Papers citing Accelerating organic solar cell material's discovery: high-throughput screening and big data
Nature-inspired and computer-aided approaches to enable improved photovoltaic materials, more efficient processing, and novel devices
Elsevier eBooks · 2024-01-01
Aloysius F. Hepp, Ryne P. Raffaelle
Read original paper ↗ ·Machine learning advancements in organic synthesis: A focused exploration of artificial intelligence applications in chemistry
Artificial Intelligence Chemistry · 2024-01-18
Rizvi Syed Aal E Ali, Jiaolong Meng, Muhammad Ehtisham Ibraheem Khan, Xuefeng Jiang
Read original paper ↗ ·Boosting the Performances of Semitransparent Organic Photovoltaics via Synergetic Near‐Infrared Light Management
Advanced Materials · 2024-01-25
Tao Xu, Baozhong Deng, Kaiwen Zheng, Hongyu Li, Zihan Wang, Yunbo Zhong, Chengxi Zhang, Gaëtan Lévêque, Bruno Grandidier, Renaud Bachelot, Mona Tréguer‐Delapierre, Yabing Qi, Shenghao Wang
Read original paper ↗ ·Machine learning in the era of smart automation for renewable energy materials
e-Prime - Advances in Electrical Engineering Electronics and Energy · 2024-02-06
B. Hemavathi, Vidya G, Vaibhav, Kurupalya Shivram Anantharaju, Ranjith Krishna Pai
Read original paper ↗ ·Materials genome engineering accelerates the research and development of organic and perovskite photovoltaics
Materials Genome Engineering Advances · 2024-03-01
Ying Shang, Ziyu Xiong, Kang An, Jens Hauch, Christoph Josef Brabec, Ning Li
Read original paper ↗ ·Advances in theoretical calculations of organic thermoelectric materials
Chinese Chemical Letters · 2024-03-08
Shaohua Zhang, Liyao Liu, Yingqiao Ma, Chong‐an Di
Read original paper ↗ ·Machine Learning Study on the Virtual Screening of Donor–Acceptor Pairs for Organic Solar Cells
physica status solidi (a) · 2024-03-11
Ming Li, Cai‐Rong Zhang, Meiling Zhang, Ji-Jun Gong, Xiao‐Meng Liu, Yuhong Chen, Zi‐Jiang Liu, Youzhi Wu, Hongshan Chen
Read original paper ↗ ·An integrated high-throughput robotic platform and active learning approach for accelerated discovery of optimal electrolyte formulations
Nature Communications · 2024-03-29
Juran Noh, Hieu Anh Doan, Heather Job, Lily A. Robertson, Lu Zhang, Rajeev S. Assary, Karl Todd Mueller, Vijayakumar Murugesan, Yangang Liang
Read original paper ↗ ·Roadmap on data-centric materials science
Modelling and Simulation in Materials Science and Engineering · 2024-05-17
Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blüm, Mario Boley, Christian Carbogno, C. Richard A. Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M. Ghiringhelli, Sajal Kumar Giri, Anton Gladyshev, Pawan Goyal, Jason R. Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad Sarkari Khorrami, Christoph T. Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H. Liebscher, Andrew James Logsdail, Zhongwei Lu, Phuc Luong, Andreas Marek A, Florian Merz, Jaber Rezaei Mianroodi, Jörg Neugebauer, Zongrui Pei, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan Michael Rost, James E. Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel Francis Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, Rui Patrick Xian, Yiyu Y. Yao, Junqi Yin, Meng Zhao, Matthias Scheffler
Read original paper ↗ ·High‐Throughput Screening of Low‐Bandgap Organic Semiconductors for Photovoltaic Applications: In the Search of Correlations
Solar RRL · 2024-06-05
Alfonsina Abat Amelenan Torimtubun, Matías J. Alonso‐Navarro, Arianna Quesada-Ramírez, Xabier Rodríguez‐Martínez, Jose Luis Segura, Alejandro Rodolfo Goñi, Mariano Campoy‐Quiles
Read original paper ↗ ·Machine learning-enabled discovery of multi-resonance TADF molecules: Unraveling PLQY predictions from molecular structures
Chemical Engineering Journal · 2024-06-14
Haochen Shi, Yiming Shi, Zhiqin Liang, Suling Zhao, Bo Qiao, Zheng Xu, Lijuan Wang, Dandan Song
Read original paper ↗ ·Molecular Design and High‐Throughput Virtual Screening of Electron Donor and Non‐fullerene Acceptors for Organic Solar Cells
Solar RRL · 2024-07-01
Rui Cao, Cai‐Rong Zhang, Ming Li, Xiao‐Meng Liu, Meiling Zhang, Ji-Jun Gong, Yuhong Chen, Zi‐Jiang Liu, Youzhi Wu, Hongshan Chen
Read original paper ↗ ·Crystal Structure Prediction and Performance Assessment of Hydrogen Storage Materials: Insights from Computational Materials Science
Energies · 2024-07-22
Xi Yang, Yuting Li, Yitao Liu, Qian Li, Tingna Yang, Hongxing Jia
Read original paper ↗ ·Design and Synthesis of Red-Absorbing Fluoran Leuco Dyes Supported by Computational Screening
ACS Omega · 2024-08-02
Vitor Angelo Fonseca Deichmann, Dennis Chercka, David Danner, Silvia Rosselli, Gabriele Nelles, Anthony Roberts, Vadim Rodin
Read original paper ↗ ·Harnessing Compositional Gradients to Elucidate Phase Behaviors toward High Performance Polymer Semiconductor Blends
ACS Applied Electronic Materials · 2024-08-13
Rahul Venkatesh, Aaron L. Liu, Yulong Zheng, Haoqun Zhao, Martha A. Grover, J. Carson Meredith, Elsa Reichmanis
Read original paper ↗ ·Predicting PbS Colloidal Quantum Dot Solar Cell Parameters Using Neural Networks Trained on Experimental Data
Advanced Intelligent Systems · 2024-09-09
Hoon Jeong Lee, Arlene Chiu, Yida Lin, Sreyas M. Chintapalli, Serene Kamal, Eric Ji, Susanna M. Thon
Read original paper ↗ ·Predictive Modeling and Design of Organic Solar Cells: A Data-Driven Approach for Material Innovation
ACS Applied Energy Materials · 2024-10-07
Bibhas Das, Anirban Mondal
Read original paper ↗ ·Physics-Informed Machine Learning with Data-Driven Equations for Predicting Organic Solar Cell Performance
ACS Applied Materials & Interfaces · 2024-10-10
Rudranarayan Khatua, Bibhas Das, Anirban Mondal
Read original paper ↗ ·An overview of solar cell simulation tools
Solar Energy Advances · 2024-11-10
Abu Kowsar, Sumon Chandra Debnath, Md. Shafayet-Ul-Islam, Mohammad Jobayer Hossain, Mainul Hossain, AFM Kamal Chowdhury, Galib Hashmi, Syed Farid Uddin Farhad
Read original paper ↗ ·Rapid Prototyping for Accelerated Establishment of Film Processing‐Performance Relationships in Silicon Phthalocyanine OFETs
Advanced Electronic Materials · 2024-11-18
Rosemary R. Cranston, Jacob P. Mauthe, Tonghui Wang, Gaurab J. Thapa, Aram Amassian, Benoit Hugo Lessard
Read original paper ↗ ·Machine‐Learning‐Assisted Process Optimization for High‐Performance Organic Thermoelectrics
Advanced Energy Materials · 2024-11-26
Jeehyun Jeong, Suyeon Park, Juhyung Park, Jeong Han Song, Jeonghun Kwak
Read original paper ↗ ·Machine learning for a sustainable energy future
Chemical Communications · 2024-12-05
Burcu Oral, Ahmet Çoşgun, Aysegul Kilic, Damla Eroğlu, Mehmet Erdem Günay, Ramazan Yıldırım
Read original paper ↗ ·Utilizing large language models for identifying future research opportunities in environmental science
Journal of Environmental Management · 2024-12-13
Xiaoliang Ji, Xinyue Wu, Rui Deng, Yue Yang, Anxu Wang, Ya Zhu
Read original paper ↗ ·Synergic donor/acceptor pair fingerprint-embedding generation for machine learning enhancement in organic solar cells
Chemical Engineering Science · 2024-12-24
Ting Gao, Xueyou Zhang, Dong Xu, Yushan Qiu, Yongqi Liu, Zhi‐Wen Zhao, Yun Geng, Zhong‐Min Su, Lihong Hu
Read original paper ↗ ·BiBERTa: a self-supervised framework for accelerating the discovery of stable organic photovoltaic materials
Journal of Materials Chemistry A · 2025-01-01
Jinyu Sun, Dongxu Li, Jie Zou, Xiaoxiao Tan, Yue Wang, Hailiang Zhang, Yingping Zou, Zhimin Zhang, Hongmei Lü
Read original paper ↗ ·Bridging lab-to-fab gaps: recent advances in the reproducibility of organic solar cells
Journal of Materials Chemistry A · 2025-01-01
Jingming Xin, Huiyao Zhu, Zhenhui Xu, Kuan Yang, Ke Hu, Manqi Zhao, Chunpeng Song, Qiuju Liang, Bei Qin, Jiangang Liu
Read original paper ↗ ·Molecular design of organic photovoltaic donors and non-fullerene acceptors: a combined machine learning and genetic algorithm approach
Journal of Materials Chemistry C · 2025-01-01
Rui Cao, Cai‐Rong Zhang, Xiaomeng Liu, Ji-Jun Gong, Meiling Zhang, Zi‐Jiang Liu, Youzhi Wu, Hong-Shan Chen
Read original paper ↗ ·On the impact of selective donor:acceptor structural ordering in PBDB-T:ITIC organic solar cells
Journal of Materials Chemistry C · 2025-01-01
Xabier Rodríguez‐Martínez, Sara Marina, Albert Harillo‐Baños, Mariano Campoy‐Quiles, Jaime Martín
Read original paper ↗ ·Physics-guided machine learning of excited-state properties for the design of high-performance TADF emitters
Journal of Materials Chemistry A · 2025-01-01
Sanyam Sanyam, Bibhas Das, Anirban Mondal
Read original paper ↗ ·Machine Learning Approaches in Polymer Science: Progress and Fundamental for a New Paradigm
SmartMat · 2025-01-09
Chunhui Xie, Haoke Qiu, Lu Liu, Yang You, Hongfei Li, Yunqi Li, Zhao‐Yan Sun, Jiaping Lin, Lijia An
Read original paper ↗ ·A High Throughput Platform to Minimize Voltage and Fill Factor Losses
Advanced Energy Materials · 2025-01-12
Julian Matthias Haffner‐Schirmer, Vincent Marc Le Corre, Karen Forberich, Hans‐Joachim Egelhaaf, Tobias Osterrieder, Jonas Wortmann, Chao Liu, Paul Weitz, Thomas Heumueller, Andreas J. Bornschlegl, Josua Wachsmuth, Andreas Distler, Michael Wagner, Zijian Peng, Larry Lüer, Christoph Josef Brabec
Read original paper ↗ ·Roadmap on metal-halide perovskite semiconductors and devices
Materials Today Electronics · 2025-01-27
Ao Liu, Jun Xi, Hanlin Cen, Jinfei Dai, Yi Yang, Cheng Liu, Shuai Guo, Xiaofang Li, Xiaotian Guo, Feng Yang, Meng Li, Haoxuan Liu, Fei Zhang, Huagui Lai, Fan Fu, Shuaifeng Hu, Junke Wang, Seongrok Seo, Henry James Snaith, Jinghui Li, Jiajun Luo, Hongjin Li, Yun Liang Gao, Xingliang Dai, Jia Zhang, Feng Gao, Zhengxun Lai, You Meng, Johnny Chung Yin Ho, Wen Li, Yuntao Wu, Liping Du, Sai Bai, Huihui Zhu, Xianhang Lin, Can Deng, Liyi Yang, Tang Liu, Ahmad Imtiaz, Hanxiang Zhi, Xi Lu, Heng Li, Xiangyu Sun, Yicheng Zhao, Jian Feng Xu, Xiao‐Jian She, Jafar Iqbal Khan, Guanglong Ding, Su‐Ting Han, Ye Zhou, Ruifu Zhou, Jang‐Sik Lee, Geonwoong Park, Youjin Reo, Yong‐Young Noh
Read original paper ↗ ·A Review of Machine Learning in Organic Solar Cells
Processes · 2025-02-01
Darya Rasul Ahmed, Fahmi F. Muhammadsharif
Read original paper ↗ ·Lyotropic Liquid Crystal Mediated Assembly of Donor Polymers Enhances Efficiency and Stability of Blade‐Coated Organic Solar Cells
Advanced Materials · 2025-02-05
Azzaya Khasbaatar, Alec M. Damron, Pravini S. Fernando, Jasmine S. Williams, Chenhui Zhu, Eliot H. Gann, Jong‐Hoon Lee, Adrian Birge, Bora Kim, Sina Sabury, Minjoo Larry Lee, John R. Reynolds, Ying Diao
Read original paper ↗ ·The Value of Device Characterization for the Optimization of Organic Solar Cells
Advanced Energy Materials · 2025-02-27
Leonard Christen, Barbara Urbano, Anne Krause, Paula Hartnagel, Thomas Kirchartz
Read original paper ↗ ·What Makes Thickness‐Tolerant Organic Solar Cells?
Advanced Energy Materials · 2025-02-28
Xabier Rodríguez‐Martínez, Constantin Tormann, Marta Sanz‐Lleó, Bernhard Dörling, Martí Gibert‐Roca, Albert Harillo‐Baños, Alfonsina Abat Amelenan Torimtubun, Enrique Pascual‐San‐José, Jose Piers Jurado, Laura López‐Mir, Martijn Kemerink, Mariano Campoy‐Quiles
Read original paper ↗ ·Strategies and Mechanisms To Minimize Energy Loss in Non-Fullerene Bulk Heterojunction Organic Solar Cells: Experimental and Computational Approaches
Energy & Fuels · 2025-03-06
Hemraj Dahiya, Rakesh Suthar, Supravat Karak, Ganesh Datt Sharma
Read original paper ↗ ·Advances in the Design and Discovery of Organic Semiconductors Aided by Machine Learning
Annual Review of Materials Research · 2025-03-26
Moses Ogbaje, Vinayak Bhat, Chad M. Risko
Read original paper ↗ ·Advancing organic photovoltaic materials by machine learning-driven design with polymer-unit fingerprints
npj Computational Materials · 2025-04-23
Xiumin Liu, Xinyue Zhang, Ye Sheng, Zihe Zhang, Pan Xiong, Xue‐Hai Ju, Junwu Zhu, Caichao Ye
Read original paper ↗ ·A Helping Hand: A Survey About AI-Driven Experimental Design for Accelerating Scientific Research
Applied Sciences · 2025-05-07
Lukas Nolte, Sven Tomforde
Read original paper ↗ ·Stability of Organic Photovoltaics: From Root Causes to Advanced Analytical Techniques
Advanced Energy Materials · 2025-05-10
Yelim Choi, Dohyun Kim, Seung Un Ryu, Hangyeol Kim, Sungryong Kim, Minjun Kim, Taiho Park
Read original paper ↗ ·AI-Driven Approaches for Next-Gen Solar Cells
IGI Global eBooks · 2025-05-13
Pooja Dehankar, Susanta Das
Read original paper ↗ ·Discovering novel halide perovskites using generative adversarial networks and random forest regression
Computational Materials Science · 2025-06-22
Ishaanvi Agrawal, Maitreyo Biswas, Arun Mannodi‐Kanakkithodi
Read original paper ↗ ·Non-Invasive Composition Identification in Organic Solar Cells via Deep Learning
Nanomaterials · 2025-07-17
Yi-Hsun Chang, You-Lun Zhang, Cheng-Hao Cheng, Shih-Yun Wu, Cheng-Han Li, Su-Yu Liao, Zi-Chun Tseng, Ming‐Yi Lin, Chun‐Ying Huang
Read original paper ↗ ·Machine learning in polymer science: A new lens for physical and chemical exploration
Progress in Materials Science · 2025-07-29
Xiao-Qin Cao, Yongqing Zhang, Zhenghua Sun, Hongyao Yin, Yujun Feng
Read original paper ↗ ·Research progress on conjugated carbonyl polymer electrodes for organic lithium batteries
Progress in Polymer Science · 2025-08-11
Xi Chen, Xi Chen, Jiahao Yao, Yixin Li, Yixin Li, Zhenhua Yan, Kai Zhang, Jun Chen
Read original paper ↗ ·High-Throughput Molecular Design of Donors and Non-Fullerene Acceptors for Organic Solar Cells Based on Convolutional Neural Networks
Journal of Chemical Information and Modeling · 2025-09-16
L.T. Chen, Cai‐Rong Zhang, Cuicui Sang, Xiaomeng Liu, Ji-Jun Gong, Meiling Zhang, Hongshan Chen
Read original paper ↗ ·Machine learning-driven prediction of organic solar cell performance: a data-centric approach to molecular design
Journal of Molecular Modeling · 2025-10-15
Victor dos Reis Rodrigues, Víctor S. A. Bonfim, Demétrio A. da Silva Filho
Read original paper ↗ ·Probing All‐Solid‐State Batteries with Real‐Time Synchrotron and Neutron Techniques
Advanced Energy Materials · 2025-10-29
Suzhe Liang, Yipeng Sun, Ya‐Jun Cheng, Stephan Volkher Roth, Peter Müller‐Buschbaum, Longsheng Cao, Jian Peng, Shuo Wang, Xueliang Andy Sun, Changhong Wang
Read original paper ↗ ·OSC-Net: a multi-fidelity machine learning model for organic solar cells
Journal of Materials Chemistry A · 2025-11-04
Haizhou Yang, Adam Wold, Junlin Ou, Jeromy James Rech, Wei You, Yi Wang
Read original paper ↗ ·