Papers citing Machine learning in energy storage materials
Machine-learning-assisted discovery of perovskite materials with high dielectric breakdown strength
Materials Advances · 2022
Jianbo Li, Yuzhong Peng, Lupeng Zhao, Guodong Chen, Li Zeng, Guoqiang Wei, Yanhua Xu
Read original paper ↗ ·Bridging Multiscale Characterization Technologies and Digital Modeling to Evaluate Lithium Battery Full Lifecycle
Advanced Energy Materials · 2022
Xinhua Liu, Lisheng Zhang, Hanqing Yu, Jianan Wang, Junfu Li, Kai Yang, Yunlong Zhao, Huizhi Wang, Billy Wu, Nigel Peter Brandon, Shichun Yang
Read original paper ↗ ·Prospects for managing end‐of‐life lithium‐ion batteries: Present and future
Interdisciplinary materials · 2022
Xiao‐Tong Wang, Zhen‐Yi Gu, Edison Huixiang Ang, Xin‐Xin Zhao, Xing‐Long Wu, Yichun Liu
Read original paper ↗ ·Recent advances in dispersion and alignment of fillers in PVDF-based composites for high-performance dielectric energy storage
Materials Today Energy · 2022
Jing Zhou, Dajun Hou, Sha Cheng, Jisong Zhang, Wen Chen, Ling De Zhou, Pengchao Zhang
Read original paper ↗ ·Prediction on the relative permittivity of energy storage composite dielectrics using convolutional neural networks: A fast and accurate alternative to finite-element method
iEnergy · 2022
Shao‐Long Zhong, Di‐Fan Liu, Lei Huang, Yongxin Zhang, Qi Dong, Zhi‐Min Dang
Read original paper ↗ ·An ecofriendly and universal strategy to balance the active sites and electrical conductivity of biomass-derived carbon for superior lithium storage
New Journal of Chemistry · 2023
Xi Chen, Yanmeng Zhang, Heng Zhang, Yang Song, Tao Li, Bing Sun, Shibing Ni
Read original paper ↗ ·Complex impedance spectroscopy for capacitive energy-storage ceramics: a review and prospects
Materials Today Chemistry · 2023
Lei Zhang, Yongping Pu, Min Chen
Read original paper ↗ ·Recent progress of theoretical research on inorganic solid state electrolytes for Li metal batteries
Journal of Power Sources · 2023
Weijian Chen, Yafei Li, Daochen Feng, Chuanyang Lv, Huaxin Li, Shoubin Zhou, Qinhai Jiang, Jianguo Yang, Zengliang Gao, Yanming He, Jiayan Luo
Read original paper ↗ ·Magnetic Field Effects on the Structure, Dielectric and Energy Storage Properties of High-Entropy Spinel Ferrite (La0.14Ce0.14Mn0.14Zr0.14Cu0.14Ca0.14Ni0.14)Fe2O4/PVDF Nanocomposites
Polymers · 2023
Jiale Qiao, Haiwei Mu, Chao Liu, Zhaoting Liu
Read original paper ↗ ·Data-driven-aided strategies in battery lifecycle management: Prediction, monitoring, and optimization
Energy storage materials · 2023
Liqianyun Xu, Feng Wu, Renjie Chen, Li Li
Read original paper ↗ ·Single‐atom metal‐nitrogen‐carbon catalysts energize single molecule detection for biosensing
InfoMat · 2023
Xianyang Zhang, Pengfei Chen, Siwuxie He, Bowen Jiang, Yong Wang, Yonghua Cheng, Jian Peng, Francis Verpoort, John Wang, Zongkui Kou
Read original paper ↗ ·High-performance ionic thermoelectric materials and emerging applications of ionic thermoelectric devices
Materials Today Energy · 2023
Yuqing Tian, Xinyu Yang, Kerui Li, Kerui Li, Qinghong Zhang, Yaogang Li, Hongzhi Wang, Chengyi Hou
Read original paper ↗ ·4D printing: interdisciplinary integration of smart materials, structural design, and new functionality
International Journal of Extreme Manufacturing · 2023
Zhiyang Lyu, Jinlan Wang, Yunfei Chen
Read original paper ↗ ·Machine learning guided hydrothermal synthesis of thermochromic VO2 nanoparticles
Ceramics International · 2023
Yongxing Chen, Haining Ji, Mingying Lu, Bin Liu, Yong Zhao, Yangyong Ou, Yi Wang, Jundong Tao, Ting Zou, Yan Hua Huang, Junlong Wang
Read original paper ↗ ·Machine learning assisted chemical characterization to investigate the temperature-dependent supercapacitance using Co-rGO electrodes
Carbon · 2023
Xiaoyu Liu, Dali Ji, Xiaoheng Jin, Vanesa Quintano, Rakesh Kumar Joshi
Read original paper ↗ ·Polymer dielectrics for capacitive energy storage: From theories, materials to industrial capacitors
Materials Today · 2023
Qifa He, Kai Sun, Zhicheng Shi, Yao Liu, Runhua Fan
Read original paper ↗ ·Highly Pseudocapacitive Storage Design Principles of Heteroatom‐Doped Graphene Anode in Calcium‐Ion Batteries
Advanced Functional Materials · 2023
Yong Liang Gao, Zhenglong Li, Pan Wang, Wen‐Gang Cui, Xiaowei Wang, Yaxiong Yang, Fan Gao, Mingchang Zhang, Jiantuo Gan, Chenchen Li, Yanxia Liu, Xinqiang Wang, Fulai Qi, Jing Zhang, Xiao Han, Wubin Du, Hongge Pan, Zhenhai Xia
Read original paper ↗ ·Application of Machine Learning in Material Synthesis and Property Prediction
Materials · 2023
Guannan Huang, Yani Guo, Ye Chen, Zhengwei Nie
Read original paper ↗ ·Multilevel Heterostructure of MoS 2 /GDYO for Lithium‐Ion Batteries
Advanced Functional Materials · 2023
Tao Wang, Mingsheng Li, Qi Lu, Pengfei Jie, Wenlong Yang, Yuliang Li
Read original paper ↗ ·Hydrothermal ageing of carbon fiber reinforced polymer composites applied for construction: A review
Journal of Materials Research and Technology · 2023
Xiao Qi, Jingwei Tian, Guijun Xian
Read original paper ↗ ·Stable Operation Induced by Plastic Crystal Electrolyte Used in Ni-Rich NMC811 Cathodes for Li-Ion Batteries
ACS Applied Materials & Interfaces · 2023
Maher Jabeen, Zhouhong Ren, Muhammad Ishaq, Siqi Yuan, Xu Bao, Chaojiu Shu, Xiaoning Liu, Xi Liu, Lei Li, Yu‐Shi He, Zi‐Feng Ma, Xiao‐Zhen Liao
Read original paper ↗ ·Optimization of mechanical properties of multiscale hybrid polymer nanocomposites: A combination of experimental and machine learning techniques
Composites Part B Engineering · 2023
Elizabeth Champa-Bujaico, Ana Maria Diez-Pascual, Alba Lomas Redondo, Pilar García-Díaz
Read original paper ↗ ·Recent progress on defect-engineering in ferroelectric HfO 2 : The next step forward via multiscale structural optimization
Materials Horizons · 2023
Fengjun Yan, Yao Jin Wu, Yilong Liu, Pu Ai, Shi Liu, Shiqing Deng, Kan‐Hao Xue, Qiuyun Fu, Wen Dong
Read original paper ↗ ·Colossal permittivity and low dielectric loss in (Nb, Ga) co-doped SrTiO3 ceramics sintered in nitrogen atmosphere
Ceramics International · 2023
Kangchuang Li, Hua Hao, Zhonghua Yao, Minghe Cao, Hanxing Liu
Read original paper ↗ ·Optimizing energy storage performance of 0.9(Na0.5Bi0.5)(Fe0.02Ti0.98)O3-0.1SrTiO3 flexible capacitor via relaxation strategy
Ceramics International · 2023
Shibing Xiao, Huiting Sui, Fuling Wu, Jia He, Xiaofang Liu, Huajun Sun
Read original paper ↗ ·Preparation of Ba0.65Bi0.07Sr0.245TiO3 relaxor ferroelectric ceramics with high energy storage capability by coating powders with ZnO
Ceramics International · 2023
Tianyu Zhang, Rui Huang, Hongye Wang, Hua Hao, Zhonghua Yao, Hanxing Liu, Minghe Cao
Read original paper ↗ ·Achieving high energy storage performance in Na0.5Bi0.5TiO3‒based ceramics via Li+ substitution
Ceramics International · 2023
Guoliang Xue, Zhiguo Wang, Jun Cao
Read original paper ↗ ·Integrating crystal structure and numerical data for predictive models of lithium-ion battery materials: A modified crystal graph convolutional neural networks approach
Journal of Energy Storage · 2023
Shulin Wang, Yujing Ji, Jiangtao Liu, Zhimeng Liu, Xiaowei Zhang, Yujie Guo, Jing Lin, Jinzhang Tao, Jitti Kasemchainan, Yu Sheng Jiang, Hongyi Gao
Read original paper ↗ ·Knowledge Graphs vs Property Predictors: Competing Infrastructures of Materials Intelligence
Journal of Computational and Data-Driven Materials Engineering · 2024
Fatima Zahra Amrani, Youssef Benali
Read original paper ↗ ·Single‐atom materials: The application in energy conversion
Interdisciplinary materials · 2024
Chenxi Zhu, Jiarui Yang, Jiangwei Zhang, Xinqiang Wang, Yong Gao, Dingsheng S. Wang, Hongge Pan
Read original paper ↗ ·Superior energy storage performance of BiFeO 3 –BaTiO 3 –CaHfO 3 lead-free ceramics
Journal of Materials Chemistry A · 2024
Jianwei Zhao, Hongtian Li, Yuxiao Du, Xiaoxin Chen, Hailan Qin, Jinming Wang, Tingnan Yan, Shuhui Yu, Yongming Hu, Dawei Wang
Read original paper ↗ ·Temperature-insensitive electrical performance of the potassium sodium niobate-based ceramics modified by barium zirconate
Journal of Materials Science · 2024
Zhiyuan Dai, Xuefan Zhou, Yan Zhang, Dou Zhang
Read original paper ↗ ·The energy storage application of core-/yolk–shell structures in sodium batteries
Energy Advances · 2024
Anurupa Maiti, Rasmita Biswal, Soumalya Debnath, Anup Bhunia
Read original paper ↗ ·Low‐temperature sintering Sm‐doped PMN–PZ–PT multilayer ceramic actuator with high strain and temperature stability
Journal of the American Ceramic Society · 2024
Qinghu Guo, Pengbin Wang, Xiangyu Meng, Dongxu Li, Zhonghua Yao, Huajun Sun, Hua Hao, Hanxing Liu, Shujun J. Zhang
Read original paper ↗ ·Advances, Synergy, and Perspectives of Machine Learning and Biobased Polymers for Energy, Fuels, and Biochemicals for a Sustainable Future
Energy & Fuels · 2024
Abu Danish Aiman Bin Abu Sofian, Xun Sun, Vijai Kumar Gupta, Aydin Berenjian, Ao Xia, Zengling Ma, Pau Loke Show
Read original paper ↗ ·Piezoelectric Properties and Thermal Stability of Pb(Yb1/2Nb1/2)O3-BiScO3-PbTiO3 Ternary Ceramics
Crystals · 2024
Fan Zhang, Hua Hao, Minghe Cao, Zhonghua Yao, Shuai Fu, Hanxing Liu
Read original paper ↗ ·Effects of structural defects on dielectric properties of Nb-doped SrTiO3-based ceramics
Ceramics International · 2024
Zichen He, Minghe Cao, Zhifu Liu
Read original paper ↗ ·Enhancing core–rim structure control in (K,Na)NbO3-based lead-free piezoceramics via rapid sintering method
Journal of the European Ceramic Society · 2024
Ran Chen, Xinyi Luo, Juanjuan Xing, Faqiang Zhang, Yiqing Lu, Zhifu Liu, Hui Gu
Read original paper ↗ ·Accurate Finite Element Simulations of Dynamic Behaviour: Constitutive Models and Analysis with Deep Learning
Materials · 2024
Yiwei Zhang, Chengcheng Guo, Yahui Huang, Ruizhi Zhang, Jian Zhang, Guoqiang Luo, Qiang Shen
Read original paper ↗ ·Enhanced energy storage density of Bi3.25La0.75Ti3O12 thin films by preferred orientation and interface engineering
Ceramics International · 2024
Wenfeng Yue, Yali Cai, Hongyang Zhao, Quansheng Guo, Dawei Wang, Tingting Jia
Read original paper ↗ ·Significant impact of TiO 2 purity on the phase structure and electrical properties of BiFeO 3 –BaTiO 3 lead‐free piezoelectric ceramics
Journal of the American Ceramic Society · 2024
Xiaoxin Chen, Hailan Qin, Hongtian Li, Yuxiao Du, Shenghao Wang, Peifeng Li, Yongming Hu, Laijun Liu, Jianwei Zhao, Dawei Wang
Read original paper ↗ ·Spatial distribution, occurrence form, availability and ecological risk assessment of arsenic in soils of riparian zones on the Tibetan Plateau
Gondwana Research · 2024
Tao Zhang, Bingqing Zheng, Mingguo Wang, Jin He, Shibin Xia
Read original paper ↗ ·Realizing excellent pyroelectric performance in BNT-BNN-xLa ceramics via an A-site engineering strategy
Ceramics International · 2024
Fangjie Cen, Yangsheng Pan, Mingzhi Fan, Shiyong Qiu, Guanghui Zhang, Guanghui Zhang, Shenglin Jiang, Jing Wang, Kanghua Li, Guangzu Zhang, Guangzu Zhang, Meng Shen
Read original paper ↗ ·Machine learning in the era of smart automation for renewable energy materials
e-Prime - Advances in Electrical Engineering Electronics and Energy · 2024
B. Hemavathi, Vidya G, Vaibhav, Kurupalya Shivram Anantharaju, Ranjith Krishna Pai
Read original paper ↗ ·Bismuth Ferrite-Based Lead-Free High-Entropy Piezoelectric Ceramics
ACS Applied Materials & Interfaces · 2024
Hongtian Li, Jianwei Zhao, Yong Li, Longyu Chen, Xiaoxin Chen, Hailan Qin, Huanfu Zhou, Peifeng Li, Jinming Guo, Dawei Wang
Read original paper ↗ ·Excellent Energy Storage Performance Achieved in Sr(Sc0.5Nb0.5)O3-Doped Bi0.5Na0.5TiO3-Based Lead-Free Relaxor Ferroelectric Ceramics
ACS Applied Energy Materials · 2024
Jinnan Liu, Da Li, Weichen Zhao, Diming Xu, Zhongqi Shi, Wenfeng Liu, Jinzhan Su, Di Zhou, Guohua Chen, Di Zhou
Read original paper ↗ ·Improving the Energy Storage Performance of Barium Titanate-Based Ceramics through the Addition of ZnO-Bi2O3-SiO2 Glass
Crystals · 2024
Peifeng Xiong, Man Xiao, Zhonghua Yao, Hanxing Liu, Hua Hao
Read original paper ↗ ·Fault-tolerant structures against breakdown in heterogeneous ferroelectric PbZr0.52Ti0.48O3 thin films based on adaptive self-repairing effects
Ceramics International · 2024
Jinhua Lao, Dengyan Hu, Jianwen Chen, Xiucai Wang, Wenbo Zhu, Si Liu, Xinmei Yu, Peng Xiao
Read original paper ↗ ·Interpretable machine learning model of effective mass in perovskite oxides with cross-scale features
Journal of Materiomics · 2024
Changjiao Li, Zhengtao Huang, Hua Hao, Zhonghui Shen, Guanghui Zhao, Ben Xu, Hanxing Liu
Read original paper ↗ ·Machine learning assisted prediction of the phonon cutoff frequency of ABO3 perovskite materials
Computational Materials Science · 2024
Gong Chen, Jian Liu, Siqi Dai, Hua Hao, Hanxing Liu
Read original paper ↗ ·