Results 141 to 150 of about 10,363,966 (256)

A rough set theory based optimal attribute reduction using genetic algorithm

, 2001
A rough set theory based optimal attribute reduction using genetic ...
X Hang (13282314), Honghua Dai (13072818)   +1 more
core  

Self‐Assembled Monolayers in p–i–n Perovskite Solar Cells: Molecular Design, Interfacial Engineering, and Machine Learning–Accelerated Material Discovery

Advanced Materials, EarlyView.
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley   +1 more source

Antimicrobial peptide similarity and classification through rough set theory using physicochemical boundaries. [PDF]

BMC Bioinformatics, 2018
Boone K, Camarda K, Spencer P, Tamerler C.   +3 more
europepmc   +1 more source

Thermodynamic Limits to Molecular Doping in Conjugated Polymers: A Perspective on Phase Behavior and Miscibility

Advanced Materials, EarlyView.
Molecular doping of conjugated polymers is fundamentally constrained by thermodynamic phase behavior. This Perspective reframes doping efficiency and stability in terms of miscibility limits, binodals, and solvus boundaries, highlighting the role of effective interaction parameters and charge transfer.
Somayeh Kashani, Justin Neu, Sung‐Joo Kwon, Runqio Song, Zixuan Chen, Tajah Trapier, Paschalis Gkoupidenis, David Ginger, Wei You, Jasper J. Michels, Harald Ade   +10 more
wiley   +1 more source

RSL - The Rough Set Library - Version 2.0

, 1994
. In this paper we will present some basic properties and functions of the Rough Set Library. The RSL implements fundamental ideas of Rough Set Theory and may be seen as a rough set virtual machine. The version 2.0 contains procedures for rule generation
Jacek Sienkiewicz, Michal Gawrys
core  

A Novel Strategy for Minimum Attribute Reduction Based on Rough Set Theory and Fish Swarm Algorithm. [PDF]

Comput Intell Neurosci, 2017
Su Y, Guo J.
europepmc   +1 more source

Organic Materials of Tomorrow: Horizons of Artificial Intelligence

Advanced Materials, EarlyView.
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena, J. Terence Blaskovits, Kun‐Han Lin, Denis Andrienko   +3 more
wiley   +1 more source

Contextual classification of network traffic through rough set theory and convolutional neural networks. [PDF]

Sci Rep
Priyanka D, Sundara Krishna YK.
europepmc   +1 more source

Rough set theory based prognostic classification models for hospice referral. [PDF]

BMC Med Inform Decis Mak, 2015
Gil-Herrera E, Aden-Buie G, Yalcin A, Tsalatsanis A, Barnes LE, Djulbegovic B.   +5 more
europepmc   +1 more source

Rethinking Charge Transport and Recombination in Donor‐Diluted Organic Solar Cells

Advanced Materials, EarlyView.
Organic solar cells with 1–45% PM6 content in Y12 were studied to link structure and charge dynamics to performance. The conductivity follows a 3D percolation model without a sharp threshold. Donor dilution preserves the photogeneration yield, but limits the fill factor due to transport resistance losses.
Chen Wang, Christopher Wöpke, Toni Seiler, Jared Faisst, Mathias List, Meike Kuhn, Bekcy Joseph, Alexander Ehm, Dietrich R. T. Zahn, Yana Vaynzof, Eva M. Herzig, Roderick C. I. Mackenzie, Uli Würfel, Maria Saladina, Carsten Deibel   +14 more
wiley   +1 more source