Tianyu Li

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Publications (21)

• Deep learning powered real-time state of charge monitoring for vanadium flow battery energy storage system
  Journal of Energy Chemistry 2026 DOI: 10.1016/j.jechem.2026.03.043
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• Cation design in complex aqueous electrolytes for low-temperature zinc-bromine flow batteries
  Nature Communications 2026 DOI: 10.1038/s41467-026-71846-6
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• Understanding the precipitation mechanism in pentavalent vanadium electrolytes through deep learning potential molecular dynamics
  Chemical Science 2026 DOI: 10.1039/D6SC02403C
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• Grid-scale corrosion-free Zn/Br flow batteries enabled by a multi-electron transfer reaction
  Nature Energy 2025 DOI: 10.1038/s41560-025-01907-5
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• Harnessing Solvation Chemistry of Pentavalent Vanadium for Wide‐Temperature Range Vanadium Flow Batteries
  Angewandte Chemie International Edition 2025 DOI: 10.1002/anie.202508456
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• Harnessing Solvation Chemistry of Pentavalent Vanadium for Wide‐Temperature Range Vanadium Flow Batteries
  Angewandte Chemie 2025 DOI: 10.1002/ange.202508456
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• Molecular polarity regulation of polybromide complexes for high-performance low-temperature zinc–bromine flow batteries
  Energy & Environmental Science 2025 DOI: 10.1039/D4EE04046E
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• Air-stable naphthalene derivative-based electrolytes for sustainable aqueous flow batteries
  Nature Sustainability 2024 DOI: 10.1038/s41893-024-01415-6
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• Reversible multielectron transfer I−/IO3− cathode enabled by a hetero-halogen electrolyte for high-energy-density aqueous batteries
  Nature Energy 2024 DOI: 10.1038/s41560-024-01515-9
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• Realizing an anolyte utilization rate of 99% in low-cost zinc-based flow batteries by rejuvenating dead zinc
  Energy & Environmental Science 2024 DOI: 10.1039/D4EE01015A
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• Reversible solid bromine complexation into Ti3C2Tx MXene carriers: a highly active electrode for bromine-based flow batteries with ultralow self-discharge
  Energy & Environmental Science 2024 DOI: 10.1039/D4EE00580E
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• Insights into an air-stable methylene blue catholyte towards kW-scale practical aqueous organic flow batteries
  Energy & Environmental Science 2023 DOI: 10.1039/D2EE03051A
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• Machine learning for flow batteries: opportunities and challenges
  Chemical Science 2022 DOI: 10.1039/D2SC00291D
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• Sb-Doped high-voltage LiCoO2 enabled improved structural stability and rate capability for high-performance Li-ion batteries
  Chemical Communications 2022 DOI: 10.1039/D2CC01152B
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• A highly selective porous composite membrane with bromine capturing ability for a bromine-based flow battery
  Materials Today Energy 2021 DOI: 10.1016/j.mtener.2021.100763
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• A data-driven and DFT assisted theoretic guide for membrane design in flow batteries
  Journal of Materials Chemistry A 2021 DOI: 10.1039/D1TA02421C
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• A highly reversible zinc deposition for flow batteries regulated by critical concentration induced nucleation
  Energy & Environmental Science 2021 DOI: 10.1039/D1EE00783A
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• N-doped hierarchical porous carbon derived from bismuth salts decorated ZIF8 as a highly efficient electrocatalyst for CO2 reduction
  Journal of Materials Chemistry A 2021 DOI: 10.1039/D0TA09293B
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• A highly reversible neutral zinc/manganese battery for stationary energy storage
  Energy & Environmental Science 2020 DOI: 10.1039/C9EE03702K
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• Cost, performance prediction and optimization of a vanadium flow battery by machine-learning
  Energy & Environmental Science 2020 DOI: 10.1039/D0EE02543G
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