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Št. zadetkov: 2
Phase separating electrode materials - chemical inductors?
Klemen Zelič, Igor Mele, Arghya Bhowmik, Tomaž Katrašnik
Izvirni znanstveni članek
Oznake: litij ionske baterije;elektrodni materiali;aktivni delci;kvazi 3D model;model porozne elektrode;li-ion batteries;electrode materials;aktive particle;quazi 3D model;porous electrode model;
We unreveal mechanistic background of the presence of chemical inductive effects in phase separating ion intercalation energy storage materials, in particular lithium iron phosphate (LFP) and lithium titanate oxide (LTO), by applying a detailed phase field model. These materials feature fast (de)int ...
Leto: 2023 Vir: Fakulteta za strojništvo (UL FS)
Setting the standard for machine learning in phase field prediction
Laura Hannemose Rieger, Klemen Zelič, Igor Mele, Tomaž Katrašnik, Arghya Bhowmik
Izvirni znanstveni članek
Oznake: machine learning;neural network;phase field model;dataset;
Phase field models are an important mesoscale method that serves as a bridge between the atomic scale and the macroscale, used for modeling complex phenomena at the microstructure level. Machine learning can be employed to accelerate these simulations, enabling faster and more efficient analyses. Ho ...
Leto: 2024 Vir: Fakulteta za strojništvo (UL FS)
Št. zadetkov: 2
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