Design of functional and sustainable polymers assisted by artificial intelligence

H Tran, R Gurnani, C Kim, G Pilania, HK Kwon… - Nature Reviews …, 2024‏ - nature.com
Artificial intelligence (AI)-based methods continue to make inroads into accelerated
materials design and development. Here, we review AI-enabled advances made in the …

Recent progress in polymer dielectric energy storage: from film fabrication and modification to capacitor performance and application

T Zhang, H Sun, C Yin, YH Jung, S Min, Y Zhang… - Progress in Materials …, 2023‏ - Elsevier
Polymer-based film capacitors have attracted increasing attention due to the rapid
development of new energy vehicles, high-voltage transmission, electromagnetic catapults …

Ladderphane copolymers for high-temperature capacitive energy storage

J Chen, Y Zhou, X Huang, C Yu, D Han, A Wang, Y Zhu… - Nature, 2023‏ - nature.com
For capacitive energy storage at elevated temperatures,,–, dielectric polymers are required
to integrate low electrical conduction with high thermal conductivity. The coexistence of …

Designing tailored combinations of structural units in polymer dielectrics for high-temperature capacitive energy storage

R Wang, Y Zhu, J Fu, M Yang, Z Ran, J Li, M Li… - Nature …, 2023‏ - nature.com
Many mainstream dielectric energy storage technologies in the emergent applications, such
as renewable energy, electrified transportations and advanced propulsion systems, are …

Scalable Polyimide‐Organosilicate Hybrid Films for High‐Temperature Capacitive Energy Storage

J Dong, L Li, P Qiu, Y Pan, Y Niu, L Sun… - Advanced …, 2023‏ - Wiley Online Library
High‐temperature polymer dielectrics have broad application prospects in next‐generation
microelectronics and electrical power systems. However, the capacitive energy densities of …

Polymer dielectrics for high-temperature energy storage: constructing carrier traps

JW Zha, M **ao, B Wan, X Wang, ZM Dang… - Progress in Materials …, 2023‏ - Elsevier
Film capacitors are essential components used for electrical energy storage in advanced
high-power electrical and electronic systems. The high temperature environments place …

High-performing polysulfate dielectrics for electrostatic energy storage under harsh conditions

H Li, BS Chang, H Kim, Z **e, A Lainé, L Ma, T Xu… - Joule, 2023‏ - cell.com
High-capacity polymer dielectrics that operate with high efficiencies under harsh
electrification conditions are essential components for advanced electronics and power …

Molecular Trap Engineering Enables Superior High‐Temperature Capacitive Energy Storage Performance in All‐Organic Composite at 200° C

Y Zhou, Y Zhu, W Xu, Q Wang - Advanced Energy Materials, 2023‏ - Wiley Online Library
Dielectric capacitors are essential components of advanced high‐power electrical and
electronic systems for electrical energy storage. The drastic reductions in the energy density …

Unifying and suppressing conduction losses of polymer dielectrics for superior high‐temperature capacitive energy storage

M Yang, Z Wang, Y Zhao, Z Liu, H Pang… - Advanced …, 2024‏ - Wiley Online Library
Superior high‐temperature capacitive performance of polymer dielectrics is critical for the
modern film capacitor demanded in the harsh‐environment electronic and electrical …

Advances in polymer dielectrics with high energy storage performance by designing electric charge trap structures

Z Meng, T Zhang, C Zhang, Y Shang, Q Lei… - Advanced …, 2024‏ - Wiley Online Library
Dielectric capacitors have been developed for nearly a century, and all‐polymer film
capacitors are currently the most popular. Much effort has been devoted to studying polymer …