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Found 11 papers, 10 papers with code
Developing a Speech Recognition System for Recognizing Tonal Speech Signals Using a Convolutional Neural Network
Keywords: machine learning; Convolutional neural network; speech recognition; feature extraction; Praat; word error rate; speech signal
Efficient Bayesian inference of fully stochastic epidemiological models with applications to COVID-19
Epidemiological forecasts are beset by uncertainties about the underlying epidemiological processes, and the surveillance process through which data are acquired.
Methodology Populations and Evolution
Inference, prediction and optimization of non-pharmaceutical interventions using compartment models: the PyRoss library
The PyRoss library enables fitting to epidemiological data, as available, using Bayesian parameter inference, so that competing models can be weighed by their evidence.
Populations and Evolution Physics and Society Quantitative Methods
Self-propulsion of active droplets without liquid-crystalline order
The swimming of cells, far from any boundary, can arise in the absence of long-range liquid-crystalline order within the cytoplasm, but simple models of this effect are lacking.
Soft Condensed Matter Statistical Mechanics Biological Physics Fluid Dynamics
Age-structured impact of social distancing on the COVID-19 epidemic in India
The outbreak of the novel coronavirus, COVID-19, has been declared a pandemic by the WHO.
Controlled Optofluidic Crystallization of Colloids Tethered at Interfaces
We report experiments that show rapid crystallization of colloids tethered to an oil-water interface in response to laser illumination.
Soft Condensed Matter Statistical Mechanics
Hydrodynamic and phoretic interactions of active particles in Python
We present a modular Python library for computing many-body hydrodynamic and phoretic interactions between spherical active particles in suspension, when these are given by solutions of the Stokes and Laplace equations.
Soft Condensed Matter Statistical Mechanics Computational Physics Fluid Dynamics
Hydrodynamically interrupted droplet growth in scalar active matter
Suspensions of spherical active particles often show microphase separation.
Soft Condensed Matter Statistical Mechanics
Competing chemical and hydrodynamic interactions in autophoretic colloidal suspensions
At the surfaces of autophoretic colloids, slip velocities arise from local chemical gradients that are many-body functions of particle configuration and activity.
Soft Condensed Matter Statistical Mechanics
Flow-induced phase separation of active particles is controlled by boundary conditions
The results of numerical simulations of motion under the action of the active forces and torques are in excellent agreement with experiments.
Soft Condensed Matter
Universal hydrodynamic mechanisms for crystallization in active colloidal suspensions
Here we show that slow viscous flow produced by polar or apolar active colloids near plane walls mediates attractive hydrodynamic forces that drive crystallization.
Soft Condensed Matter
