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Autonomous Exploration of an Unexpected Electrode Material for Lithium Batteries AITranslate

Tokyo Institute of Technology; Tokyo Institute of Technology; National Institute of Advanced Industrial Science and Technology (AIST); University of Tokyo
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Publisher: ACS
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Abstract AITranslate

Significant improvements in experimental efficiency are required to explore new lithium-ion-conducting materials. Autonomous research based on robotic experiments exploring a vast chemical space is expected to resolve this problem. This study demonstrates the autonomous exploration of inorganic films with improved lithium ionic conductivity. The system successfully generated a phase diagram and found a new amorphous Li-ion conductor, Li1.8Al0.03Ge0.05PO3.3, exhibiting lithium ionic conductivity of approximately 3.4 × 10–6 S cm–1 at room temperature, showing one order of magnitude higher conductivity than the starting material. Furthermore, we unexpectedly found a mixed conductor, Li0.81Al0.24Ge0.61PO4.2, which is an electrode material for lithium batteries. The exploration of a large chemical space using an autonomous system enables the discovery of unexpected new materials. We discuss the possibilities of using the autonomous system for further materials exploration.

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DOI:https://doi.org/10.1021/acsmaterialslett.3c00350

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Citation Information:

Significant improvements in experimental efficiency are required to explore new lithium-ion-conducting materials. Autonomous research based on robotic experiments exploring a vast chemical space is expected to resolve this problem. This study demonstrates the autonomous exploration of inorganic films with improved lithium ionic conductivity. The system successfully generated a phase diagram and found a new amorphous Li-ion conductor, Li1.8Al0.03Ge0.05PO3.3, exhibiting lithium ionic conductivity of approximately 3.4 × 10–6 S cm–1 at room temperature, showing one order of magnitude higher conductivity than the starting material. Furthermore, we unexpectedly found a mixed conductor, Li0.81Al0.24Ge0.61PO4.2, which is an electrode material for lithium batteries. The exploration of a large chemical space using an autonomous system enables the discovery of unexpected new materials. We discuss the possibilities of using the autonomous system for further materials exploration.

quote

GB/T 7714-2015 [1] Shigeru Kobayashi, Ryota Shimizu, Yasunobu Ando, et al. ACS Materials Letters, 2023(5). DOI:10.1021/acsmaterialslett.3c00350.
MLA [1] Shigeru Kobayashi, et al., ACS Materials Letters, no. 5, 2023, https://doi.org/10.1021/acsmaterialslett.3c00350.
APA [1] Shigeru Kobayashi, Ryota Shimizu, Yasunobu Ando, & Taro Hitosugi. (2023). ACS Materials Letters(5). https://doi.org/10.1021/acsmaterialslett.3c00350
IEEE [1] Shigeru Kobayashi, Ryota Shimizu, Yasunobu Ando, and Taro Hitosugi, ACS Materials Letters, no. 5, 2023, doi: 10.1021/acsmaterialslett.3c00350.