Results 161 to 170 of about 962,663 (328)

Multitarget Generate Electrolyte Additive for Lithium Metal Batteries

Advanced Materials, EarlyView.
This study presents a deep learning‐assisted generative model for electrolyte additives in lithium metal batteries (LMBs). The approach overcomes data scarcity by proposing the molecular categorization method and achieves 100% generative efficiency.
Xiangyang Liu, Jianchun Chu, Sa Xue, Daquan Wang, Zhuoyang Lu, Meng Zhang, Yongqi Liu, Xin Xu, Yilin Zhang, Jiangang Long, Lingjie Meng, Jiayin Yuan, Maogang He   +12 more
wiley   +1 more source

Multi-Rules Mining Algorithm for Combinatorially Exploded Decision Trees With Modified Aitchison-Aitken Function-Based Bayesian Optimization

IEEE Open Journal of the Computer Society
Decision trees offer the benefit of easy interpretation because they allow the classification of input data based on if–then rules. However, as decision trees are constructed by an algorithm that achieves clear classification with minimum ...
Yuto Omae, Masaya Mori, Yohei Kakimoto
doaj   +1 more source

Decision trees to evaluate the risk of developing multiple sclerosis. [PDF]

Front Neuroinform, 2023
Pasella M, Pisano F, Cannas B, Fanni A, Cocco E, Frau J, Lai F, Mocci S, Littera R, Giglio SR.   +9 more
europepmc   +1 more source

Sparse Projection Oblique Randomer Forests

, 2019
Decision forests, including Random Forests and Gradient Boosting Trees, have recently demonstrated state-of-the-art performance in a variety of machine learning settings.
Browne, James, Burns, Randal, Chung, Jaewon, Falk, Benjamin, Maggioni, Mauro, Patsolic, Jesse L., Priebe, Carey E., Shen, Cencheng, Tomita, Tyler M., Vogelstein, Joshua T., Yim, Jason   +10 more
core  

Designing an Anionic Layer in Low‐Concentration Electrolytes to Promote In‐Plane Ion Diffusion for Dendrite‐Free Zinc‐Ion Batteries

Advanced Materials, EarlyView.
An optimization model for zinc anodes centered on anion traction in a low‐concentration electrolyte system is proposed. The fluoride‐ion enriched interfacial layer on the zinc anode surface enhances the concentration of Zn2+ in a lateral direction through electrostatic forces, thereby facilitating horizontal zinc plating.
Yiyang Zhang, Beibei Xu, Lingfei Zhao, Qi Luo, Ying Tao, Yaojie Lei, Wei‐Hong Lai, Hua‐Kun Liu, Shi‐Xue Dou, Yun‐Xiao Wang   +9 more
wiley   +1 more source

Optimizing Interpretable Decision Tree Policies for Reinforcement Learning [PDF]

arXiv
Reinforcement learning techniques leveraging deep learning have made tremendous progress in recent years. However, the complexity of neural networks prevents practitioners from understanding their behavior. Decision trees have gained increased attention in supervised learning for their inherent interpretability, enabling modelers to understand the ...
arxiv  

Learning kμ decision trees on the uniform distribution [PDF]

, 1993
Thomas R. Hancock
openalex   +1 more source

Spin Engineering of Dual‐Atom Site Catalysts for Efficient Electrochemical Energy Conversion

Advanced Materials, EarlyView.
This review highlights recent progress in spin engineering of dual‐atom site catalysts (DASCs), emphasizing how spin‐related properties enhance electrocatalytic activity, selectivity, and stability. It summarizes cutting‐edge developments in dual‐atom catalysis, discusses the underlying spin‐catalysis mechanisms and structure–performance relationships,
Dongping Xue, Yu Zhao, Jianliang Cao, Yan Wang, Xiaoning Li, Tianyi Ma   +5 more
wiley   +1 more source

Zero-Shot Decision Tree Construction via Large Language Models [PDF]

arXiv
This paper introduces a novel algorithm for constructing decision trees using large language models (LLMs) in a zero-shot manner based on Classification and Regression Trees (CART) principles. Traditional decision tree induction methods rely heavily on labeled data to recursively partition data using criteria such as information gain or the Gini index.
arxiv  

Simulating medical decision trees with random variable parameters [PDF]

, 1992
Robert S. Dittus, Robert W. Klein
openalex   +1 more source