Our paper on "Temporally-Evolving Generalised Networks and Their Kernels" is accepted in Statistica Sinica, see it at https://www3.stat.sinica.edu.tw/ss_newpaper/SS-2024-0345_na.pdf
or in arXiv at https://arxiv.org/abs/2309.15855
#MetricGraphs
#EuclideanGraphs
#Networks
#StochasticProcesses
#Kernels
#CovarianceMatrices
#EvolvingNetworks
#SpatialProcesses

🦠 How do dormant bacteria know when to wake up?

🔗 An ecological and stochastic perspective on persisters resuscitation. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2024.12.002

📚 CSBJ: https://www.csbj.org/

#Microbiology #AntibioticResistance #SystemsBiology #InfectionRelapse #Persisters #StochasticProcesses #StochasticBiology #InfectionControl

Yesterday's mathematical biology seminar saw my colleague Richard Mann talk on "Covariant evolutionary processes: a theory of the Cambrian explosion and other radiations".

The Cambrian explosion is the appearance of many different animal species about 500 million years ago (see e.g. the Wikipedia article for background). The idea of the talk is that it was not such a special event. We don't need
external environmental factors to explain it. Instead, fairly standard birth-and-death stochastic processes show similar explosions once you take survivorship bias into account. Loosely speaking, the fact that we are here means that there must have been an explosion of species in the past. Not my area of expertise at all but very interesting.

#paleontology #cambrian #CambrianExplosion #bias #SurvivorshipBias #StochasticProcesses

Bedtime Story II
#furry #protogen #fursuit #fursuitfriday #protobean #plushie #quant #quantitativefinance #stochasticprocesses #randomwalk #probability

in many ways, #mathematical #physics is based on the #smoothing properties of the #integral

#integrableSystems #mathematicalPhysics #complexAnalysis #spectralTheory #harmonicAnalysis #functionalAnalysis #mathematicalAnalysis #differentialEquations #ODEs #PDEs #SDEs #DEs #equations #BrownianMotion #LangevinDynamics #dynamics #Langevin #StochasticDifferentialEquations #StochasticProcesses #WienerProcess #OrnsteinUhlenbeck #HarmonicOscillator #WaveEquation #Newton #Newtonian #Maxwell #Einstein

By way of another #introduction, I noticed that this shelf of somewhat random #books that we've finally managed to get unpacked does a pretty good job of showing at least one span across my interests.

#science #scicomm #math #statistics #stochasticprocesses #stochastic #simulation #numericalcomputation #computing #programming #occult #photography #hieroglyphic #psychology #hypnosis #middleegyptian #gnosis #gnosticism #eeg #history #1950s #nlp (both kinds) #psychedelics #psychedelia #pinup

#Introductions

Hello everyone! I am a third-year #PhD student on #StochasticProcesses and #MachineLearning at The University of #Edinburgh. I joined #mastodon in hopes of finding an active data science / machine learning community.

For more information, visit my (somewhat outdated) site:
http://homepages.inf.ed.ac.uk/s1478350/