Jacob Florian

Stanford University — United States

Materials Science · Physical Sciences

7h-index285citations30works12.72yr avg
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Research Topics

Machine Learning in Materials Science(10), Advanced Battery Materials and Technologies(6), Advanced battery technologies research(6), nanoparticles nucleation surface interactions(6), Electrocatalysts for Energy Conversion(5)

Publications30 total

Simply Fabricatable Reference Electrode for Studying Li Metal Interfaces <i>Operando</i>
ACS Energy Letters·2026
Revealing Solvent-Assisted Li <sup>+</sup> Transport in the Solid Electrolyte Interphase <i>operando</i>
Journal of the American Chemical Society·2025· 4 cited
Hierarchical Moiety-Aware Graph Transformer for Li-metal Electrolyte Formulation Design
2025Open Access
Hierarchical Moiety-Aware Graph Transformer for Li-metal Electrolyte Formulation Design
2025Open Access
Hierarchical Moiety-Aware Graph Transformer for Li-metal Electrolyte Formulation Design
2025Open Access
Asymmetric ether solvents for high-rate lithium metal batteries
Nature Energy·2025· 85 cited
Revealing Solvent-Assisted Li+ Transport in the Solid Electrolyte Interphase in operando
SSRN Electronic Journal·2025Open Access
Explaining Kinetic Trends of Inner-Sphere Transition-Metal-Ion Redox Reactions on Metal Electrodes
ACS Catalysis·2023· 18 citedOpen Access
Analyzing Structure–Activity Variations for Mn–Carbonyl Complexes in the Reduction of CO<sub>2</sub> to CO
Inorganic Chemistry·2022· 6 citedOpen Access
Probing the Influence of Anions on Charge Transfer in Redox Couples for Flow Battery Applications
ECS Meeting Abstracts·2021
Replication Data for: Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2021Open Access
Why halides enhance heterogeneous metal ion charge transfer reactions
Chemical Science·2021· 9 citedOpen Access
The Effect of Anion Bridging on Heterogeneous Charge Transfer for V2+/V3+
Cell Reports Physical Science·2021· 14 citedOpen Access
Understanding V2+/V3+ Complexation and Reaction on Glassy Carbon in Acidic Electrolytes from First Principles
2020 Virtual AIChE Annual Meeting·2020
Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics
Journal of the American Chemical Society·2020· 73 citedOpen Access
Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics
2020Open Access
Evolution of Metastable Structures in Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics
2020Open Access
Evolution of Metastable Structures in Bimetallic Catalysts from Microscopy and Machine-Learning Molecular Dynamics
2020Open Access
Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics
2020· 5 citedOpen Access
Evolution of Metastable Structures in Bimetallic Catalysts from Microscopy and Machine-Learning Molecular Dynamics
2020Open Access
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Frequent Co-authors

Hao Lyu(7), Jin Soo Lim(7), M. A. Van Spronsen(7), Albert Musaelian(7), C. R. O'Connor(7), Nicola Molinari(7), Kaining Duanmu(7), R. J. Madix(7), Philippe Sautet(7), C. M. Friend(7), Boris Kozinsky(7), Zhenan Bao(6), Jonathan Vandermause(6), Tobias Egle(6), Harsh Agarwal(6), Bryan R. Goldsmith(6), Nirala Singh(6), Luca Mondonico(6), Il Rok Choi(5), Lixin Sun(5)