Papers citing Rational Co‐Design of Polymer Dielectrics for Energy Storage
Lightweight polypropylene/BaTiO3 composite foams with tunable dielectric constant
Composites Communications · 2024
Xuezhe Chen, Yunkai Chong, Haibin Luo, Fei Wu, Jiali Chen, Xiaoqin Lan, Bin Shen, Wenge Zheng
Read original paper ↗ ·The realization of high permittivity and low loss via building various spatial structure composites with positive and negative permittivity layers
Journal of Materials Research and Technology · 2024
Xiaoting Song, Guohua Fan, Zidong Zhang, Jun Wang, Yao Liu, Runhua Fan
Read original paper ↗ ·Explainable Prediction of Hydrophilic/Hydrophobic Property of Polymer Brush Surfaces by Chemical Modeling and Machine Learning
The Journal of Physical Chemistry B · 2024
Shiwei Su, Tsukuru Masuda, Madoka Takai
Read original paper ↗ ·Advanced Computational Methods for Modeling, Prediction and Optimization—A Review
Materials · 2024
Jarosław Krzywański, Marcin Sosnowski, Karolina Grabowska, Anna Żyłka, Lukasz Lasek, Agnieszka Kijo–Kleczkowska
Read original paper ↗ ·Design of Co‐Cured Multi‐Component Thermosets with Enhanced Heat Resistance, Toughness, and Processability via a Machine Learning Approach
Macromolecular Rapid Communications · 2024
Shuang Song, Xinyao Xu, Haoxiang Lan, Liang Gao, Jiaping Lin, Lei Du, Yuyuan Wang
Read original paper ↗ ·AI-assisted discovery of high-temperature dielectrics for energy storage
Nature Communications · 2024
Rishi Gurnani, Stuti Shukla, Deepak Kamal, Chao Wu, Jing Hao, Christopher Kuenneth, Pritish Aklujkar, Ashish R. Khomane, Robert Daniels, Ajinkya A. Deshmukh, Yang Cao, Gregory Allen Sotzing, Rampi Ramprasad
Read original paper ↗ ·Flexible High‐Temperature Polymer Dielectrics Induced by Ultraviolet Radiation for High Efficient Energy Storage
Advanced Functional Materials · 2024
Jia‐Yao Pei, Jing Zhu, Li‐Juan Yin, Yu Hua Zhao, Minhao Yang, Shao‐Long Zhong, Qi‐Kun Feng, Zhi‐Min Dang
Read original paper ↗ ·Machine-Learning-Assisted Material Discovery of Pyridine-Based Polymers for Efficient Removal of ReO4–
Environmental Science & Technology · 2024
Ling Yuan, Haolin Guo, Qinyang Li, Han Zhang, Mujian Xu, Weiming Zhang, Yanyang Zhang, Ming Hua, Lu Lv, Bingcai Pan
Read original paper ↗ ·Design of functional and sustainable polymers assisted by artificial intelligence
Nature Reviews Materials · 2024
Tran Doan Huan, Rishi Gurnani, Chiho Kim, Ghanshyam Pilania, Ha-Kyung Kwon, Ryan P. Lively, Rampi Ramprasad
Read original paper ↗ ·One-step fabrication of high energy storage polymer films with a wide bandgap and high melting temperature induced by the fluorine effect for high temperature capacitor applications with ultra-high efficiency
Materials Horizons · 2024
Jie Xiong, Guanxiang Zhang, Shaobo Tan, Honghong Gong, Yunchuan Xie, Xiao Zhang, Zhicheng Zhang
Read original paper ↗ ·High-temperature high-k polyolefin by rational molecular design
Proceedings of the National Academy of Sciences · 2024
Jing Hao, Irene Mutegi, Madhubanti Mukherjee, Harikrishna Sahu, Ashish R. Khomane, Omer A. Yassin, Rampi Ramprasad, Gregory Allen Sotzing, Yang Cao
Read original paper ↗ ·Designing Multicomponent Thermosetting Resins through Machine Learning and High-Throughput Screening
Macromolecules · 2025
Wenlin Zhao, Xinyao Xu, Haoxiang Lan, Liquan Wang, Jiaping Lin, Lei Du, Chongyin Zhang, Xiaohui Tian
Read original paper ↗ ·Effect of energy density in materials synthesis at nanoscopic scale: A proposed study
AIP conference proceedings · 2025
Iman A. Mohammed Ali
Read original paper ↗ ·Polymer composites informatics for flammability, thermal, mechanical and electrical property predictions
Polymer Chemistry · 2025
Tran Doan Huan, Chiho Kim, Rishi Gurnani, Oliver Hvidsten, Justin DeSimpliciis, Rampi Ramprasad, Karim Gadelrab, Charles Tuffile, Nicola Molinari, Daniil A. Kitchaev, Mordechai Kornbluth
Read original paper ↗ ·Polymer Informatics
Springer handbooks · 2025
Tsuyoshi Koga, Atsushi Kawase
Read original paper ↗ ·Polymer Property Prediction Using Machine Learning
Challenges and advances in computational chemistry and physics · 2025
Vijith Parambil, Ujjwal Tripathi, Hritik Goyal, Rohit Batra
Read original paper ↗ ·Self-assembly of anisotropic nano-sheets to impede charge injection into polymer dielectrics
Journal of Materials Chemistry A · 2025
Zhou Ying, Anna Marie LaChance, Qian Wang, Yanfeng Gao, Jierui Zhou, Bangdou Huang, Kuangyu Shen, Zaili Hou, Ting Lei, Ningzhen Wang, Zhou Zuo, Shan Liu, Leonard A. Dissado, Tao Shao, Xidong Liang, Yang Cao, Luyi Sun, Chao Wu
Read original paper ↗ ·Rationally designed high-temperature polymer dielectrics for capacitive energy storage: An experimental and computational alliance
Progress in Polymer Science · 2025
Pritish Aklujkar, Rishi Gurnani, Pragati Rout, Ashish R. Khomane, Irene Mutegi, Mohak Desai, Amy Pollock, John M. Toribio, Jing Hao, Yang Cao, Rampi Ramprasad, Gregory Allen Sotzing
Read original paper ↗ ·Stereoisomerism of Vicinal Polydichloronorbornene for Ultra‐High‐Temperature Capacitive Energy Storage
Advanced Materials · 2025
Jing Hao, Stuti Shukla, Rishi Gurnani, Madhubanti Mukherjee, Harikrishna Sahu, Ashish R. Khomane, Pritish Aklujkar, Mohak Desai, Chao Wu, Rampi Ramprasad, Gregory Allen Sotzing, Yang Cao
Read original paper ↗ ·Polyimide Modified with Different Types and Contents of Polar/Nonpolar Groups: Synthesis, Structure, and Dielectric Properties
Polymers · 2025
Ting Li, Jie Liu, Shuhui Yu, Xiaojun Zhang, Zhiqiang Chen
Read original paper ↗ ·Novel production of basalt nanosheets with ultrahigh aspect ratios and their assembly with nylon membranes for high-performance electrical insulating composite membranes
Journal of Colloid and Interface Science · 2025
Dexian Ji, Shunxi Song, Xin Tong, Hao Sun, Cong Ma, Baolong Yuan, Yonghao Ni, Meiyun Zhang
Read original paper ↗ ·Integration of response surface methodology ( RSM ), machine learning ( ML ), and artificial intelligence ( AI ) for enhancing properties of polymeric nanocomposites‐A review
Polymer Composites · 2025
Yasir Raza, Hassan Raza, Arslan Ahmed, Moinuddin Mohammed Quazi, Muhammad Jamshaid, Muhammad Tuoqeer Anwar, Muhammad Nasir Bashir, Talha Younas, Ali Turab Jafry, Manzoore Elahi M. Soudagar
Read original paper ↗ ·159Chapter 7 Predicting polymer properties: machine learning insights from Polymer GenomePolymer Genome
De Gruyter eBooks · 2025
Ruby Srivastava
Read original paper ↗ ·TiO2-loaded halloysite nanocomposites: achieving the UV resistance and dielectric stability of polyurea
Polymer Degradation and Stability · 2025
Le Li, Yifan Liu, Yifan Liu, Haishun Zhang, Huajie Shen, Xiaoxuan Yin, Haoyi Li, Honggang Peng, Songsong Zhou, Yunpeng Liu, Yunpeng Liu
Read original paper ↗ ·Semi‐Alicyclic Dipolar Glass Dielectric Polymer Capacitors for Superior High‐Temperature Capacitive Energy Storage
Advanced Materials · 2025
Weibin Ren, Hui Tong, Shimo Cao, Shuo Zhao, Minzheng Yang, Xin Li, Jiayu Pan, Nannan Sun, Yao Xiao, Erxiang Xu, Ce‐Wen Nan, Yang Shen
Read original paper ↗ ·Predictive Approaches for 3D ‐Printing: Methods and Approaches for Polymeric Materials
Wiley Interdisciplinary Reviews Computational Molecular Science · 2025
Isabel Cooley, W.J. Wang, Vladimir A. Kozyrev, Ricky D. Wildman, Blair F. Johnston, Anna K. Croft
Read original paper ↗ ·Adding machine learning to the polymer reaction engineering toolbox
Progress in Polymer Science · 2025
Kiarash Farajzadehahary, Shaghayegh Hamzehlou, Nicholas Ballard
Read original paper ↗ ·Synergistic enhancement of high-temperature dielectric energy storage in polyisopren-imide based polymers via fluorination and dual physical-chemical crosslinking
Journal of Energy Storage · 2025
Changhai Zhang, Zhiqi Zhou, Xue Zhang, Tong Xu, Chao Wang, Tiandong Zhang, Wenju Wu, Qingguo Chi
Read original paper ↗ ·Enhanced energy density of composite dielectrics at high temperatures by incorporating hydrogen-bonded organic frameworks
Journal of Energy Storage · 2025
Jinhong Chen, Xiaona Li, Zhongna Yan, Hang Luo, Dou Zhang
Read original paper ↗ ·Synergistic Linkage and Endcap Integration in Polyetherimides for High‐Performance Capacitive Energy Storage
Advanced Functional Materials · 2025
Jing Hao, Ashish R. Khomane, Tejas S. Bhosale, Ning Guo, Pritish Aklujkar, John M. Toribio, Steven L. Suib, Gregory Allen Sotzing, Yang Cao
Read original paper ↗ ·Beyond batteries: Architecting materials through surface chemistry and engineering for revolutionizing hydrogen storage
Journal of Energy Storage · 2025
Haruna Adamu, Usman Bello, Usman Ibrahim Tafida, Khuzaifa Yahuza Muhammad, Kolo Alhaji Modu, Nurul Aini Amran, Umair Alam, Mohammad Qamar
Read original paper ↗ ·Influence of Soft Segment Length on the Dielectric Polarization Behavior of Ketal-containing Polyurethane Elastomer
Chinese Journal of Polymer Science · 2025
Xue Mei, Wan Lu, Jian-Rong Dong, Ke-Heng Pan, Jun-Jie Tan, Hongye Yan, Jun Yan Wu, Yu Zhou, Hong-Xiang Chen
Read original paper ↗ ·Dielectric constant of polymers
Elsevier eBooks · 2026
Mohammad Hossein Keshavarz
Read original paper ↗ ·From “passive compounding” to “active design”— precise design of polymer composite dielectrics for high-temperature applications
Journal of Materials Chemistry A · 2026
Jinhong Chen, X Y Li, Dou Zhang, Hang Luo
Read original paper ↗ ·Optimizing high-temperature energy storage capability by regulating interchain spacing with a tailored pendant group in self-crosslinkable polyetherimides
Journal of Materials Chemistry A · 2026
Huilei Jiang, Lixin Xu, Huijian Ye
Read original paper ↗ ·Large Segment Bandgap, Steric Hindrance Structure and Organic Semiconductor Filler Collaborative Designs for Superior High‐Temperature Energy Storage of Aromatic Polymers
Advanced Functional Materials · 2026
Z. Z. Li, Xuefei Bi, He Gao, Qianyi Fan, Yikun Dong, Ruyi Li, Yu Feng, Ji Liu
Read original paper ↗ ·Synergetic enhancement of bandgap, polarization, and glass transition in polyimide copolymers for high-temperature energy storage
Chemical Engineering Journal · 2026
Shuxuan Li, Xi Chen, Bo Liu, Xin Zhen, Aidi Zhang, Bei Li, Xi Zhang
Read original paper ↗ ·From High-Throughput Screening to Generative Design: Artificial Intelligence-Driven Dielectric Materials Discovery
ACS Applied Materials & Interfaces · 2026
Jiayi Tang, Liang Cao, Guanghui Xu, Ming Li
Read original paper ↗ ·Polymer dielectric materials for high-temperature capacitive energy storage
Materials Today · 2026
Wenjie Huang, Baoquan Wan, Jun‐Wei Zha
Read original paper ↗ ·