03498nam 2200853z- 450 991056646770332120231214133338.0(CKB)5680000000037703(oapen)https://directory.doabooks.org/handle/20.500.12854/81216(EXLCZ)99568000000003770320202205d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierRecent Advances in Single-Particle Tracking: Experiment and AnalysisBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (238 p.)3-0365-3485-7 3-0365-3486-5 This Special Issue of Entropy, titled “Recent Advances in Single-Particle Tracking: Experiment and Analysis”, contains a collection of 13 papers concerning different aspects of single-particle tracking, a popular experimental technique that has deeply penetrated molecular biology and statistical and chemical physics. Presenting original research, yet written in an accessible style, this collection will be useful for both newcomers to the field and more experienced researchers looking for some reference. Several papers are written by authorities in the field, and the topics cover aspects of experimental setups, analytical methods of tracking data analysis, a machine learning approach to data and, finally, some more general issues related to diffusion.Recent Advances in Single-Particle TrackingResearch & information: generalbicsscPhysicsbicsscdiauxic growthreplicator equationmesoscopic modelintegro-differential equationsanomalous diffusionstatistical analysissingle-particle trackingtrajectory classificationfractional Brownian motionestimationautocovariance functionneural networkMonte Carlo simulationsmultifractional Brownian motionpower of the statistical testmachine learning classificationfeature engineeringconfinementinformation theoryBrownian particlestochastic thermodynamicsCTRWdiffusing-diffusivityoccupation time statisticswound healing dynamicssingle pseudo-particle trackingphase contrast image segmentation3D single-particle trackingFisher informationnon-uniform illuminationSPTdeep learningresidual neural networksrandom walkheterogeneousendosomessingle particle trajectorystochastic processestrappingResearch & information: generalPhysicsSzwabiński Januszedt1309621Weron AleksanderedtSzwabiński JanuszothWeron AleksanderothBOOK9910566467703321Recent Advances in Single-Particle Tracking: Experiment and Analysis3029462UNINA