Výsledky vyhledávání - "Tjörnhammar, Richard"

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Happy and Immersive Clustering Segmentations of Biological Co-Expression Patterns

Autor: Tjörnhammar, Richard

In this work, we present an approach for evaluating segmentation strategies and solving the biological problem of creating robust interpretable maps of biological data by employing wards agglomerative hierarchical clustering applied to coexpression c

Externí odkaz: http://arxiv.org/abs/2402.06928

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Clustering Optimisation Method for Highly Connected Biological Data

Autor: Tjörnhammar, Richard

Currently, data-driven discovery in biological sciences resides in finding segmentation strategies in multivariate data that produce sensible descriptions of the data. Clustering is but one of several approaches and sometimes falls short because of d

Externí odkaz: http://arxiv.org/abs/2208.04720

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Exploratory Projection to Latent Structure Models for use in Transcriptomic Analysis

Autor: Tjörnhammar, Edward, Tjörnhammar, Richard

In this paper, we ask if it is possible to increase the interpretability in multivariate analysis by aligning and projecting covariates onto comparative subspaces. We demonstrate our method as well as the interpretative power of PLS decomposed models

Externí odkaz: http://arxiv.org/abs/2001.06544

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Dissertation/ Thesis

Classical and Quantum Descriptions of Proteins, Lipids and Membranes

Autor: Tjörnhammar, Richard

In this thesis the properties of proteins and membranes are studied by molecular dynamics simulations. The subject is decomposed into parts addressing free energy calculations in proteins, mechanical inclusion models for lipid bilayers, phase transit

Externí odkaz: http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-151396

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