Designing polymer nanocomposites with high energy density using machine learning

Ultrahigh Energy Efficiency and Large Discharge Energy Density in Flexible Dielectric Nanocomposites with Pb0.97La0.02(Zr0.5SnxTi0.5–x)O3 Antiferroelectric Nanofillers

(2020) Kailun Zou et al.   ACS Applied Materials & Interfaces

A Critical Review of Machine Learning of Energy Materials

(2020) Chi Chen et al.   Advanced Energy Materials

A highly scalable dielectric metamaterial with superior capacitor performance over a broad temperature

(2020) Tian Zhang et al.   Science Advances

Layered nanocomposites by shear-flow-induced alignment of nanosheets

(2020) Chuangqi Zhao et al.   NATURE

Ultrahigh capacitive energy density in ion-bombarded relaxor ferroelectric films

(2020) Jieun Kim et al.   SCIENCE

Enabling High‐Energy‐Density High‐Efficiency Ferroelectric Polymer Nanocomposites with Rationally Designed Nanofillers

(2020) He Li et al.   ADVANCED FUNCTIONAL MATERIALS

Understanding, Predicting, and Designing Ferroelectric Domain Structures and Switching Guided by the Phase-Field Method

(2019) Jian-Jun Wang et al.   Annual Review of Materials Research

Scalable Polymer Nanocomposites with Record High‐Temperature Capacitive Performance Enabled by Rationally Designed Nanostructured Inorganic Fillers

(2019) He Li et al.   ADVANCED MATERIALS

Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics

(2019) Zhong-Hui Shen et al.   Nature Communications

High-Energy-Density Ferroelectric Polymer Nanocomposites for Capacitive Energy Storage: Enhanced Breakdown Strength and Improved Discharge Efficiency

(2019) Mengfan Guo et al.   Materials Today

Ultrahigh–energy density lead-free dielectric films via polymorphic nanodomain design

(2019) Hao Pan et al.   SCIENCE

Ultrahigh Breakdown Strength and Improved Energy Density of Polymer Nanocomposites with Gradient Distribution of Ceramic Nanoparticles

(2019) Yanda Jiang et al.   ADVANCED FUNCTIONAL MATERIALS

Polymer Nanocomposites with Ultrahigh Energy Density and High Discharge Efficiency by Modulating their Nanostructures in Three Dimensions

(2018) Xin Zhang et al.   ADVANCED MATERIALS

High-Temperature Dielectric Materials for Electrical Energy Storage

(2018) Qi Li et al.   Annual Review of Materials Research

Dielectric polymers with novel chemistry, compositions and architectures

(2018) Yali Qiao et al.   PROGRESS IN POLYMER SCIENCE

Ferroelectric polymers exhibiting behaviour reminiscent of a morphotropic phase boundary

(2018) Yang Liu et al.   NATURE

NaNbO 3 two-dimensional platelets induced highly energy storage density in trilayered architecture composites

(2017) Zhongbin Pan et al.   Nano Energy

Nanocomposite Capacitors with Significantly Enhanced Energy Density and Breakdown Strength Utilizing a Small Loading of Monolayer Titania

(2017) Rongmei Wen et al.   Advanced Materials Interfaces

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

Mussel-inspired Fluoro-Polydopamine Functionalization of Titanium Dioxide Nanowires for Polymer Nanocomposites with Significantly Enhanced Energy Storage Capability

(2017) Guanyao Wang et al.   Scientific Reports

Recent Progress on Ferroelectric Polymer-Based Nanocomposites for High Energy Density Capacitors: Synthesis, Dielectric Properties, and Future Aspects

(2016) Prateek et al.   CHEMICAL REVIEWS

MoS2 Nanosheet Superstructures Based Polymer Composites for High-Dielectric and Electrical Energy Storage Applications

(2016) Qingchao Jia et al.   Journal of Physical Chemistry C

Significantly Enhanced Breakdown Strength and Energy Density in Sandwich-Structured Barium Titanate/Poly(vinylidene fluoride) Nanocomposites

(2015) Yifei Wang et al.   ADVANCED MATERIALS

Solution-processed ferroelectric terpolymer nanocomposites with high breakdown strength and energy density utilizing boron nitride nanosheets

(2015) Qi Li et al.   Energy & Environmental Science

Flexible high-temperature dielectric materials from polymer nanocomposites

(2015) Qi Li et al.   NATURE

Recent development in 2D materials beyond graphene

(2015) Ankur Gupta et al.   PROGRESS IN MATERIALS SCIENCE

Topological-Structure Modulated Polymer Nanocomposites Exhibiting Highly Enhanced Dielectric Strength and Energy Density

(2014) Penghao Hu et al.   ADVANCED FUNCTIONAL MATERIALS

Phase transitions and domain structures of ferroelectric nanoparticles: Phase field model incorporating strong elastic and dielectric inhomogeneity

(2013) J.J. Wang et al.   ACTA MATERIALIA

A comparison of numerical methods for charge transport simulation in insulating materials

(2013) Daomin Min et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

Ultra High Energy Density Nanocomposite Capacitors with Fast Discharge Using Ba0.2Sr0.8TiO3 Nanowires

(2013) Haixiong Tang et al.   NANO LETTERS

Ferroelectric polymer networks with high energy density and improved discharged efficiency for dielectric energy storage

(2013) Paisan Khanchaitit et al.   Nature Communications

Enhanced Energy Storage in Nanocomposite Capacitors through Aligned PZT Nanowires by Uniaxial Strain Assembly

(2012) Haixiong Tang et al.   Advanced Energy Materials

Synthesis of High Aspect Ratio BaTiO3Nanowires for High Energy Density Nanocomposite Capacitors

(2012) Haixiong Tang et al.   Advanced Energy Materials

Two-Dimensional Dielectric Nanosheets: Novel Nanoelectronics From Nanocrystal Building Blocks

(2011) Minoru Osada et al.   ADVANCED MATERIALS

Nanosheets of Oxides and Hydroxides: Ultimate 2D Charge-Bearing Functional Crystallites

(2010) Renzhi Ma et al.   ADVANCED MATERIALS

High Energy Density Nanocomposites Based on Surface-Modified BaTiO3 and a Ferroelectric Polymer

(2009) Philseok Kim et al.   ACS Nano

Phase-field models in materials science

(2009) Ingo Steinbach   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING