Inverse Design Strategies for 3D Surfaces Formed by Mechanically Guided Assembly.
Sign Up to like & getrecommendations! Published in 2020 at "Advanced materials"
DOI: 10.1002/adma.201908424
Abstract: Deterministic transformations of 2D patterns of materials into well-controlled 3D mesostructures serve as the basis for manufacturing methods that can bypass limitations of conventional 3D micro/nanofabrication. Here, guided mechanical buckling processes provide access to a… read more here.
Keywords: surfaces formed; design strategies; formed mechanically; strategies surfaces ... See more keywords
Robust design and analysis of a conformal expansion nozzle with inverse-design idea
Sign Up to like & getrecommendations! Published in 2017 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2017.11.009
Abstract: Abstract This paper examines robust optimization design and analysis of a conformal expansion nozzle of flying wing Unmanned Aerial Vehicle (UAV) with the inverse-design idea. In view of flow features and stealth constraints, the inverse-design… read more here.
Keywords: design idea; expansion nozzle; inverse design; conformal expansion ... See more keywords
An inverse design method for supercritical airfoil based on conditional generative models
Sign Up to like & getrecommendations! Published in 2021 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2021.03.006
Abstract: Abstract Inverse design has long been an efficient and powerful design tool in the aircraft industry. In this paper, a novel inverse design method for supercritical airfoils is proposed based on generative models in deep… read more here.
Keywords: method supercritical; generative models; inverse design; design method ... See more keywords
Inverse design of wind turbine blade sections for operation under icing conditions
Sign Up to like & getrecommendations! Published in 2019 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2018.11.015
Abstract: Abstract A methodology is developed to determine the shape of the two dimensional section of wind turbine blades considering the operation of wind turbine under icing conditions. An inverse design process provides the blade shape… read more here.
Keywords: inverse design; blade; wind turbine; design ... See more keywords
On the inverse design of discontinuous abrasive surface to lower friction-induced temperature in grinding: An example of engineered abrasive tools
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Machine Tools and Manufacture"
DOI: 10.1016/j.ijmachtools.2018.04.006
Abstract: In order to lower temperature, abrasive tools with passive-grinding, e.g. textured, areas (PGA) have been suggested. However, most of the reported PGA geometries (e.g. slots, holes) have been determined based on the engineering intuition (i.e.… read more here.
Keywords: temperature; surface; inverse design; discontinuous abrasive ... See more keywords
Inverse Design of Tetracene Polymorphs with Enhanced Singlet Fission Performance by Property-Based Genetic Algorithm Optimization
Sign Up to like & getrecommendations! Published in 2023 at "Chemistry of Materials"
DOI: 10.1021/acs.chemmater.2c03444
Abstract: The efficiency of solar cells may be improved by using singlet fission (SF), in which one singlet exciton splits into two triplet excitons. SF occurs in molecular crystals. A molecule may crystallize in more than… read more here.
Keywords: tetracene; genetic algorithm; property based; singlet fission ... See more keywords
Search for Catalysts by Inverse Design: Artificial Intelligence, Mountain Climbers, and Alchemists.
Sign Up to like & getrecommendations! Published in 2019 at "Chemical reviews"
DOI: 10.1021/acs.chemrev.8b00759
Abstract: In silico catalyst design is a grand challenge of chemistry. Traditional computational approaches have been limited by the need to compute properties for an intractably large number of possible catalysts. Recently, inverse design methods have… read more here.
Keywords: catalysts inverse; search catalysts; design artificial; inverse design ... See more keywords
Machine Learning Models for Inverse Design of the Electrochemical Oxidation Process for Water Purification.
Sign Up to like & getrecommendations! Published in 2023 at "Environmental science & technology"
DOI: 10.1021/acs.est.2c08771
Abstract: In this study, a machine learning (ML) framework is developed toward target-oriented inverse design of the electrochemical oxidation (EO) process for water purification. The XGBoost model exhibited the best performances for prediction of reaction rate… read more here.
Keywords: process; machine learning; water purification; inverse design ... See more keywords
A Generative Model for Inverse Design of Metamaterials
Sign Up to like & getrecommendations! Published in 2018 at "Nano letters"
DOI: 10.1021/acs.nanolett.8b03171
Abstract: The advent of metasurfaces in recent years has ushered in a revolutionary means to manipulate the behavior of light on the nanoscale. The design of such structures, to date, has relied on the expertise of… read more here.
Keywords: generative model; design metamaterials; inverse design; model inverse ... See more keywords
Inverse Design of Pore Wall Chemistry To Control Solute Transport and Selectivity
Sign Up to like & getrecommendations! Published in 2022 at "ACS Central Science"
DOI: 10.1021/acscentsci.2c01011
Abstract: Next-generation membranes for purification and reuse of highly contaminated water require materials with precisely tuned functionality to address key challenges, including the removal of small, charge-neutral solutes. Bioinspired multifunctional membrane surfaces enhance transport properties, but… read more here.
Keywords: design pore; chemistry; design; transport ... See more keywords
Inverse Design of Complex Block Copolymers for Exotic Self-Assembled Structures Based on Bayesian Optimization.
Sign Up to like & getrecommendations! Published in 2023 at "ACS macro letters"
DOI: 10.1021/acsmacrolett.3c00020
Abstract: Variable chain topologies of multiblock copolymers provide great opportunities for the formation of numerous self-assembled nanostructures with promising potential applications. However, the consequent large parameter space poses new challenges for searching the stable parameter region… read more here.
Keywords: self assembled; inverse design; block copolymers; bayesian optimization ... See more keywords