Cell Chemistry & Components
The chemistry of an EV battery influences how much energy its cells can store, how quickly they can charge, how they behave in cold weather, how they age, and which raw materials and manufacturing processes they require.
Names such as NMC, NCA, and LFP usually describe the positive-electrode material, not the complete cell, so two batteries sold under the same label can perform very differently; for a general explanation of voltage, current, ion flow, and energy storage, start with Battery Basics.
Chemistry Is a Complete Cell System
A rechargeable battery cell is an electrochemical system made from several interacting components:
- A positive electrode
- A negative electrode
- An electrolyte
- A separator
- Two current collectors
- Protective interfaces formed where the electrolyte meets the electrodes
The two electrode materials determine the cell's basic storage mechanism and operating voltage. The electrolyte carries ions between them. The separator prevents direct electrical contact while allowing ions to pass, and the current collectors conduct electrons to the cell terminals.
These parts cannot be optimised independently. A higher-voltage positive electrode may need a more oxidation-resistant electrolyte. A silicon-rich negative electrode needs binders, additives, and mechanical controls that can accommodate expansion. A cell intended for rapid charging may need thinner or more porous electrodes than a cell designed to maximise energy density.
The practical result is important: the advertised chemistry is only the starting point. Particle design, electrode thickness, electrolyte formulation, cell format, thermal management, operating limits, and software all help determine how a battery performs in an EV.
How an Electrode Is Built
An electrode is not a solid sheet of graphite, LFP, or NMC. It is normally a porous composite coating applied to a thin metal foil.
A conventional electrode coating contains:
- Active material, which stores and releases lithium or sodium ions
- Conductive additives, usually carbon-based materials that create paths for electrons
- Binder, which holds the particles together and attaches the coating to the current collector
- Pores, which let the electrolyte reach the active material
The particle sizes, material proportions, coating thickness, density, and porosity all affect performance. The US Department of Energy describes electrode films as combinations of active material, conductive additive, and binder, and shows how inactive components and electrode loading affect practical energy density. (US Department of Energy)
A thick, densely packed electrode can store more energy relative to the mass of its current collector, separator, and housing. However, ions and heat must travel farther through it. That can limit rapid charging and high-power operation.
A thinner or more porous electrode can shorten transport paths and reduce local concentration gradients, but it normally uses more inactive material for each kilowatt-hour stored. Cell engineering is therefore a balance between:
- Gravimetric energy density: energy per unit of mass
- Volumetric energy density: energy per unit of volume
- Power and fast-charging capability
- Heat generation and cooling
- Cycle life and calendar life
- Material use, production speed, and cost
This is one reason a chemistry that performs exceptionally in a laboratory coin cell does not automatically deliver the same advantage in a full-size automotive cell.
Negative-Electrode Materials
The negative electrode, commonly called the anode, stores lithium or sodium ions while the cell is charged. It strongly affects fast charging, cold-weather behaviour, efficiency, swelling, and degradation.
Most lithium-ion EV cells use graphite or a graphite-silicon composite. Sodium-ion cells generally use hard carbon. Other negative-electrode systems target specific advantages or future increases in energy density.
Graphite
Graphite is the dominant negative-electrode material in lithium-ion EV batteries. Its layered crystal structure allows lithium ions to be inserted between carbon sheets during charging and released during discharge.
Manufacturers may use:
- Natural graphite
- Synthetic graphite
- Mixtures of natural and synthetic graphite
Natural graphite can reduce energy use and cost in material production, while synthetic graphite gives manufacturers more control over purity, particle shape, and consistency. Blends and coatings are used to tune efficiency, durability, and charging performance.
Graphite is mature and can remain stable over many cycles, but it has a limited storage capacity. It is also vulnerable to lithium plating when lithium arrives at its surface faster than it can be inserted into the structure. Low cell temperature, high charging current, and high state of charge all increase that risk.
Lithium plating consumes usable lithium and can accelerate ageing. Severe or repeated plating can also create deposits that increase the risk of an internal short circuit. This is why an EV may reduce charging power when its battery is cold or nearly full.
Silicon-Graphite Composite Anodes
Silicon can store far more lithium per gram than graphite, so adding silicon is one of the main ways manufacturers try to increase cell energy density without replacing the entire lithium-ion production system.
The difficulty is expansion. Fully lithiated silicon can expand by roughly 300%, creating stress that can crack particles, break electrical connections, and repeatedly damage the protective surface layer. A 2024 Nature Communications study describes this expansion and the resulting risks to the electrode and separator. (Nature Communications)
Most automotive "silicon anodes" are therefore not pure silicon. They are graphite electrodes containing a controlled amount of silicon or a silicon-based material. The graphite provides a stable framework, while the silicon adds capacity.
Increasing the silicon fraction can improve energy density, but it also makes swelling, first-cycle lithium loss, interface stability, and manufacturing control more difficult. The cell may need:
- Elastic binders
- Electrolyte additives that form a more stable surface layer
- Engineered silicon particles or silicon-carbon composites
- Additional lithium to compensate for initial losses
- Carefully controlled pressure and operating limits
Research and industrial development are moving from small silicon additions towards silicon-dominant electrodes. However, a high silicon percentage alone does not prove that a cell will have high energy density or long life. The result depends on the complete electrode and cell design. Research on practical silicon-containing cells describes expansion, unstable interfaces, electrode swelling, and electrolyte depletion as interconnected challenges. (Nature Communications)
Hard Carbon
Hard carbon is the leading negative-electrode material for sodium-ion cells. It is a non-graphitising carbon with disordered layers, defects, and pores that can store the larger sodium ion more effectively than conventional graphite.
Hard carbon can be produced from several carbon-rich precursors, including synthetic resins and biomass-derived materials. Its pore structure, defects, surface area, and heat treatment strongly affect capacity, first-cycle efficiency, and rate performance.
The storage mechanism is more complex than simple insertion between perfectly ordered layers. Sodium can be stored at defects, between disordered carbon layers, and in nanopores. Research continues into how much each mechanism contributes under practical conditions. (Nature Communications)
Hard carbon is not automatically inexpensive simply because its feedstock is abundant. Purification, heat treatment, yield, consistency, initial sodium loss, and electrode density all influence the cost and energy density of a finished cell.
Lithium Titanate
Lithium titanate, usually abbreviated LTO, replaces graphite with lithium titanate oxide on the negative-electrode side.
LTO operates at a higher potential than graphite. This greatly reduces the tendency for lithium plating and supports high power, rapid charging, and long cycle life. Its structure also changes very little as lithium moves in and out.
The trade-off is lower cell voltage and therefore lower energy density when paired with a given positive electrode. LTO is consequently attractive where power, durability, low-temperature operation, or frequent cycling matters more than maximum range from a limited battery volume.
The US Department of Energy identifies graphite or carbon as the predominant lithium-ion anode and LTO as an alternative used in some high-power or high-cycle-life applications. (US Department of Energy)
Lithium Metal
A lithium-metal negative electrode stores lithium directly as metal instead of placing it inside a graphite or silicon host. Removing the host material could substantially increase cell-level energy density.
The central problem is reversibility. Lithium must be deposited and removed evenly during every cycle. Irregular deposits, repeated electrolyte reactions, inactive lithium, volume changes, and damage to the separator can reduce life and create safety risks. The US Department of Energy describes lithium-metal cells as a route to smaller and lighter batteries, while noting their limited rechargeability and safety challenges. (US Department of Energy)
Lithium metal is not the same thing as solid-state. A lithium-metal cell can use a liquid, gel, polymer, or solid electrolyte. A solid-state cell can use lithium metal, but it can also use another negative electrode. These terms describe different parts of the cell.
For current development programmes and commercial announcements, see Latest in Battery Technology.
Positive-Electrode Materials
The positive electrode, commonly called the cathode, is the source of most familiar lithium-ion chemistry names. Its structure and composition strongly influence cell voltage, capacity, thermal stability, material cost, and ageing.
The US Department of Energy lists LFP, NMC, NCA, LMO, and several other materials as distinct lithium-ion positive-electrode classes. (US Department of Energy)
NMC or NCM
NMC and NCM both mean lithium nickel manganese cobalt oxide. The order of the letters differs between naming conventions; they describe the same general family of layered-oxide materials.
Numbers such as 111, 532, 622, and 811 describe the approximate relative proportions of nickel, manganese, and cobalt. NMC 811, for example, is approximately eight parts nickel, one part manganese, and one part cobalt.
Within this family:
- Nickel contributes strongly to capacity and therefore energy density.
- Manganese can support structural and thermal stability and reduce reliance on nickel and cobalt.
- Cobalt helps stabilise the layered structure and supports electronic and manufacturing performance, but it is costly and has supply-chain concerns.
Increasing nickel content can raise capacity and reduce cobalt use, but it also increases sensitivity to moisture, high voltage, surface reactions, and heat. Manufacturers address this with particle coatings, dopants, concentration gradients, electrolyte additives, and tighter control of production and operation.
LG Energy Solution's explanation of NCM likewise presents higher nickel content as a route to greater capacity while describing stability as an engineering challenge. (LG Energy Solution)
The label "NMC" therefore covers a wide performance range. An older low-nickel NMC cell and a modern nickel-rich NMC cell should not be treated as equivalent.
NCA
NCA means lithium nickel cobalt aluminium oxide. Like nickel-rich NMC, it is a layered-oxide material developed for high specific energy and high power.
Nickel provides much of its capacity, cobalt supports the layered structure and electronic behaviour, and aluminium helps stabilise the material. NCA is normally paired with a graphite or graphite-silicon negative electrode.
NCA can support high-energy EV cells, but the result depends on particle engineering, electrolyte stability, thermal control, and conservative voltage limits. It is not inherently "better" than NMC; each family can be optimised for different priorities.
NCMA
NCMA contains nickel, cobalt, manganese, and aluminium. It combines the four metals in a layered-oxide positive electrode, usually with a high nickel content.
The objective is to retain the capacity advantage of nickel-rich material while using manganese and aluminium to improve stability and reduce the required cobalt content. LG Energy Solution describes aluminium as contributing to output and stability in its NCMA material. (LG Energy Solution)
As with NMC and NCA, the acronym does not reveal the exact recipe. Metal ratios, coatings, dopants, particle structure, upper voltage, and manufacturing quality remain important.
LFP
LFP means lithium iron phosphate. It has an olivine crystal structure built around strong phosphate bonds and contains neither nickel nor cobalt.
Its main strengths are:
- High thermal and chemical stability
- Long cycle-life potential
- Good power capability when engineered appropriately
- Lower exposure to nickel and cobalt supply chains
Its principal limitation is lower cell-level energy density than the best nickel-rich layered-oxide systems. The lower operating voltage and lower material density mean that an LFP pack may need more cell volume or mass for the same energy.
LFP also has a relatively flat voltage curve across much of its usable state-of-charge range. That makes state-of-charge estimation from voltage more difficult, so the battery-management system relies heavily on current measurement, models, and occasional recalibration.
Low-temperature charging can be challenging because the negative electrode is still normally graphite. Pack heating, cell design, and charging controls therefore matter as much as the LFP positive electrode itself.
LFP's reputation for durability does not mean that it is immune to calendar ageing or that every LFP battery should remain at 100% state of charge. Owners should follow the vehicle manufacturer's charging guidance; some recommendations for periodic full charging are intended partly to help state-of-charge calibration.
LMFP
LMFP means lithium manganese iron phosphate. It modifies the LFP material by substituting part of the iron with manganese.
The manganese contribution raises the voltage over part of the discharge curve, giving LMFP the potential for higher energy density than LFP while retaining a phosphate-based structure and avoiding nickel and cobalt.
The material also introduces challenges. These include lower intrinsic electrical and ionic conductivity, manganese dissolution, and the need to control composition and particle coatings. A recent review of LMFP development discusses the higher-voltage benefit together with conductivity, diffusion, density, and manganese-related limitations. (Engineering)
LMFP may be used as a standalone positive-electrode material or blended with another material. Its real advantage depends on how much manganese is used, the voltage window, electrode density, cycle life, and the design of the complete cell.
LMO and Blended Positive Electrodes
LMO normally refers to lithium manganese oxide with a spinel structure. It can provide high power and good thermal behaviour, but on its own it generally offers lower energy density and may suffer from manganese dissolution and capacity loss, particularly at elevated temperatures.
Automotive cells have often blended LMO with NMC. In such a blend, LMO can support power delivery while NMC contributes energy capacity. A blended electrode is not a new electrochemical category: it is a deliberate combination used to balance performance, life, cost, and safety.
Other blends are possible. Manufacturers may mix materials within an electrode, coat one material with another, or vary composition from a particle's centre to its surface. A short chemistry label cannot capture all of these details.
Sodium-Ion Cell Chemistry
Sodium-ion cells work on the same broad "rocking-chair" principle as lithium-ion cells: sodium ions move between the two electrodes through the electrolyte while electrons travel through the external circuit. The materials are different because sodium ions are larger and heavier and have different electrochemical behaviour.
Sodium is abundant and widely distributed, and sodium-ion cells can avoid lithium, nickel, and cobalt in several common designs. However, material abundance does not by itself guarantee a cheaper pack. Cell yield, electrode density, production scale, lifetime, pack overhead, and supply-chain maturity all affect cost.
Sodium-Ion Negative Electrode
Conventional graphite stores lithium efficiently but does not accommodate sodium well in the electrolytes normally used for commercial sodium-ion cells. Hard carbon is therefore the standard practical choice.
Hard-carbon structure and surface chemistry must be tuned for:
- Reversible sodium capacity
- High first-cycle efficiency
- Sufficient electrode density
- Stable interface formation
- Fast ion transport
- Consistent, scalable production
The first-cycle loss is especially important because sodium consumed while forming the interface is no longer available to carry energy during later cycles.
Sodium-Ion Positive-Electrode Families
Sodium-ion development includes three broad positive-electrode families:
- Layered oxides, which can offer relatively high capacity and voltage but may be sensitive to air, moisture, or structural changes
- Polyanionic compounds, which use stable frameworks such as phosphates or sulphates and can prioritise durability, voltage, or thermal stability
- Prussian blue analogues, which have open crystal frameworks that support rapid sodium transport but require careful control of water content, vacancies, and material density
Academic literature identifies layered oxides, polyanionic compounds, and Prussian blue analogues as the principal sodium-ion cathode families. (Nature Communications)
These families should not be discussed as one universal "sodium chemistry." Just as NMC and LFP lithium-ion cells differ, sodium-ion cells can be designed for different balances of energy, power, cold-weather operation, life, and cost.
Where Sodium-Ion Fits
Current sodium-ion cells generally have lower energy density than leading lithium-ion EV cells. That makes them less attractive where maximum driving range must fit into the smallest and lightest pack.
They may be well suited to:
- Smaller or lower-cost EVs
- Vehicles where extreme range is not the priority
- Hybrid packs that combine complementary cell types
- Stationary storage and other applications less constrained by mass and volume
Cold-weather behaviour can be a relative strength for some sodium-ion designs, but it is not guaranteed by the word "sodium." The electrode materials, electrolyte, cell resistance, thermal system, and operating limits still determine actual performance.
Commercial availability is developing quickly. To keep this foundation chapter durable, current products and supplier claims belong in Latest in Battery Technology.
Electrolyte
The electrolyte carries ions between the electrodes but should block electrons. Most present lithium-ion EV cells use a lithium salt dissolved in organic solvents, together with small quantities of additives.
The formulation affects:
- Ionic conductivity
- Low- and high-temperature behaviour
- Fast-charging performance
- Gas generation
- Stability at high and low electrode potentials
- Formation of the protective electrode interfaces
- Flammability and abuse response
An electrolyte that works well with graphite and LFP may not be suitable for a high-voltage nickel-rich positive electrode or a silicon-dominant negative electrode. Manufacturers adjust salts, solvents, additive packages, and concentration to match the electrodes and operating window.
Sodium-ion cells use sodium-containing salts and compatible solvents. Their formulations solve many of the same problems but must form stable interfaces on different electrode materials.
Liquid, Gel, Polymer, and Solid Electrolytes
Solid-state describes the electrolyte architecture, not the positive-electrode chemistry. A solid-state cell may still use an NMC-type positive electrode, and it may use lithium metal, silicon, graphite, or another negative electrode.
Replacing a flammable liquid electrolyte can create safety and packaging advantages, but solid electrolytes introduce other challenges:
- Maintaining intimate contact between solid layers
- Preventing cracks and voids as the electrodes change volume
- Achieving high ionic conductivity across a wide temperature range
- Controlling resistance at material interfaces
- Manufacturing thin, defect-free layers at automotive scale
Some designs called "solid-state" retain a small amount of liquid or gel. Terms such as semi-solid, quasi-solid, and solid-state are not always used consistently, so the construction matters more than the marketing label.
SEI and CEI: The Interfaces That Make the Cell Work
The electrolyte is not perfectly stable at the operating potentials of the electrodes. During initial charging, some electrolyte decomposes and forms thin reaction layers on their surfaces.
The layer on the negative electrode is the solid-electrolyte interphase, or SEI. A related layer on the positive electrode is usually called the cathode-electrolyte interphase, or CEI.
A useful interface must:
- Conduct lithium or sodium ions
- Block most electron flow
- Limit continued electrolyte decomposition
- Remain mechanically and chemically stable as the cell cycles
Creating the SEI consumes some active lithium or sodium, which causes part of the cell's initial capacity loss. If the interface cracks or dissolves, more electrolyte and active ions are consumed to repair it.
This is particularly difficult with silicon because the negative electrode changes volume. It is also challenging at high positive-electrode voltages, where electrolyte oxidation and transition-metal dissolution can damage both sides of the cell. Electrolyte additives, coatings, formation procedures, and operating limits are therefore core parts of the chemistry even though they do not appear in its acronym. (Nature Communications)
Separator
The separator is a thin, electrically insulating membrane between the positive and negative electrodes. Its pores hold electrolyte and allow ions to pass, while the membrane prevents direct contact between the electrodes.
Common lithium-ion separators use polyethylene, polypropylene, or multilayer combinations. Ceramic coatings can improve heat resistance, wetting, mechanical strength, or dimensional stability.
Some polymer separators are designed so that their pores close when the temperature rises, sharply increasing resistance and slowing the electrochemical reaction. This shutdown behaviour can add protection, but it is not a complete safety system. If the separator continues to shrink, tears, is pierced, or is damaged before shutdown can help, an internal short circuit may still occur. Research on lithium-ion separators describes both shutdown and the risk of breakdown at higher temperatures. (ACS Omega)
Separator properties also influence normal performance. Thickness, porosity, tortuosity, electrolyte wetting, puncture resistance, and coating uniformity all affect resistance, charging, energy density, production quality, and safety.
Current Collectors
Current collectors are thin metal foils that carry electrons between the electrode coatings and the cell terminals.
In conventional lithium-ion cells:
- The negative electrode is normally coated on copper foil
- The positive electrode is normally coated on aluminium foil
Copper is used on the graphite side because aluminium can alloy with lithium at the low potential of a charged graphite electrode. Aluminium is lighter and is stable at the positive electrode's higher potential.
LTO operates at a higher potential and can use aluminium on the negative-electrode side, as noted in the US Department of Energy's lithium-ion assessment. (US Department of Energy)
Collector thickness is another trade-off. Thinner foil reduces inactive mass and can improve energy density, but it must survive coating, drying, calendering, winding or stacking, tab welding, and years of cycling.
Comparing the Main EV Cell Systems
No cell family leads every metric. The following profiles describe common tendencies, not guaranteed properties.
Graphite or Silicon-Graphite with NMC, NCA, or NCMA
Typical strengths: high energy density, strong power capability, and extensive automotive development.
Typical limitations: greater dependence on nickel and sometimes cobalt; tighter demands on thermal management, voltage control, and interface stability as nickel content and cell voltage increase.
This combination is attractive where range and packaging efficiency are priorities. Silicon can add capacity, but more silicon also increases swelling and interface challenges.
Graphite with LFP
Typical strengths: thermal stability, long cycle-life potential, strong power capability, and no nickel or cobalt in the positive electrode.
Typical limitations: lower cell-level energy density and a flat voltage curve that makes state-of-charge estimation more difficult.
LFP can be highly competitive at pack level when efficient cell-to-pack integration offsets some of the cell-level energy-density difference.
Graphite with LMFP
Typical strengths: potential for more energy than LFP while retaining a phosphate framework and avoiding nickel and cobalt.
Typical limitations: conductivity, manganese stability, and a less mature large-scale manufacturing base than established LFP.
Its position depends on whether manufacturers can realise the voltage advantage without sacrificing life, efficiency, or cost.
LTO with a Lithium-Ion Positive Electrode
Typical strengths: rapid charging, high power, low plating risk, and very long cycle-life potential.
Typical limitations: low cell voltage and low energy density, which increase pack mass and volume for a given stored energy.
This system suits demanding duty cycles better than long-range passenger EVs where packaging efficiency is central.
Hard Carbon with a Sodium-Ion Positive Electrode
Typical strengths: potential use of abundant materials, reduced dependence on lithium and nickel in many designs, and promising power or cold-weather performance in selected cells.
Typical limitations: lower energy density than leading lithium-ion cells, first-cycle sodium loss, and a developing production ecosystem.
The exact cathode family makes a major difference, so "sodium-ion" alone is not a sufficient specification.
Lithium Metal and Solid-State Architectures
Typical strengths: potential for higher energy density and, in some solid-electrolyte designs, different safety and packaging characteristics.
Typical limitations: interface resistance, uneven lithium deposition, pressure management, durability, temperature requirements, and difficult large-scale manufacturing.
These two concepts overlap but are not interchangeable. Any comparison should identify both electrodes, the electrolyte type, test conditions, cell size, retained capacity, and whether the figures apply to a material, a laboratory cell, or an automotive-scale cell.
What Chemistry Means for an EV Buyer
Chemistry affects an EV, but it does not predict the complete ownership experience on its own.
Range and Packaging
Higher cell energy density can provide more range for a given pack mass and volume. However, usable capacity, pack structure, cooling hardware, crash protection, vehicle efficiency, and reserve buffers also matter.
A well-integrated lower-energy cell can therefore produce a competitive pack, while a high-energy cell can lose part of its advantage through heavier cooling or conservative operating limits.
Charging
Fast charging depends on the negative electrode's ability to accept ions, the positive electrode's transport limits, electrode thickness, internal resistance, temperature, state of charge, and the battery-management strategy.
Chemistry helps set the boundaries, but the battery's charging performance and preconditioning system reveal more about a specific EV. Two cars using LFP or NMC can have very different charging times.
Cold Weather
Low temperature slows ion transport and increases resistance. It also increases lithium-plating risk during charging of graphite-based cells.
Some chemistries and electrolytes tolerate cold conditions better than others, but pack heating and software can outweigh the chemistry label. Compare real vehicle behaviour, including whether the car can preheat its battery before rapid charging.
Durability
Cycle life depends on depth of discharge, charging rate, cell temperature, average state of charge, time spent near voltage limits, and the manufacturer's usable window.
A chemistry with strong laboratory cycle life can age poorly in a hot pack held at high state of charge. Conversely, conservative buffers and effective cooling can help a more reactive chemistry last for many years. See Battery Degradation for the ageing mechanisms and Battery Warranty for the protection offered to the owner.
Safety
Some positive-electrode materials are more thermally stable than others, but vehicle safety cannot be ranked from the cathode acronym alone. Cell quality, separator design, electrolyte quantity, propagation barriers, sensors, cooling, electrical protection, crash structure, and software all contribute.
LFP's stable phosphate structure is an advantage, but it does not make a pack impossible to damage or ignite. Nickel-rich cells require tighter controls, but a well-engineered pack can manage those risks.
Cost and Material Exposure
LFP and several sodium-ion designs avoid nickel and cobalt, while nickel-rich layered oxides use more processing-intensive materials in exchange for high energy. Yet pack cost also includes cell yield, factory utilisation, pack structure, electronics, cooling, warranty risk, and production scale.
Raw-material composition is therefore part of the cost picture, not the complete answer.
The Same Label Can Hide Large Differences
When comparing two EVs, look beyond "LFP" or "NMC" and ask:
- What are the gross and usable battery capacities?
- How much range does the complete vehicle deliver?
- What does the charging curve look like in warm and cold conditions?
- Does the vehicle support battery preconditioning?
- How large are the upper and lower buffers?
- How does the manufacturer control temperature?
- What battery warranty and degradation threshold apply?
- Is the claimed performance measured at cell level or pack level?
Chemistry explains why certain trade-offs exist. The finished cell, pack, and vehicle determine how those trade-offs appear in everyday use.
To see how these materials are packaged and connected, continue with Cell Formats and Battery Pack & Configuration.
Sources
- US Department of Energy — High Energy Density Electrodes
- Nature Communications — Mechanical shutdown of battery separators: silicon anode failure
- Nature Communications — Production of high-energy lithium-ion batteries with silicon-containing anodes
- Nature Communications — Electron paramagnetic resonance study of sodium storage in hard carbon
- US Department of Energy — Lithium-ion Batteries Technology Strategy Assessment
- US Department of Energy — Why Is It So Hard to Make Batteries Smaller and Lighter?
- LG Energy Solution — NCM battery materials
- LG Energy Solution Battery Inside — NCMA cathode
- Journal of Energy Chemistry — High-energy-density lithium manganese iron phosphate: progresses, challenges, and prospects
- Nature Communications — Reversible structural evolution of sodium-rich Prussian blue
- ACS Omega — Ceramic-coated separators for improved lithium-ion battery safety