Search Results - "Roet, Sander"
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Extensive Angular Sampling Enables the Sensitive Localization of Macromolecules in Electron Tomograms
Published in International journal of molecular sciences (29-08-2023)“…Cryo-electron tomography provides 3D images of macromolecules in their cellular context. To detect macromolecules in tomograms, template matching (TM) is often…”
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Exact non-Markovian permeability from rare event simulations
Published in Physical review research (01-07-2021)“…Permeation of compounds through membranes is important in biological and engineering processes, e.g., drug delivery through lipid bilayers, anesthetics, or…”
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Chemistrees: Data-Driven Identification of Reaction Pathways via Machine Learning
Published in Journal of chemical theory and computation (12-10-2021)“…We propose to analyze molecular dynamics (MD) output via a supervised machine learning (ML) algorithm, the decision tree. The approach aims to identify the…”
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Exchanging Replicas with Unequal Cost, Infinitely and Permanently
Published in The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory (01-12-2022)“…We developed a replica exchange method that is effectively parallelizable even if the computational cost of the Monte Carlo moves in the parallel replicas are…”
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Highly parallelizable path sampling with minimal rejections using asynchronous replica exchange and infinite swaps
Published in Proceedings of the National Academy of Sciences - PNAS (13-02-2024)“…Capturing rare yet pivotal events poses a significant challenge for molecular simulations. Path sampling provides a unique approach to tackle this issue…”
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PyRETIS 3: Conquering rare and slow events without boundaries
Published in Journal of computational chemistry (05-06-2024)“…We present and discuss the advancements made in PyRETIS 3, the third instalment of our Python library for an efficient and user-friendly rare event simulation,…”
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Path Sampling Simulations Reveal How the Q61L Mutation Alters the Dynamics of KRas
Published in The journal of physical chemistry. B (08-12-2022)“…Flexibility is essential for many proteins to function, but can be difficult to characterize. Experiments lack resolution in space and time, while the time…”
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PyRETIS 2: An improbability drive for rare events
Published in Journal of computational chemistry (05-02-2020)“…The algorithmic development in the field of path sampling has made tremendous progress in recent years. Although the original transition path sampling method…”
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Chemistrees: data driven identification of reaction pathways via machine learning
Published 23-04-2021“…J. Chem. Theory Comput. 2021, 17, 10, 6193-6202 We propose a supervised machine learning algorithm, decision trees, to analyze molecular dynamics output. The…”
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10
Exchanging replicas with unequal cost, infinitely and permanently
Published 25-05-2022“…We developed a replica exchange method that is effectively parallelizable even if the computational cost of the Monte Carlo moves in the parallel replicas are…”
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