Articles with "markov modeling" as a keyword



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Selecting Features for Markov Modeling: A Case Study on HP35.

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Published in 2023 at "Journal of chemical theory and computation"

DOI: 10.1021/acs.jctc.3c00240

Abstract: Markov state models represent a popular means to interpret molecular dynamics trajectories in terms of memoryless transitions between metastable conformational states. To provide a mechanistic understanding of the considered biomolecular process, these states should reflect… read more here.

Keywords: features markov; study hp35; selecting features; case study ... See more keywords
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Conditionally Markov Modeling and Optimal Estimation for Trajectory With Waypoints and Destination

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Published in 2021 at "IEEE Transactions on Aerospace and Electronic Systems"

DOI: 10.1109/taes.2021.3075533

Abstract: On a grand scale, motion trajectories are usually defined by an origin, a sequence of waypoints, and a destination. A typical example is in air traffic management (ATM), where a flight from an origin passes… read more here.

Keywords: trajectory modeling; markov modeling; trajectory; waypoints destination ... See more keywords
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Hidden Markov Modeling with HMMTeacher

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Published in 2022 at "PLoS Computational Biology"

DOI: 10.1371/journal.pcbi.1009703

Abstract: Is it possible to learn and create a first Hidden Markov Model (HMM) without programming skills or understanding the algorithms in detail? In this concise tutorial, we present the HMM through the 2 general questions… read more here.

Keywords: hmm; modeling hmmteacher; hidden markov; markov modeling ... See more keywords