Microstructurally resolved modeling of all solid-state batteries: Latest progresses, opportunities, and challenges
All solid-state batteries are promising high-energy-density storage devices. To optimize their
performance without costly trial and error approaches, microstructure-resolved continuum …
performance without costly trial and error approaches, microstructure-resolved continuum …
Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework
The lithium-ion battery (LIB) field is moving towards the direction of investigating spatially
resolved physical phenomena in the 3D porous microstructure of electrodes. These pore …
resolved physical phenomena in the 3D porous microstructure of electrodes. These pore …
Lithium ion battery electrode manufacturing model accounting for 3D realistic shapes of active material particles
The demand for lithium ion batteries (LIBs) in the market has gradually risen, with production
increasing and expected to be boosted through the massive emergence of gigafactories. To …
increasing and expected to be boosted through the massive emergence of gigafactories. To …
Three-dimensional physical modeling of the wet manufacturing process of solid-state battery electrodes
Poor design of composite electrodes in Solid-State Batteries (SSBs) is one of the main
reasons for their low performance. Although modeling techniques offer great potential in …
reasons for their low performance. Although modeling techniques offer great potential in …
[HTML][HTML] Integration of lithium-ion battery recycling into manufacturing through digitalization: A perspective
I Cardenas-Sierra, U Vijay, F Aguesse… - Journal of Power …, 2025 - Elsevier
The lithium-ion batteries (LIBs) industry has expanded quickly despite technological
constraints. Additionally, raw materials supply, end-of-life (EoL) management, and the …
constraints. Additionally, raw materials supply, end-of-life (EoL) management, and the …
Nb2C and Nb2CO2 MXenes as Anodes in Li-Ion Batteries: A Comparative Study by First-Principles Calculations
R Santoy-Flores, HN Fernández-Escamilla… - ACS …, 2024 - ACS Publications
The new generation of Li-ion batteries is based on integrating 2D materials into the
electrodes to increase the energy density while reducing the charging time and size. The …
electrodes to increase the energy density while reducing the charging time and size. The …
The Role of Synthetic Data in Improving Neural Network Algorithms
AN Rabchevsky, LN Yasnitsky - 2022 4th International …, 2022 - ieeexplore.ieee.org
This review article describes synthetic data, its applications, and examples of improving
neural network algorithms with synthetic data. Using these examples, we show the important …
neural network algorithms with synthetic data. Using these examples, we show the important …