Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics

K Hippalgaonkar, Q Li, X Wang, JW Fisher III… - Nature Reviews …, 2023 - nature.com
As materials researchers increasingly embrace machine-learning (ML) methods, it is natural
to wonder what lessons can be learned from other fields undergoing similar developments …

High-performance metal halide perovskite transistors

A Liu, H Zhu, S Bai, Y Reo, M Caironi, A Petrozza… - Nature …, 2023 - nature.com
Advances in metal halide perovskite semiconductors for optoelectronic devices have revived
research interest in their applicability in transistors. Despite initial challenges affecting …

Ligand chemistry of inorganic lead halide perovskite nanocrystals

N Fiuza-Maneiro, K Sun, I Lopez-Fernandez… - ACS energy …, 2023 - ACS Publications
Lead halide perovskite nanocrystals (LHP NCs) have emerged as next-generation
semiconductor materials with outstanding optical and optoelectronic properties. Because of …

High-performance inorganic metal halide perovskite transistors

A Liu, H Zhu, S Bai, Y Reo, T Zou, MG Kim, YY Noh - Nature Electronics, 2022 - nature.com
The p-type characteristic of solution-processed metal halide perovskite transistors means
that they could be used in combination with their n-type counterparts, such as indium …

Photovoltaic Performance Investigation of Cs3Bi2I9-Based Perovskite Solar Cells with Various Charge Transport Channels Using DFT and SCAPS-1D Frameworks

MK Hossain, GF Ishraque Toki, DP Samajdar… - Energy & …, 2023 - ACS Publications
Cs3Bi2I9 as a solar absorber material is a strong contender for lead-free perovskite solar
cells (PSCs). The presence of bismuth (Bi) in Cs3Bi2I9 leads to the origin of interesting …

Defect passivation in lead‐halide perovskite nanocrystals and thin films: toward efficient LEDs and solar cells

J Ye, MM Byranvand, CO Martínez… - Angewandte …, 2021 - Wiley Online Library
Abstract Lead‐halide perovskites (LHPs), in the form of both colloidal nanocrystals (NCs)
and thin films, have emerged over the past decade as leading candidates for next …

All-perovskite tandem solar cells: from fundamentals to technological progress

J Lim, NG Park, SI Seok, M Saliba - Energy & Environmental Science, 2024 - pubs.rsc.org
Organic–inorganic perovskite materials have gradually progressed from single-junction
solar cells to tandem (double) or even multi-junction (triple-junction) solar cells as all …

Towards commercialization: the operational stability of perovskite solar cells

N Li, X Niu, Q Chen, H Zhou - Chemical Society Reviews, 2020 - pubs.rsc.org
Recently, perovskite solar cells (PSCs) have attracted much attention owing to their high
power conversion efficiency (25.2%) and low fabrication cost. However, the short lifetime …

Focus on perovskite emitters in blue light-emitting diodes

X Yang, L Ma, M Yu, HH Chen, Y Ji, A Hu… - Light: Science & …, 2023 - nature.com
Blue perovskite light-emitting diodes (PeLEDs) are essential in pixels of perovskite displays,
while their progress lags far behind their red and green counterparts. Here, we focus on …

Halide perovskites and their derivatives for efficient, high‐resolution direct radiation detection: design strategies and applications

KR Dudipala, TH Le, W Nie, RLZ Hoye - Advanced Materials, 2024 - Wiley Online Library
The past decade has witnessed a rapid rise in the performance of optoelectronic devices
based on lead‐halide perovskites (LHPs). The large mobility‐lifetime products and defect …