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Title: Quantum-inspired genetic algorithm for designing planar multilayer photonic structure

Journal Article · · npj Computational Materials

Not Available

Sponsoring Organization:
USDOE
Grant/Contract Number:
NONE; AC05-00OR22725
OSTI ID:
2477136
Journal Information:
npj Computational Materials, Journal Name: npj Computational Materials Journal Issue: 1 Vol. 10; ISSN 2057-3960
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (58)

The Physical Implementation of Quantum Computation journal September 2000
Infrared‐Reflective Transparent Hyperbolic Metamaterials for Use in Radiative Cooling Windows journal September 2022
Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy journal July 2019
Highly‐Scattering Cellulose‐Based Films for Radiative Cooling journal January 2022
Structural Design of Cathodes for Li-S Batteries journal April 2015
Multiscale Understanding and Architecture Design of High Energy/Power Lithium‐Ion Battery Electrodes journal May 2020
Giant Thermal Rectification from Polyethylene Nanofiber Thermal Diodes journal July 2015
A Tool for Classification and Regression Using Random Forest Methodology: Applications to Landslide Susceptibility Mapping and Soil Thickness Modeling journal January 2017
Quantum-inspired evolutionary algorithms: a survey and empirical study journal June 2010
A review on genetic algorithm: past, present, and future journal October 2020
The quest for a Quantum Neural Network journal August 2014
Can quantum genetic algorithm really improve quantum backpropagation neural network? journal March 2023
A data-efficient self-supervised deep learning model for design and characterization of nanophotonic structures journal June 2020
Optimization of Thermal and Structural Design in Lithium-Ion Batteries to Obtain Energy Efficient Battery Thermal Management System (BTMS): A Critical Review journal April 2021
Determination of the Critical Slip Surface of Slope Based on the Improved Quantum Genetic Algorithm and Random Forest journal February 2022
Variable selection and prediction of uniaxial compressive strength and modulus of elasticity by random forest journal September 2018
Shape optimization of 2D structures using simulated annealing journal July 2007
Credit spread approximation and improvement using random forest regression journal August 2019
Transparent radiative cooling films containing poly(methylmethacrylate), silica, and silver journal December 2021
Hybrid inverse design of photonic structures by combining optimization methods with neural networks journal December 2022
A materials perspective on radiative cooling structures for buildings journal September 2020
Wide-angle spectral filter for energy-saving windows designed by quantum annealing-enhanced active learning journal March 2024
Generative Model for the Inverse Design of Metasurfaces journal September 2018
Transparent Glass Surfaces with Silica Nanopillars for Radiative Cooling journal December 2022
High-Performance Transparent Radiative Cooler Designed by Quantum Computing journal November 2022
Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials journal May 2018
Optimization of Multilayer Optical Films with a Memetic Algorithm and Mixed Integer Programming journal December 2017
Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures journal January 2018
Random Forests journal January 2001
Passive radiative cooling below ambient air temperature under direct sunlight journal November 2014
Radiative cooling to deep sub-freezing temperatures through a 24-h day–night cycle journal December 2016
What is — and what is not — an optical isolator journal July 2013
Photonic structures in radiative cooling journal June 2023
Photonic thermal management of coloured objects journal October 2018
Dual-mode solid-state thermal rectification journal August 2020
Deep learning for the design of photonic structures journal October 2020
Quantum annealing in the transverse Ising model journal November 1998
Designing metamaterials with quantum annealing and factorization machines journal March 2020
Adiabatic quantum computation journal January 2018
Quantum-Inspired Genetic Algorithm for Resource-Constrained Project-Scheduling journal January 2021
A Surrogate Model Assisted Quantum-inspired Evolutionary Algorithm for Hyperparameter Optimization in Machine Learning conference June 2019
Improved Quantum Genetic Algorithm and Its Application in Nutritional Diet Optimization conference January 2008
Scalable-manufactured randomized glass-polymer hybrid metamaterial for daytime radiative cooling journal February 2017
A radiative cooling structural material journal May 2019
Quantum annealing-aided design of an ultrathin-metamaterial optical diode journal May 2024
CART: Classification and Regression Trees book April 2009
Some theoretical aspects of thin-film optics and their applications journal October 1993
Application of the needle optimization technique to the design of optical coatings journal January 1996
Formulation for stable and efficient implementation of the rigorous coupled-wave analysis of binary gratings journal January 1995
Topological encoding method for data-driven photonics inverse design journal January 2020
Design of an ultra-broadband near-perfect bilayer grating metamaterial absorber based on genetic algorithm journal May 2020
Deep learning in nano-photonics: inverse design and beyond journal January 2021
Genetic-algorithm-based deep neural networks for highly efficient photonic device design journal May 2021
Designing nanophotonic structures using conditional deep convolutional generative adversarial networks journal June 2019
Machine learning–assisted global optimization of photonic devices journal October 2020
Quantum Computing in the NISQ era and beyond journal August 2018
Combined Radiative Cooling and Solar Thermal Collection: Experimental Proof of Concept journal February 2020
A Multi-Objective Genetic Algorithm Approach for Silicon Photonics Design journal January 2024

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