M.L. Kubacki

ORCID: 0000-0003-3498-4848
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About
Contact & Profiles
Research Areas
  • Thermochemical Biomass Conversion Processes
  • Combustion and flame dynamics
  • Bioenergy crop production and management
  • Biodiesel Production and Applications
  • Biofuel production and bioconversion
  • Advanced Combustion Engine Technologies
  • Fire dynamics and safety research
  • Quantum Computing Algorithms and Architecture
  • Adsorption and biosorption for pollutant removal
  • Single-cell and spatial transcriptomics
  • Subcritical and Supercritical Water Processes
  • Lignin and Wood Chemistry
  • Molecular Communication and Nanonetworks
  • Coal and Its By-products
  • Plant Growth Enhancement Techniques
  • Algal biology and biofuel production

University of Southampton
2023

University of Leeds
2005-2011

10.1016/j.jaap.2004.11.018 article EN Journal of Analytical and Applied Pyrolysis 2005-02-01

Cluster analysis is a crucial stage in the and interpretation of single-cell gene expression (scRNA-seq) data. It an inherently ill-posed problem whose solutions depend heavily on hyper-parameter algorithmic choice. The popular approach K-means clustering, for example, depends choice K convergence expectation-maximization algorithm to local minima objective. Exhaustive search space multiple good quality known be complex problem. Here, we show that quantum computing offers solution exploring...

10.1093/bib/bbad377 article EN cc-by Briefings in Bioinformatics 2023-09-22
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