Early-stage lifetime prediction for lithium-ion batteries : A deep learning framework jointly considering machine-learned and handcrafted data features

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Material Science

Lithium Ion Battery Material Science

Computer Science

Learning Framework Computer Science

Deep Learning Metho... Computer Science

Data Capacity Computer Science

Feature Selection Computer Science

Computational Exper... Computer Science

Design Optimization Computer Science

Domain Knowledge Computer Science

Learned Feature Computer Science

Convolutional Neura... Computer Science

Data Channel Computer Science

Feature Extraction Computer Science

Engineering

Early Stage Engineering

Lithium-Ion Batteri... Engineering

Deep Learning Metho... Engineering

Lifecycle Engineering

Feature Extraction Engineering

Joints (Structural ... Engineering

Domain Knowledge Engineering

Design Optimization Engineering

Selection Method Engineering

Process Engineering Engineering

Processed Data Engineering

Early Life Engineering

Convolutional Neura... Engineering

Chemical Engineering

Deep Learning Metho... Chemical Engineering

Process Engineering Chemical Engineering

Neural Network Chemical Engineering

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