 2018cited by 121position: middledoi
Odyssey of Multivalent Cathode Materials: Open Questions and Future Challenges
Chemical Reviews 2017cited by 1,140position: middledoi
Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows
Computational Materials Science 2017cited by 365position: middledoi
Effective mass and Fermi surface complexity factor from ab initio band structure calculations
npj Computational Materials 2017cited by 218position: middledoi
Investigating the Intercalation Chemistry of Alkali Ions in Fluoride Perovskites
Chemistry of Materials 2017cited by 60position: middledoi

Grants

CIF21 DIBBS: EI: The Local Spectroscopy Data Infrastructure (LSDI)
NSF1640899$3,940,4002016–2022PIRePORTER
SI2-SSI Collaborative Research: A Computational Materials Data and Design Environment
NSF1147892$249,1272012–2017PIRePORTER

Frequent collaborators

Anubhav Jain · National Renewable Energy Laboratory22 papers (2012–2022)Gerbrand Ceder · Lawrence Berkeley National Laboratory20 papers (2012–2020)Shyue Ping Ong · National University of Singapore18 papers (2012–2022)Wei Chen · Massachusetts Institute of Technology9 papers (2013–2017)Geoffroy Hautier · Massachusetts Institute of Technology8 papers (2012–2017)Miao Liu · Beijing Institute of Technology7 papers (2014–2020)Rahul Malik · Massachusetts Institute of Technology6 papers (2014–2017)Pieremanuele Canepa · National University of Singapore6 papers (2014–2017)Mark Asta · Lawrence Berkeley National Laboratory6 papers (2015–2018)Jordi Cabana · University of Illinois Chicago5 papers (2014–2021)Joseph H. Montoya · Toyota Motor Corporation (Switzerland)5 papers (2017–2020)Matthew K. Horton · University of California, Berkeley5 papers (2017–2022)Ziqin Rong · Massachusetts Institute of Technology5 papers (2014–2016)G. Jeffrey Snyder · Nationwide Children's Hospital4 papers (2015–2018)Chi Chen · Beijing Institute of Technology4 papers (2018–2021)Anthony Gamst · University of San Diego4 papers (2015–2016)Shyam Dwaraknath · Lawrence Berkeley National Laboratory4 papers (2018–2022)Gopalakrishnan Sai Gautam · Massachusetts Institute of Technology4 papers (2015–2017)Nav Nidhi Rajput · Tufts University3 papers (2014–2016)Richard Tran · University of Illinois Chicago3 papers (2016–2019)