Dynamic Gradient Oxygen Layer Enables Stable Sn Anode for Lithium Storage
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Materials"
DOI: 10.1002/adma.202505136
Abstract: Sn‐based anodes are of significant interest due to their high capacity and resource abundance for lithium‐ion batteries. However, incomplete lithiation and severe volume expansion result in their low capacity and electrode pulverization. Here, a rationally… read more here.
Keywords: lithium; layer; dynamic gradient; lithium storage ... See more keywords
DyGRA-Edge: A Dynamic Gradient-Regulated Attention Network for Real-Time Intrusion Detection on Industrial IoT-edge nodes
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3624745
Abstract: Industrial control networks still face significant challenges in grayscale-based intrusion detection, including feature degradation, dispersed attention weights, and computational redundancy, particularly under dynamic attacks and large-scale traffic streams. To address these issues, this article proposes… read more here.
Keywords: dynamic gradient; detection; edge; attention ... See more keywords
Dynamic Gradient Descent and Reinforcement Learning for AI-Enhanced Indoor Building Environmental Simulation
Sign Up to like & getrecommendations! Published in 2025 at "Buildings"
DOI: 10.3390/buildings15122044
Abstract: We propose a novel dynamic gradient descent (DGD) framework integrated with reinforcement learning (RL) for AI-enhanced indoor environmental simulation, addressing the limitations of static optimization in dynamic settings. The proposed method combines a hybrid optimizer—stochastic… read more here.
Keywords: dynamic gradient; gradient descent; simulation; learning enhanced ... See more keywords