DiffMAP-GP: Continuous 2D Diffusion Maps from Particle Trajectories without Data Binning using Gaussian Processes
Diffusion coefficients often vary across regions, such as cellular membranes, and quantifying
their variation can provide valuable insight into local membrane properties such as …
their variation can provide valuable insight into local membrane properties such as …
Hamiltonian Monte Carlo methods for spectroscopy data analysis
D McBride, I Sgouralis - arxiv preprint arxiv:2411.03523, 2024 - arxiv.org
We present a scalable Bayesian framework for the analysis of confocal fluorescence
spectroscopy data, addressing key limitations in traditional fluorescence correlation …
spectroscopy data, addressing key limitations in traditional fluorescence correlation …
[HTML][HTML] Learning Continuous 2D Diffusion Maps from Particle Trajectories without Data Binning
Diffusion coefficients often vary across regions, such as cellular membranes, and quantifying
their variation can provide valuable insight into local membrane properties such as …
their variation can provide valuable insight into local membrane properties such as …
Single-Photon Single-Particle Tracking
Multiple biological" particles", from biomolecules to viral capsids, diffuse with rates
exceeding 1 micrometer squared per second, introducing blurring so significant when …
exceeding 1 micrometer squared per second, introducing blurring so significant when …