journal article·2025-07

Closing the loop for autonomous liquid electrolyte design

Eric McCalla

Joule· Volume 9· Issue 7
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Abstract

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Research context

OpenAlex topics: Advanced Battery Materials and Technologies · Fuel Cells and Related Materials · Advancements in Battery Materials

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References (10)

Show source-provided references
1. Structure and electrochemistry of Li[NixCo1−2xMnx]O2 (0⩽ x⩽ 1/2)
2. Elucidating the impact of metal doping in Li1.15(Ni0.35Mn0.65)0.85O2 cathodes using high-throughput experiments and machine learning10.1039/D4EB00016A ↗
3. An autonomous laboratory for the accelerated synthesis of novel materials10.1038/s41586-023-06734-w ↗
4. Semiautomated Experiments to Accelerate the Design of Advanced Battery Materials: Combining Speed, Low Cost, and Adaptability10.1021/acsengineeringau.3c00037 ↗
5. Automated electrolyte formulation and coin cell assembly for high-throughput lithium-ion battery research10.1039/D3DD00058C ↗
6. High-throughput combinatorial screening of multi-component electrolyte additives to improve the performance of Li metal secondary batteries10.1038/s41598-019-42766-x ↗
7. High-throughput Li plating quantification for fast-charging battery design10.1038/s41560-023-01194-y ↗
8. Ternary and Quaternary Electrolyte Additive Mixtures for Li-Ion Cells That Promote Long Lifetime, High Discharge Rate and Better Safety10.1149/2.0541409jes ↗
9. A wide range of testing results on an excellent lithium-ion cell chemistry to be used as benchmarks for new battery technologies10.1149/2.0981913jes ↗
10. Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization