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Integrating Automated Electrochemistry and High‐Throughput Characterization with Machine Learning to Explore Si─Ge─Sn Thin‐Film Lithium Battery Anodes

open access: yesAdvanced Energy Materials, Volume 15, Issue 11, March 18, 2025.
A closed‐loop, data‐driven approach facilitates the exploration of high‐performance Si─Ge─Sn alloys as promising fast‐charging battery anodes. Autonomous electrochemical experimentation using a scanning droplet cell is combined with real‐time optimization to efficiently navigate composition space.
Alexey Sanin   +7 more
wiley   +1 more source

Aegis: a transformer-based deep learning framework for the accurate identification of anticancer peptides. [PDF]

open access: yesBMC Biol
Zhou Z   +11 more
europepmc   +1 more source

Explainable attention based few shot LSTM for intrusion detection in imbalanced cyber physical system networks. [PDF]

open access: yesSci Rep
Abdulganiyu OH   +6 more
europepmc   +1 more source

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