Real‐Time Self‐Optimization of Quantum Dot Laser Emissions During Machine Learning‐Assisted Epitaxy
This work presents a machine learning‐driven approach integrated with in situ high‐energy electron diffraction (RHEED) monitoring to automate the optimization of quantum dot (QD) growth for lasers. A 3.2‐fold increase in photoluminescence intensity is achieved alongside a narrow spectral linewidth.
Chao Shen+13 more
wiley +1 more source
Stochastic Differential Delay Equations with Markovian Switching [PDF]
Xuerong Mao+2 more
openalex +1 more source
Protected Chaos in a Topological Lattice
Topological and chaotic dynamics are often considered incompatible, with one expected to dominate or disrupt the other. This work reveals that topological localization can persist even under strong chaotic dynamics and, counter‐intuitively, protect chaotic behavior.
Haydar Sahin+6 more
wiley +1 more source
Comprehensive study of stochastic soliton solutions in nonlinear models with application to the Davey Stewartson equations. [PDF]
Madani YA+5 more
europepmc +1 more source
A healthcare toilet system is introduced to passively measure defecation behavior. Real‐time data on stool dropping duration, thickness, and a newly defined “eu‐tenesmus” interval show correlations with stool form and gender differences. Results from 45 defecation events reveal a promising method for comprehensive defecation analysis.
Zhiquan Song+16 more
wiley +1 more source
Almost Sure Exponential Stability of Neutral Stochastic Differential Difference Equations
Xiao Liao, Xuerong Mao
openalex +1 more source
Formulation and evaluation of ocean dynamics problems as optimization problems for quantum annealing machines. [PDF]
Matsuta T, Furue R.
europepmc +1 more source
Stacking Interventions Enhances Carbon Removals and Profitability of Livestock Production Systems
The study indicates that stacking multiple interventions aimed at maximising soil organic carbon (SOC) sequestration and enteric methane (CH4) reductions realizes greater abatement and profit do any singular intervention, especially when SOC sequestration accounts for a significant proportion of greenhouse gas emissions (GHG) mitigation. Abstract While
My Pham‐Kieu+3 more
wiley +1 more source
Circular insights for rhythmic health: A Bayesian approach with stochastic diffusion for characterizing human physiological rhythms with applications to arrhythmia detection. [PDF]
Chatterjee D, Saha S, Ghosh P.
europepmc +1 more source