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Open research questions in Advanced Battery Materials and Technologies

596 gap statements mined from Advanced Battery Materials and Technologies papers in our 7.9M-paper local library, which holds 7,756 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.

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What the literature leaves open

  • Although the present results support a certain degree of generality of the additive concept in AQDP, the current screening remains limited to a relatively small set of low-polarity molecules, and the evaluation of candidate additives was mainly based on ionic conductivity and macroscopic film quality.

    Additive-assisted quasi-dry process enabling freestanding sulfide electrolyte films for all-solid-state batteries · 2026 · DOI
  • The lack of a stable and efficient solid-state polymer electrolyte for lithium metal batteries. The limited understanding of electron delocalization-driven techniques for enhancing ion transport and interfacial stability. The need for a novel approach to address the challenges related to ionic conductivity and interfacial stability in solid-state lithium metal batteries.

    Electron delocalization-driven high dielectric electrolyte for solid-state lithium metal batteries · 2026 · DOI
  • Future studies could explore co-doping strategies combining aliovalent dopants such as Ca or Y, which increase Li-interstitial concentration, with isovalent dopants such as Ce to modify the local migration environment and potentially enhance Li-ion transport.

    Atomistic Modelling of the Lithium-Based NASICON-Type Electrolyte LiZr2(PO4)3 · 2026 · DOI
  • Future work should focus on constructing unified open databases dedicated to cellulose/chitin/lignin separators, coupled with multi-physics finite element simulation and large language model auxiliary analysis, to accelerate the iterative development of industrializable high-performance biomass-based porous membranes.

    Next-Generation Bio-Based Battery Separators: Current Status and Future Research Opportunities · 2026 · DOI
  • While previous work has shown that ultra-thin copper layers down to 500 nm can significantly enhance specific energy when deposited by magnetron sputtering, the mechanical stability of micrometer-scale copper layers under repeated lithium or sodium plating and stripping in reservoir-free configurations remains an open question.

    Fabrication of Thin Copper Anode Current Collectors on Ceramic Solid Electrolytes Using Atmospheric Plasma Spraying for Anode-Free Solid-State Batteries · 2026 · DOI
  • Despite these advances, practical flexible solid-state batteries remain at an early stage, and several critical gaps need to be addressed. (i) The evaluation conditions used in many studies are still not sufficiently close to real flexible battery operation.

    Solid Polymer Electrolytes for Flexible Solid-State Batteries · 2026 · DOI
  • The gap in the existing research is the lack of understanding of the effect of low-level Ti substitution on the properties of garnet-type Li₇La₃Zr₂O₁₂ solid electrolytes. The paper identifies the need for further research on the development of solid electrolytes with enhanced properties.

    Influence of low-level Ti substitution on the densification, ionic conductivity, and microstructure of garnet-type Li₇La₃Zr₂O₁₂ solid electrolytes · 2026 · DOI
  • Cellulose-based materials have emerged as a versatile and sustainable solution to address the challenges faced by lithium–sulfur (Li-S) batteries, including lithium dendrite growth, the polysulfide shuttle effect, and poor sulfur utilization.

    Cellulose-Based Materials and Their Application in Lithium–Sulfur Batteries · 2025 · DOI
  • Finally, the advantages of using polymer-based binders and their limitations were discussed.

    Strategies to Suppress Polysulfide Dissolution and Its Effects on Lithium–Sulfur Batteries · 2025 · DOI
  • Future work will focus on addressing these limitations and enhancing the models to achieve a more accurate representation of SPE materials.

    Li-Ion Mobility and Solvation Structures in Concentrated Poly(ethylene carbonate) Electrolytes: A Molecular Dynamics Simulation Study · 2025 · DOI
  • The gap in current research is the need for improved fabrication techniques to control pore size and distribution. There is a lack of understanding of how to optimize membrane performance for specific applications. The paper identifies the need for further research in electrochemical energy storage applications.

    Recent Advancements in Fabrication, Separation, and Purification of Hierarchically Porous Polymer Membranes and Their Applications in Next-Generation Electrochemical Energy Storage Devices · 2024 · DOI
  • The high viscosity, volatility, and potential leakage of traditional organic liquid electrolytes are major challenges. The growth of lithium dendrites induced by carbonate-based electrolytes is a significant safety concern. The low temperature performance of lithium-ion batteries is limited by the freezing of water-based electrolytes and the increased resistance to charge transfer.

    Electrolytes for High-Safety Lithium-Ion Batteries at Low Temperature: A Review · 2024 · DOI
  • The study is limited to the development of new solid polymer electrolytes. The practical implementation and commercialization of structural materials as energy storage devices are still far from being achieved. Attempts to manufacture a structural supercapacitor and battery completely inside the glove box in a pouch cell are currently in progress, implying that the study has not yet reached this milestone.

    Hybrid Solid Polymer Electrolytes Based on Epoxy Resins, Ionic Liquid, and Ceramic Nanoparticles for Structural Applications · 2024 · DOI
  • The specific phase transformations underlying the individual CV peaks remain to be established by future state-resolved structural characterization.

    Cycling-Induced Interfacial Reconstruction and Lithium-Storage Kinetics in Additive-Free Electrophoretic Deposition-Derived Methylammonium Lead Bromide Electrodes · 2026 · DOI
  • While reduced electrolyte flammability and enhanced thermal stability are expected to improve battery safety, their direct impact on cell-level thermal runaway behavior has not yet been established.

    Impact of Using Flame-Retardant Electrolyte Additives in Li-Ion Batteries: A Comprehensive Evaluation of Ethoxy (Pentafluoro) Cyclotriphosphazene (PFPN) · 2026 · DOI
  • This section distills how chemistry and architecture can be co-designed to deliver intrinsic fire safety without sacrificing ion transport and then translates those principles into manufacturable, sustainable solutions that hold up at the device level. 5.1.

    Towards Fire-Safe Polymer Electrolytes for Lithium-Ion Batteries: Strategies for Electrolyte Design and Structural Design · 2025 · DOI
  • This review summarizes the fabrication methods of MPCEs and then investigates the functional role and mechanisms of MOF fillers in enhancing composite electrolyte performance, particularly their remarkable potential in accelerating ion transport, suppressing dendrite growth, and improving electrochemical stability.

    Enhancing Solid-State Li-Ion Batteries with MOF–Polymer Composite Electrolytes—Effect Mechanisms and Interface Engineering · 2025 · DOI
  • Solid-state lithium metal batteries (SSLBs) have seen rapid progress in strategies to combat lithium dendrites, which remain the primary roadblock to their reliability and commercialization. A plethora of interface engineering approaches and material innovations have been explored to suppress dendrite initiation and propagation.

    Recent Advances in Dendrite Suppression Strategies for Solid-State Lithium Batteries: From Interface Engineering to Material Innovations · 2025 · DOI
  • Further study on the mechanism of electron delocalization-driven high dielectric electrolyte, - Exploration of other conducting polymers for SPEs, - Investigation of the scalability and manufacturability of PLPA…

    Electron delocalization-driven high dielectric electrolyte for solid-state lithium metal batteries · 2026 · DOI
  • The study does not provide a comprehensive analysis of the long-term effects of mechanical stress on ASSB performance, - The experimental setup is limited to a specific type of sulfide-based solid electrolyte, - The study focuses on a specific type of battery…

    Correlative Operando X‐Ray Imaging and Diffraction Revealing Mechanical Failure Pathways in Lithium Metal Sulfide‐Based All‐Solid‐State Batteries · 2026 · DOI
  • Investigating the long-term effects of mechanical stress on ASSB performance, - Developing new sulfide-based solid electrolytes with improved mechanical properties, - Exploring the application of correlative operando experiments to other types of battery…

    Correlative Operando X‐Ray Imaging and Diffraction Revealing Mechanical Failure Pathways in Lithium Metal Sulfide‐Based All‐Solid‐State Batteries · 2026 · DOI
  • Representative studies, such as the synthesis of highly conductive sulfide electrolytes by ball milling by Kato et al. and the construction of flexible composite electrolytes by in situ polymerization of monomers induced by ball milling by Yuan et al., not only demonstrate the diverse functions of mechanochemistry in material construction but also prove its application prospects in improving interfacial contacts…

    Mechanochemical Synthesis of Advanced Materials for All-Solid-State Battery (ASSB) Applications: A Review · 2025 · DOI
  • Laser material processing can also improve the physical and chemical properties of materials used in SSLBs, such as (i) to clean and densify ceramic solid electrolytes, enhance interfacial adhesion to reduce interfacial electrical resistance; (ii) to modify surface morphology and crystal structure to improve ion conductivity; (iii) to engineer the interface between the solid electrolyte and the anode or the cathode…

    Applications of Laser Material Processing for Solid-State Lithium Batteries · 2025 · DOI
  • The past 23 years have witnessed significant progress in research on sulfurized polyacrylonitrile (SPAN)-based rechargeable batteries, from its initial invention…

    Sulfurized Polyacrylonitrile for Rechargeable Batteries: A Comprehensive Review · 2025 · DOI
  • Further studies on the scalability and commercial viability of the FCPE, - Investigations into the long-term stability and durability of the FCPE, - Exploration of the FCPE in various energy storage…

    Flexible Composite Electrolyte Membranes with Fast Ion Transport Channels for Solid-State Lithium Batteries · 2024 · DOI

Most-cited papers in Advanced Battery Materials and Technologies

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Related topics in Engineering

Open questions raised by papers listed on this page include: (1) The lack of a stable and efficient solid-state polymer electrolyte for lithium metal batteries (“Electron delocalization-driven high dielectric electrolyte for solid-state…”, 2026); (2) The gap in the existing research is the lack of understanding of the effect of low-level Ti substitution on the properties of garnet-type Li₇La₃Zr₂O₁₂ solid electrolytes (“Influence of low-level Ti substitution on the densification, ionic…”, 2026); (3) The specific phase transformations underlying the individual CV peaks remain to be established by future state-resolved structural characterization (“Cycling-Induced Interfacial Reconstruction and Lithium-Storage Kinetics in…”, 2026); (4) While reduced electrolyte flammability and enhanced thermal stability are expected to improve battery safety, their direct impact on cell-level thermal runaway behavior has not yet been established (“Impact of Using Flame-Retardant Electrolyte Additives in Li-Ion Batteries: A…”, 2026); (5) Future work will focus on addressing these limitations and enhancing the models to achieve a more accurate representation of SPE materials (“Li-Ion Mobility and Solvation Structures in Concentrated Poly(ethylene…”, 2025). 596 gap statements have been mined from Advanced Battery Materials and Technologies papers in our 7.9M-paper local library, which holds 7,756 papers on the topic; the gaps come from whichever of those papers state one. They are mostly the research gaps the authors state and the papers' abstracts, plus future-work, limitations and challenges passages. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one, so you can read the original claim in context.

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