Related references
Note: Only part of the references are listed.Stability of Nonfullerene Organic Solar Cells: from Built-in Potential and Interfacial Passivation Perspectives
Yiwen Wang et al.
ADVANCED ENERGY MATERIALS (2019)
Identifying Pb-free perovskites for solar cells by machine learning
Jino Im et al.
NPJ COMPUTATIONAL MATERIALS (2019)
Thermodynamic Stability Landscape of Halide Double Perovskites via High-Throughput Computing and Machine Learning
Zhenzhu Li et al.
ADVANCED FUNCTIONAL MATERIALS (2019)
Machine Learning for Understanding Compatibility of Organic-Inorganic Hybrid Perovskites with Post-Treatment Amines
Yongze Yu et al.
ACS ENERGY LETTERS (2019)
Combining electronic and structural features in machine learning models to predict organic solar cells properties
Daniele Padula et al.
MATERIALS HORIZONS (2019)
Application of random forest regression to the calculation of gas-phase chemistry within the GEOS-Chem chemistry model v10
Christoph A. Keller et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2019)
How To Optimize Materials and Devices via Design of Experiments and Machine Learning: Demonstration Using Organic Photovoltaics
Bing Cao et al.
ACS NANO (2018)
Machine learning-based screening of complex molecules for polymer solar cells
Peter Bjorn Jorgensen et al.
JOURNAL OF CHEMICAL PHYSICS (2018)
Computer-Aided Screening of Conjugated Polymers for Organic Solar Cell: Classification by Random Forest
Shinji Nagasawa et al.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS (2018)
From Alloy-Like to Cascade Blended Structure: Designing High-Performance All-Small-Molecule Ternary Solar Cells
Zhen Wang et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2018)
Machine learning for predicting product distributions in catalytic regioselective reactions
Sayan Banerjee et al.
PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2018)
Organic and perovskite solar cells for space applications
Ilaria Cardinaletti et al.
SOLAR ENERGY MATERIALS AND SOLAR CELLS (2018)
Toward Predicting Efficiency of Organic Solar Cells via Machine Learning and Improved Descriptors
Harikrishna Sahu et al.
ADVANCED ENERGY MATERIALS (2018)
The dye-sensitized solar cell database
Vishwesh Venkatraman et al.
JOURNAL OF CHEMINFORMATICS (2018)
Design of efficient blue phosphorescent bottom emitting light emitting diodes by machine learning approach
Muhammad Asyraf Bin Janai et al.
ORGANIC ELECTRONICS (2018)
Machine-Learning-Based Cyclic Voltammetry Behavior Model for Supercapacitance of Co-Doped Ceria/rGO Nanocomposite
Shaikh Parwaiz et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2018)
A Deep Neural Network Model using Random Forest to Extract Feature Representation for Gene Expression Data Classification
Yunchuan Kong et al.
SCIENTIFIC REPORTS (2018)
Ternary Polymer Solar Cells based on Two Acceptors and One Donor for Achieving 12.2% Efficiency
Wenchao Zhao et al.
ADVANCED MATERIALS (2017)
POINTS OF SIGNIFICANCE Ensemble methods: bagging and random forests
Naomi Altman et al.
NATURE METHODS (2017)
High-performance ternary polymer solar cells from a structurally similar polymer alloy
Wenfei Shen et al.
JOURNAL OF MATERIALS CHEMISTRY A (2017)
Tuning Voc for high performance organic ternary solar cells with non-fullerene acceptor alloys
Yusheng Chen et al.
JOURNAL OF MATERIALS CHEMISTRY A (2017)
Ternary Solar Cells Based on Two Small Molecule Donors with Same Conjugated Backbone: The Role of Good Miscibility and Hole Relay Process
Liangang Xiao et al.
ACS APPLIED MATERIALS & INTERFACES (2017)
Influence of Surface Energy on Organic Alloy Formation in Ternary Blend Solar Cells Based on Two Donor Polymers
Nemal S. Gobalasingham et al.
ACS APPLIED MATERIALS & INTERFACES (2016)
10.8% Efficiency Polymer Solar Cells Based on PTB7-Th and PC71BM via Binary Solvent Additives Treatment
Qun Wan et al.
ADVANCED FUNCTIONAL MATERIALS (2016)
11% Efficient Ternary Organic Solar Cells with High Composition Tolerance via Integrated Near-IR Sensitization and Interface Engineering
Li Nian et al.
ADVANCED MATERIALS (2016)
Open circuit voltage and efficiency in ternary organic photovoltaic blends
N. Felekidis et al.
ENERGY & ENVIRONMENTAL SCIENCE (2016)
Wearable organic solar cells with high cyclic bending stability: Materials selection criteria
Timothy F. O'Connor et al.
SOLAR ENERGY MATERIALS AND SOLAR CELLS (2016)
Efficient ternary organic photovoltaic cells with better trade-off photon harvesting and phase separation by doping DIB-SQ
Jian Wang et al.
JOURNAL OF MATERIALS CHEMISTRY C (2016)
Highly efficient ternary polymer solar cells by optimizing photon harvesting and charge carrier transport
Miao Zhang et al.
NANO ENERGY (2016)
High-performance alloy model-based ternary small molecule solar cells
Qiaoshi An et al.
NANO ENERGY (2016)
Enhanced efficiency of polymer solar cells by adding a high-mobility conjugated polymer
Shenghua Liu et al.
ENERGY & ENVIRONMENTAL SCIENCE (2015)
Big Data Meets Quantum Chemistry Approximations: The Δ-Machine Learning Approach
Raghunathan Ramakrishnan et al.
JOURNAL OF CHEMICAL THEORY AND COMPUTATION (2015)
Conjugated Polymer-Small Molecule Alloy Leads to High Efficient Ternary Organic Solar Cells
Jianqi Zhang et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2015)
Efficient ternary polymer solar cells with a parallel-linkage structure
Miao Zhang et al.
JOURNAL OF MATERIALS CHEMISTRY C (2015)
Coevaporated Bisquaraine Inverted Solar Cells: Enhancement Due to Energy Transfer and Open Circuit Voltage Control
Tenghooi Goh et al.
ACS PHOTONICS (2015)
Does Conjugation Help Exciton Dissociation? A Study on Poly(p-phenylene)s in Planar Heterojunctions with C60 or TNF
Christian Schwarz et al.
ADVANCED MATERIALS (2012)
Python for Scientists and Engineers
K. Jarrod Millman et al.
COMPUTING IN SCIENCE & ENGINEERING (2011)
Molecular and Morphological Influences on the Open Circuit Voltages of Organic Photovoltaic Devices
M. Dolores Perez et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2009)
Share Paper
