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Hybrid modeling of first-principles and machine learning: A step-by-step tutorial review for practical implementation
In recent years, the integration of mechanistic process models with advanced machine
learning techniques has led to the development of hybrid models, which have shown …
learning techniques has led to the development of hybrid models, which have shown …
[HTML][HTML] The modeling and control of (renewable) energy systems by partial differential equations—an overview
Mathematical models of energy systems have been mostly represented by either linear or
nonlinear ordinary differential equations. This is consistent with lumped-parameter dynamic …
nonlinear ordinary differential equations. This is consistent with lumped-parameter dynamic …
Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics
F Gumpert, A Janßen, CJ Brabec… - … of computational fluid …, 2023 - Taylor & Francis
To achieve maximum efficiency in organic photovoltaics (OPV), functional layers with
uniform and exactly predefined thickness are required. An in-depth understanding of the …
uniform and exactly predefined thickness are required. An in-depth understanding of the …
Assessing the width of Gaussian density of states in organic semiconductors
Abstract The Density of States (DOS) is an ingredient of critical importance for the accurate
physical understanding of the optoelectronic properties of organic semiconductors. The …
physical understanding of the optoelectronic properties of organic semiconductors. The …
[HTML][HTML] Refined drift-diffusion model for the simulation of charge transport across layer interfaces in organic semiconductor devices
We present a new approach to simulate the transport of charges across organic/organic
layer interfaces in organic semiconductor devices. This approach combines the drift …
layer interfaces in organic semiconductor devices. This approach combines the drift …
A multifield coupled thermo‐chemo‐mechanical theory for the reaction‐diffusion modeling in photovoltaics
A comprehensive coupled thermo‐chemo‐mechanical modeling framework is proposed in
this work to study the reaction‐diffusion phenomena taking place inside photovoltaics (PV) …
this work to study the reaction‐diffusion phenomena taking place inside photovoltaics (PV) …
Optoelectrical, electronic, and thermodynamic DFT study of a carbon nanoring and its derivative: application as active layer material in organic solar cell performance …
GM Dzifack Kenfack, F Tchangnwa Nya… - Journal of Molecular …, 2023 - Springer
Optoelectrical, electronic, and thermodynamic properties of {6} cycloparaphenylene ({6}
CPP) and its derivative, N, N-dimethyl-diaza {6} cycloparaphenylene (DMDA {6} CPP), are …
CPP) and its derivative, N, N-dimethyl-diaza {6} cycloparaphenylene (DMDA {6} CPP), are …
Buffer layers in inverted organic solar cells and their impact on the interface and device characteristics: An experimental and modeling analysis
Buffer layers play crucial role in increasing the power conversion efficiencies (η) in organic
solar cells (OSCs) and hence it is important to understand the underlying microscopic …
solar cells (OSCs) and hence it is important to understand the underlying microscopic …
Numerical simulation of photocurrent generation in bilayer organic solar cells: Comparison of master equation and kinetic Monte Carlo approaches
M Casalegno, A Bernardi, G Raos - The Journal of chemical physics, 2013 - pubs.aip.org
Numerical approaches can provide useful information about the microscopic processes
underlying photocurrent generation in organic solar cells (OSCs). Among them, the Kinetic …
underlying photocurrent generation in organic solar cells (OSCs). Among them, the Kinetic …
An effective two-orbital quantum chemical model for organic photovoltaic materials
G Raos, M Casalegno, J Ide - Journal of Chemical Theory and …, 2014 - ACS Publications
We present a coarse-grained quantum chemical model of organic photovoltaic materials,
which is based on the classic idea that the main physical processes involve the electrons …
which is based on the classic idea that the main physical processes involve the electrons …