Learning capacity and function of stochastic reaction networks

iopscience.iop.org/article/10.1...

#ChemSky #Network #Physics #Stochasticity #Learning

"I've been to basketball games too!" - ROBERT KRULWICH, Stochasticity, Radiolab #Radiolab #Stochasticity #PlayBasketballDay #RobertKrulwich

📜Forum: A trait-based framework for adaptive phenotypic plasticity under global change

vist.ly/48kss

#BehavioralPlasticity #ClimateChange #ExtremeEvents #GeneByEnvironmentInteractions #IntraspecificVariation #MorphologicalPlasticity #PhysiologicalPlasticity #Stochasticity #Variability

Left figure: Oxygen saturation as a function of time for both input and output values. The two curves overlap almost perfectly. Right figure: A schematic view of the Raspberry Pi apparatus, alongside a plot showing the strong correlation between the input and output oxygen concentration values.

Open-source, low-cost, Raspberry Pi-based experimental setup for implementing stochastic time series for temperature, oxygen concentration or pH in mesocosms.

#Science #Biology #Ecology #raspberrypi #opensource #Stochasticity #Temperature #climatechange #Fish

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[Original post on mamot.fr]

Understanding randomness: Researchers visualize decision-making in nanomagnetic structures As the world's energy needs for computing and artificial intelligence continue to increase, developing alternative low-power solutions to traditional computing becomes crucial. Devices that reliably generate randomness, or stochasticity, are vital for many computing applications.

🔮 As computing power surges, can randomness be the key to a low-energy future? ✨ Harnessing chance for smarter, sustainable tech! 💡 #stochasticity

Source: phys.org/news/2025-05-randomness-...

"Darn it!" - JAD ABUMRAD, Stochasticity, Radiolab #Radiolab #Stochasticity #ForPetesSakeDay #JadAbumrad

Finite population models of #evolution such as Wright-Fisher or Moran often assume a constant (effective) population size. However, in nature, total population size fluctuates stochastically as a result of #stochasticity in the demographic processes of births and deaths.

Effects of virus-induced immunogenic cues on oncolytic virotherapy - Scientific Reports Scientific Reports - Effects of virus-induced immunogenic cues on oncolytic virotherapy

🥳Happy to share our article on oncolytic virotherapy and T-cell responses influencing outcomes. Key insights: timing of therapy, anticancer T-cell activity, and the diffusion of immune signals all play complex roles, sometimes reducing effectiveness. #Spatialmodel #oncolyticvirus #Stochasticity 💻🎉

Our latest study on #uncertainty & #stochasticity in #fish dispersal models in #river networks just got accepted in #EcoMod @ELSenviron