Cover Image

Transfer learning discovery of molecular modulators for perovskite solar cells

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yan, Haoming, Chen, Xinyu, Wang, Yanran, Luo, Zhengchao, Huang, Weizheng, Wang, Hongshuai, Chen, Peng, Zhang, Yuzhi, Sun, Weijie, Wang, Jinzhuo, Gong, Qihuang, Zhu, Rui, Zhao, Lichen
Format:	Preprint
Published:	2025
Subjects:	Materials Science Machine Learning Applied Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Origin of the voltage gap and recombination losses in all-perovskite tandem solar cells
by: Yuce-Cakir, Hurriyet, et al.
Published: (2025)

Review on physical impedance models in perovskite solar cells
by: Goyal, Rajat Kumar, et al.
Published: (2024)

Super-droplet-repellent carbon-based printable perovskite solar cells
by: Mai, Cuc Thi Kim, et al.
Published: (2024)

How nanotextured interfaces influence the electronics in perovskite solar cells
by: Abdel, Dilara, et al.
Published: (2025)

Evolution of performance parameters of perovskite solar cells with current-voltage scan frequency
by: Balaguera, Enrique H., et al.
Published: (2024)

Strong-coupling and high-bandwidth cavity electro-optic modulation for advanced pulse-comb synthesis
by: Lei, Tianqi, et al.
Published: (2025)

Analysis of two-terminal perovskite/silicon tandem solar cells with differing texture structure, perovskite carrier lifetime and tunneling junction quality
by: Hsieh, Chun-Hao, et al.
Published: (2023)

Chirality transfer from chiral perovskite to molecular dopants via charge transfer states
by: Chen, Guan-Lin, et al.
Published: (2025)

More than just light management -- The multiple advantages of nano- and micro-textures in perovskite solar cells
by: Martínez-Denegri, Guillermo, et al.
Published: (2026)

An eco-friendly passivation strategy of resveratrol for highly efficient and antioxidative perovskite solar cells
by: Wu, Xianhu, et al.
Published: (2024)

NiOx passivation in perovskite solar cells: from surface reactivity to device performance
by: Mohanraj, John, et al.
Published: (2024)

Tailoring wetting properties of organic hole-transport interlayers for slot-die coated perovskite solar modules
by: Le, T. S., et al.
Published: (2024)

Fully printed flexible perovskite solar modules with improved energy alignment by tin oxide surface modification
by: Dong, Lirong, et al.
Published: (2024)

A universal framework for nonlinear frequency combs under electro-optic modulation
by: Xue, Yanyun, et al.
Published: (2025)

Revealing the doping density in perovskite solar cells and its impact on device performance
by: Peña-Camargo, Francisco, et al.
Published: (2022)

An eco-friendly universal strategy via ribavirin to achieve highly efficient and stable perovskite solar cells
by: Wu, Xianhu, et al.
Published: (2025)

Breaking 1.7V open circuit voltage in large area transparent perovskite solar cells using bulk and interfaces passivation
by: Matteocci, Fabio, et al.
Published: (2024)

Enhancing the efficiency and stability of carbon‐based perovskite solar cells via 5‐AVAI interface modification
by: Wenying Jiang, et al.
Published: (2025)

Defect Regulation by Palladium Incorporation towards Grain Boundaries of Kesterite solar cells
by: Wang, Jinlin, et al.
Published: (2023)

Enhanced thermal stability of inverted perovskite solar cells by bulky passivation with pyridine-functionalized triphenylamine
by: Ilicheva, Ekaterina A., et al.
Published: (2025)

A green solvent system for precursor phase-engineered sequential deposition of stable formamidinium lead triiodide for perovskite solar cells
by: Gallant, Benjamin M., et al.
Published: (2024)

First-principles many-body study for electronic, optical, and excitonic properties of RbTlCl3 perovskite for solar cells
by: Siddharth, et al.
Published: (2025)

Impact of interface defects on the band alignment and performance of TiO$_2$/MAPI/Cu$_2$O perovskite solar cells
by: Filipoiu, Nicolae, et al.
Published: (2024)

Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing
by: Shetty, Pranav, et al.
Published: (2024)

Forster energy transfer boosts indirect anisotropic interlayer excitons in 2L-MoSe2/perovskite heterostructures
by: Chen, Yingying, et al.
Published: (2026)

Thermomechanical model of solar cells
by: Markvart, Tom
Published: (2025)

Carboxymethyl cellulose as a new soil conditioner improves water retention capacity of saline soils and increases crop yields
by: Zefei Wang, et al.
Published: (2025)

Heterojunction interface regulation to realize high-performance flexible Kesterite solar cells
by: Xu, Xiao, et al.
Published: (2023)

Machine Learning Assisted Long-Range Wireless Power Transfer
by: Wang, Likai, et al.
Published: (2025)

Electron transporting bilayers for perovskite solar cells: spray coating deposition of c-TiO2/m-SnO2-quantum dots
by: Mirea, Anca G., et al.
Published: (2024)

Multi-interface engineering to realize all-solution processed highly efficient Kesterite solar cells
by: Lou, Licheng, et al.
Published: (2024)

Learning Rates of Multioutput Regression With Kernel Methods and ℓp‐Regularization
by: Haoming Sun
Published: (2025)

Vacancy enhanced cation ordering enables >15% efficiency in Kesterite solar cells
by: Wang, Jinlin, et al.
Published: (2024)

Doping-free Janus homojunction solar cell with efficiency exceeding 23%
by: Li, Lei, et al.
Published: (2024)

Machine learning for ultra high throughput screening of organic solar cells: Solving the needle in the hay stack problem
by: Hußner, Markus, et al.
Published: (2023)

Data-driven discovery of thermal illusions through latent-space geometry
by: Luo, Liyou, et al.
Published: (2025)

Controllable growth of centimeter-size 2D perovskite heterostructural single crystals for highly narrow dual-band photodetectors
by: Wang, Jun, et al.
Published: (2018)

Hot carrier solar cells by adiabatic cooling
by: Markvart, Tom
Published: (2024)

Advances in multijunction solar cells: an overview
by: Raisa, Anika Tabassum, et al.
Published: (2024)

Understanding the fill-factor limit of organic solar cells
by: Zhang, Huotian, et al.
Published: (2025)