BELMM: Bayesian model selection and random walk smoothing in time-series clustering. [PDF]
Bioinformatics, 2023 Sarala O, Pyhäjärvi T, Sillanpää MJ.
europepmc +1 more source
Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
Advanced Functional Materials, EarlyView.A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Do Spanish Stock Market Prices Follow a Random Walk? [PDF]
In this article we test the random walk hypothesis in the Spanish daily stock market prices by means of using fractionally integrated techniques. We use a version of the tests of Robinson (1994) that permit us to test I(d) statistical models. The results
Luis A. Gil-Alana, Javier De Peña
core
Random walk based snapshot clustering for detecting community dynamics in temporal networks. [PDF]
Sci RepBlašković F +3 more
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Random Walk Approximation for Stochastic Processes on Graphs. [PDF]
Entropy (Basel), 2023 Polizzi S +4 more
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Dual‐Mode Magnetic Elastomer for On‐Demand Motion and Degradation
Advanced Functional Materials, EarlyView.A dual‐mode magnetic elastomer is introduced, enabling DC field‐driven programmable actuation and AC field‐driven magnetothermal degradation. GHz‐range magnetic fields generate ultrafast heating of magnetic nanoparticles that activates cleavage of the silicone elastomer matrix.
Jieun Han +13 more
wiley +1 more source
A Two-State Random Walk Model of Sperm Search on Confined Domains. [PDF]
Entropy (Basel)Bier M, Majka M, Schmidt C.
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Exploring Pb‐Chelation Chemistry in the Crystallization Dynamics of Halide Perovskites
Advanced Functional Materials, EarlyView.A mechanism of how Pb‐chelation chemistry governs coordination geometry and initial nucleation behavior at the precursor level of halide perovskite, by regulating the deprotonation state of a chelating additive, is elucidated. This allows for innovative reaction‐system design principles that promote coherent growth while suppressing defect formation in
Byeong Jun Kim +13 more
wiley +1 more source
Evolution problems with perturbed 1-Laplacian type operators on random walk spaces. [PDF]
Math AnnGórny W, Mazón JM, Toledo J.
europepmc +1 more source
Free boundary dimers: random walk representation and scaling limit. [PDF]
Probab Theory Relat Fields, 2023 Berestycki N, Lis M, Qian W.
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