Results 201 to 210 of about 10,150 (263)

Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers

Advanced Science, EarlyView.
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao, Misheng Cai, Zhenghong Wang, Yan Wang, Yuqi Li, Bo Dong, Hewu Wang, Andrew F. Burke, Simona Onori, Stephen J. Harris   +9 more
wiley   +1 more source

RBF-assisted surrogate modeling and machine learning for mechanical property prediction in friction stir additive manufacturing: Application to dissimilar AA6061/AA7075 aluminum alloys. [PDF]

Sci Rep
Venkatachalam K, Selvaraj SK, Mannayee G, Pattabiraman K, G S.   +4 more
europepmc   +1 more source

Advances and Perspectives in Graphene‐Based Quantum Dots Enabled Neuromorphic Devices

Advanced Science, EarlyView.
Graphene‐based QDs are zero‐dimensional carbon nanomaterials with pronounced quantum confinement and tunable electronic structures. Herein, we summarize their synthesis strategies and functionalization methods, and highlight their functional roles and operating mechanisms in devices, as well as recent advances in neuromorphic electronics. We anticipate
Yulin Zhen, Wei Zeng, Zherui Zhao, JiYu Zhao, Ziyan Huang, Zhuo Chen, Kui Zhou, Guanglong Ding, Su‐Ting Han, Ye Zhou   +9 more
wiley   +1 more source

A multiscale topology optimization design framework with data driven surrogate model. [PDF]

Sci Rep
Zhou H, Zhou C.
europepmc   +1 more source

Investigating the Role of the Environment on Physical Activity Interventions (the InSPACE Project): Protocol for a Pooled Secondary Analysis of Randomized Controlled Trials. [PDF]

JMIR Res Protoc
Youngbloom AJ, Rowland M, Mooney SJ, Singer K, Szpiro A, Saelens BE.   +5 more
europepmc   +1 more source

SegAnyNeuron: a neural image segmentation network with strong generalization performance by modeling image intensity variation. [PDF]

Brain Inform
Cai L, Zhang Y, Ding Q, Wang X, Sun P, Zeng S, Quan T.   +6 more
europepmc   +1 more source

Nonlinear variation of discharge coefficient and energy dissipation optimization for bottom outlet of EG reservoir: an integral hydraulic model study. [PDF]

Sci Rep
Li Y, Zhao J, Yan Y, Shen S, Zhang X, Luo Q.   +5 more
europepmc   +1 more source

Time-Frequency Feature Extraction and Analysis of Inland Waterway Buoy Motion Based on Massive Monitoring Data. [PDF]

Sensors (Basel)
Li X, Chen Y, Mao L, Zhang N.
europepmc   +1 more source

Learning potential energy surfaces of hydrogen atom transfer reactions in peptides.

Digit Discov
Neubert M, Reiser P, Gräter F, Friederich P.   +3 more
europepmc   +1 more source