Results 241 to 250 of about 28,270 (263)
Advanced Intelligent Discovery, EarlyView.AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia +2 more
wiley +1 more source
Fluctuation theorems for autonomous work. [PDF]
Proc Natl Acad Sci U S AJarzynski C, Deffner S, Rahav S.
europepmc +1 more source
In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
Advanced Intelligent Discovery, EarlyView.A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Multimodal Learning with Rashomon Analysis for Battery Discharge Capacity Prediction
Advanced Intelligent Discovery, EarlyView.Multimodal fusion integrates composition, crystal‐structure, and radial‐distribution descriptors to predict battery discharge capacity. Rashomon analysis across near‐optimal models reveals that explanatory variation is structured rather than arbitrary, separating stable mechanistic signals from model‐contingent attributions and providing a more ...
Jue Gong +4 more
wiley +1 more source
Generalized stochastic processes in algebras of generalized functions
Journal of Mathematical Analysis and Applications, 2009 Stochastic processes with paths in a generalized function algebra are defined and it is shown that there exists an embedding of generalized functional stochastic processes into such ones.
Stevan Pilipovic, Dora Selesi
exaly +2 more sources
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Lévy driven CARMA generalized processes and stochastic partial differential equations
Stochastic Processes and Their Applications, 2020David Berger
exaly
Probabilistic properties of generalized stochastic processes in algebras of generalized functions
Monatshefte Fur Mathematik, 2017Snezana Gordić +2 more
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A generalized theory of multiplicative stochastic processes using cumulant techniques
Journal of Mathematical Physics, 1975Ronald Forrest Fox, Fox Ronald Forrest
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Generalized Feller processes and Markovian lifts of stochastic Volterra processes: the affine case
Journal of Evolution Equations, 2020Christa Cuchiero +2 more
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