Noise Effects on Periodic Soliton
Tracking how stochastic noise intensity κ reshapes the amplitude of a periodic soliton across space and time.
Applied & Computational Mathematics
Researcher & Aspiring Scientist
Hi, I'm an enthusiastic researcher and aspiring scientist exploring how noise and fractional-order effects reshape solitons and other nonlinear wave structures — then carrying those same numerical tools into messier, real-world signals like river floods and shifting land cover.
|φ(x,t)| — periodic soliton amplitude under stochastic perturbation
Research focus
Four linked numerical studies on how stochastic noise and fractional-order derivatives change the behaviour of soliton solutions — amplitude, stability, and growth rate.
Tracking how stochastic noise intensity κ reshapes the amplitude of a periodic soliton across space and time.
Combining fractional-order derivatives with stochastic noise to see how the two effects compound in soliton evolution.
Growth-rate analysis of modulation instability as a function of noise intensity σ, tracked across real and imaginary components.
Comparing soliton solutions Q(x,t) across fractional orders α, from integer order down to near-integer fractional dynamics.
From theory to the field
The same numerical instincts, pointed at real, messy data.
Adapted a fractional stochastic PDE model from Maple into MATLAB and Python — debugging the symbolic-to-numeric conversion until it recovered stable solution families for flood behaviour.
Thesis work detecting and predicting land use / land cover change — Random Forest classification over multi-epoch satellite imagery, projected forward with CA-Markov modelling.
Get in touch
If you're interested in joining my research team, collaborating, or just want to talk about fractional PDEs and solitons, I'd love to hear from you.