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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
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Random walk with restart on multilayer networks: from node prioritisation to supervised link prediction and beyond. [PDF]
Baptista A, Brière G, Baudot A.
europepmc +1 more source
Dynamic Random Walk and Dynamic Opposition Learning for Improving Aquila Optimizer: Solving Constrained Engineering Design Problems. [PDF]
Varshney M, Kumar P, Ali M, Gulzar Y.
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Geometric and Functional Analysis, 2003
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
M Gromov, Gromov M
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M Gromov, Gromov M
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Physica A: Statistical Mechanics and its Applications, 1982
The authors investigate the random walk of a particle on a one-dimensional chain which has been constructed by a random-walk procedure. Exact expressions are given for the mean-square displacement and the fourth moment after n steps. The probability density after n steps is derived in the saddle-point approximation, for large n.
K.W. Kehr, R. Kutner
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The authors investigate the random walk of a particle on a one-dimensional chain which has been constructed by a random-walk procedure. Exact expressions are given for the mean-square displacement and the fourth moment after n steps. The probability density after n steps is derived in the saddle-point approximation, for large n.
K.W. Kehr, R. Kutner
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Combinatorica, 1992
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Yossi Azar +4 more
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Yossi Azar +4 more
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Anomalous conformation of polymer chains: random walk of a random walk on a random walk
Journal of Physics A: Mathematical and General, 1986Summary: Conformation of polymer chains is analysed in the light of the results from the classical diffusion in random systems including fractals; the possibility of an anomalous conformation is conjectured.
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International Journal of Foundations of Computer Science, 2005
In this paper, we discuss a simple, Monte Carlo algorithm for the problem of checking whether a Quantified Boolean Formula (QBF) in Conjunctive Normal Form (CNF), with at most two literals per clause has a model. The term k-CNF is used to describe boolean formulas in CNF, with at most k literals per clause and the problem of checking whether a given k ...
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In this paper, we discuss a simple, Monte Carlo algorithm for the problem of checking whether a Quantified Boolean Formula (QBF) in Conjunctive Normal Form (CNF), with at most two literals per clause has a model. The term k-CNF is used to describe boolean formulas in CNF, with at most k literals per clause and the problem of checking whether a given k ...
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Differencing of random walks and near random walks
Journal of Econometrics, 1977Abstract The traditional rationale for differencing time series data is to attain stationarity. For a nearly non-stationary first-order autoregressive process—AR (1) with positive slope parameter near unity—we were led to a complementary rationale. If one suspects near non-stationarity of the AR (1) process, if the sample size is ‘small’ or ‘moderate’
Gonedes, Nicholas J., Roberts, Harry V.
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