Protein–protein interaction network of E. coli K‐12 has significant high‐dimensional cavities: new insights from algebraic topological studies
Sign Up to like & getrecommendations! Published in 2022 at "FEBS Open Bio"
DOI: 10.1002/2211-5463.13437
Abstract: As a model system, Escherichia coli has been used to study various life processes. A dramatic paradigm shift has occurred in recent years, with the study of single proteins moving toward the study of dynamically interacting… read more here.
Keywords: network; dimensional cavities; ppi network; high dimensional ... See more keywords
Breaking the Electronic Conductivity Bottleneck of Manganese Oxide Family for High‐Power Fluorinated Graphite Composite Cathode by Ligand‐Field High‐Dimensional Constraining Strategy
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Materials"
DOI: 10.1002/adma.202209210
Abstract: Primary lithium fluorinated graphite (Li/CFx) batteries with superior energy density are an indispensable energy supply for multiple fields but suffer from sluggish reaction kinetics of the CFx cathode. Designing composite cathodes emerges as a solution… read more here.
Keywords: composite cathode; conductivity; dimensional constraining; high dimensional ... See more keywords
Construction and Observation of Flexibly Controllable High‐Dimensional Non‐Hermitian Skin Effects
Sign Up to like & getrecommendations! Published in 2024 at "Advanced Materials"
DOI: 10.1002/adma.202403108
Abstract: Non‐Hermitian skin effect (NHSE) is one of the most fundamental phenomena in non‐Hermitian physics. It is established that 1D NHSE originates from the nontrivial spectral winding topology. However, the topological origin behind the higher‐dimensional NHSE… read more here.
Keywords: non hermitian; dimensional nhses; hermitian skin; high dimensional ... See more keywords
Bidirectional Controlled Quantum State Preparation in High‐Dimensional Quantum System
Sign Up to like & getrecommendations! Published in 2025 at "Annalen der Physik"
DOI: 10.1002/andp.202400360
Abstract: High‐dimensional quantum system exhibits unique advantages over the qubit system in some quantum information processing tasks. A program is presented for implementing deterministic bidirectional controlled remote quantum state preparation (BCRSP) in arbitrary N$N$ ‐dimensional (quNit)… read more here.
Keywords: quantum system; state; dimensional quantum; high dimensional ... See more keywords
In‐silico generation of high‐dimensional immune response data in patients using a deep neural network
Sign Up to like & getrecommendations! Published in 2022 at "Cytometry Part A"
DOI: 10.1002/cyto.a.24709
Abstract: Technologies for single‐cell profiling of the immune system have enabled researchers to extract rich interconnected networks of cellular abundance, phenotypical and functional cellular parameters. These studies can power machine learning approaches to understand the role… read more here.
Keywords: immune response; high dimensional; immune; silico generation ... See more keywords
High‐dimensional single‐cell proteomics analysis identifies immune checkpoint signatures and therapeutic targets in ulcerative colitis
Sign Up to like & getrecommendations! Published in 2019 at "European Journal of Immunology"
DOI: 10.1002/eji.201847862
Abstract: Immune checkpoints are regulators of immune cells and play key roles in the modulation of immune responses. The role of checkpoints in autoimmune disease is poorly understood but likely to be central since checkpoint inhibition… read more here.
Keywords: single cell; high dimensional; immune cell; checkpoint ... See more keywords
Visualization strategies to aid interpretation of high‐dimensional genotoxicity data
Sign Up to like & getrecommendations! Published in 2024 at "Environmental and Molecular Mutagenesis"
DOI: 10.1002/em.22604
Abstract: This article describes a range of high‐dimensional data visualization strategies that we have explored for their ability to complement machine learning algorithm predictions derived from MultiFlow® assay results. For this exercise, we focused on seven… read more here.
Keywords: aid interpretation; visualization strategies; high dimensional; data visualization ... See more keywords
Exploring Multisource High‐Dimensional Mixed‐Frequency Risks in the Stock Market: A Group Penalized Reverse Unrestricted Mixed Data Sampling Approach
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Forecasting"
DOI: 10.1002/for.3191
Abstract: This paper introduces a novel forecasting approach that addresses a significant challenge in applied research: effectively utilizing high‐dimensional and mixed‐frequency data from multiple sources to explain and predict variables that respond at high frequency. This… read more here.
Keywords: stock market; stock; mixed frequency; high dimensional ... See more keywords
Feature selection for high‐dimensional regression via sparse LSSVR based on Lp ‐norm
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22334
Abstract: When solving many regression problems, there exist a large number of input features. However, not all features are relevant for current regression, and sometimes, including irrelevant features may deteriorate the learning performance. Therefore, it is… read more here.
Keywords: high dimensional; feature selection; regression; lssvr ... See more keywords
Time series change detection using reservoir computing networks for remote sensing data
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22984
Abstract: In this study, a multivariate time series forecasting model applicable to high‐dimensional short‐term forecasting is proposed. The Reservoir Computing Network (RCN) state reduction method is investigated to address the dimensionality arising from high‐dimensional data. To… read more here.
Keywords: time; time series; series; high dimensional ... See more keywords
Hierarchical classification of microorganisms based on high-dimensional phenotypic data.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of biophotonics"
DOI: 10.1002/jbio.201700047
Abstract: The classification of microorganisms by high-dimensional phenotyping methods such as FTIR spectroscopy is often a complicated process due to the complexity of microbial phylogenetic taxonomy. A hierarchical structure developed for such data can often facilitate… read more here.
Keywords: high dimensional; classification; phenotypic data; hierarchical classification ... See more keywords