DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: A modular GUI-based program for genetic algorithm-based feedback-assisted wavefront shaping

Journal Article · · JPhys Photonics

Abstract We have developed a modular graphical user interface (GUI)-based program for use in genetic algorithm-based feedback-assisted wavefront shaping. The program uses a class-based structure to separate out the universal modules (e.g. GUI, multithreading, optimization algorithms) and hardware-specific modules (e.g. code for different SLMs and cameras). This modular design makes the program easily adaptable to a wide range of lab equipment, while providing easy access to a GUI, multithreading, and three optimization algorithms (phase-stepping, simple genetic, and microgenetic).

Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
NA0004083
OSTI ID:
2437807
Journal Information:
JPhys Photonics, Journal Name: JPhys Photonics Journal Issue: 4 Vol. 6; ISSN 2515-7647
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (30)

Comparison among five evolutionary-based optimization algorithms journal January 2005
Focusing light through scattering media using the harmony search algorithm for phase optimization of wavefront shaping journal April 2018
Phase control algorithms for focusing light through turbid media journal June 2008
Deep-tissue focal fluorescence imaging with digitally time-reversed ultrasound-encoded light journal January 2012
Exploiting disorder for perfect focusing journal February 2010
Coherent Raman Generation Controlled by Wavefront Shaping journal February 2019
Effect of experimental parameters on wavefront-shaping-assisted bidirectional focusing in opaque media journal June 2022
Binary wavefront optimization using particle swarm algorithm journal May 2018
Genetic algorithms for focusing inside opaque media journal July 2020
Effect of experimental parameters on optimal reflection of light from opaque media journal January 2016
Universal Optimal Transmission of Light Through Disordered Materials journal September 2008
Measuring the Transmission Matrix in Optics: An Approach to the Study and Control of Light Propagation in Disordered Media journal March 2010
Genetic algorithm for feedback-based wavefront shaping in optical imaging conference February 2019
Spatial control of second-harmonic light from a disordered structure conference June 2012
A comparative study of optimization algorithms for wavefront shaping journal July 2019
A thorough study on genetic algorithms in feedback-based wavefront shaping journal July 2019
Microgenetic optimization algorithm for optimal wavefront shaping journal February 2015
Simulated annealing optimization in wavefront shaping controlled transmission journal July 2018
Digital phase conjugation of second harmonic radiation emitted by nanoparticles in turbid media journal May 2010
Scattered light fluorescence microscopy in three dimensions journal January 2012
Genetic algorithm optimization for focusing through turbid media in noisy environments journal January 2012
Light scattering control in transmission and reflection with neural networks journal January 2018
Blind focusing through strongly scattering media using wavefront shaping with nonlinear feedback journal April 2019
Focusing coherent light through opaque strongly scattering media journal January 2007
Controlling the diffused nonlinear light generated in random materials journal May 2012
Polarization control of multiply scattered light through random media by wavefront shaping journal November 2012
Wavefront shaping enhanced Raman scattering in a turbid medium journal April 2016
Second-harmonic focusing by a nonlinear turbid medium via feedback-based wavefront shaping journal May 2017
Monitoring sub-surface chemical reactions in heterogeneous materials using wavefront-shaping-assisted bidirectional focusing journal April 2022
Focusing light by wavefront shaping through disorder and nonlinearity journal January 2017