A Multi‐Scale Machine Learning Framework for the Inverse Design of High Entropy Alloys
High‐entropy alloys offer vast potential for various applications, including electrocatalysis; however, their compositional complexity challenges conventional screening. We introduce an inverse‐design framework combining two neural networks to determine optimal compositions and reconstruct nanoparticle geometry from targeted properties and conventional
Mikael Takoutsin +14 more
wiley +1 more source
PUF/ENB microcapsules were synthesized based on a sequential factorial design and incorporated into an epoxy matrix. Their anticorrosive action, associated with the self‐healing mechanism, demonstrated that the addition of microcapsules to the coating improved anticorrosive performance compared to pure epoxy coatings, particularly when the encapsulate ...
Vandicleya Alves Moreira +6 more
wiley +1 more source
High-voltage and intrinsically safe electrolytes for Li metal batteries. [PDF]
Xu Z +5 more
europepmc +1 more source
Unveiling the Over-Lithiation Behavior of NCM523 Cathode Towards Long-Life Anode-Free Li Metal Batteries. [PDF]
Gao R +10 more
europepmc +1 more source
In Situ Polymerization in COF Boosts Li-Ion Conduction in Solid Polymer Electrolytes for Li Metal Batteries. [PDF]
Meng J, Yin M, Guo K, Zhou X, Xue Z.
europepmc +1 more source
Impact of Oxygen Vacancies in LiCoO<sub>2</sub> on the Electrochemical Performance of Garnet-Based All-Solid-State Li-Metal Batteries. [PDF]
Qin Z +12 more
europepmc +1 more source
Eutectic-Like Ion-Conductive Phase-Incorporated Zwitterionic Covalent Organic Framework Solid Electrolyte for All-Solid-State Li Metal Batteries. [PDF]
Lee J +8 more
europepmc +1 more source
Unraveling plating/stripping-induced strain evolution <i>via</i> embedded sensors for predictive failure mitigation in solid-state Li metal batteries. [PDF]
Zhang H +5 more
europepmc +1 more source
Asymmetric behaviour of Li/Li symmetric cells for Li metal batteries
The asymmetric behaviour of Li metal electrodes in Li/Li symmetric cells is demonstrated in terms of electrochemical performance and changes in the morphology of Li metal.
Dongho Koo +3 more
openaire +3 more sources
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Gel Electrolyte for Li Metal Battery
Chemistry – An Asian Journal, 2022AbstractThe pursuit of high energy density enables lithium metal batteries (LMBs) to become the research hotpot again. However, the safety concerns including easy leakage and inflammability of the liquid electrolyte and the performance deterioration due to the uncontrollable Li dendrites growth in liquid electrolyte limit the further development of ...
Chen Wu, Wei Zeng
openaire +2 more sources

