inverse design
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scholarly journals High-performance hybrid time/frequency-domain topology optimization for large-scale photonics inverse design

2022 ◽  
Author(s):  
Alec Hammond ◽  
Ardavan Oskooi ◽  
Mo Chen ◽  
Zin Lin ◽  
Steven Johnson ◽  
...  
Keyword(s):  
Topology Optimization ◽  
Frequency Domain ◽  
High Performance ◽  
Large Scale ◽  
Inverse Design ◽  
Time Frequency

Inverse Design of Inflatable Soft Membranes Through Machine Learning

2022 ◽  
pp. 2111610
Author(s):  
Antonio Elia Forte ◽  
Paul Z. Hanakata ◽  
Lishuai Jin ◽  
Emilia Zari ◽  
Ahmad Zareei ◽  
...  
Keyword(s):  
Machine Learning ◽  
Inverse Design

scholarly journals Machine-learning-assisted inverse design of scattering enhanced metasurface

2022 ◽  
Author(s):  
Hai Lin ◽  
junjie hou ◽  
jing jin ◽  
yumei wang ◽  
Rongxin Tang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Inverse Design

Actively Searching: Inverse Design of Novel Molecules with Simultaneously Optimized Properties

2022 ◽  
Author(s):  
Nicolae C. Iovanac ◽  
Robert MacKnight ◽  
Brett M. Savoie
Keyword(s):  
Inverse Design

Inverse Design of 2D-Mechanical Metamaterials with Spinodal Topologies under Uncertainty

2022 ◽  
Author(s):  
Kiara L. McMillan ◽  
Doğacan S. Öztürk ◽  
Pinar Acar
Keyword(s):  
Inverse Design ◽  
Mechanical Metamaterials

Inverse Design under Uncertainty using Conditional Normalizing Flows

2022 ◽  
Author(s):  
Panagiotis Tsilifis ◽  
Sayan Ghosh
Keyword(s):  
Inverse Design ◽  
Design Under Uncertainty

Design-space exploration for inverse-design of wind turbine blades using data-driven methods

2022 ◽  
Author(s):  
Ganesh Vijayakumar ◽  
Yong Su Jung ◽  
James D. Baeder ◽  
Shreyas Ananthan
Keyword(s):  
Wind Turbine ◽  
Design Space Exploration ◽  
Design Space ◽  
Space Exploration ◽  
Turbine Blades ◽  
Inverse Design ◽  
Data Driven ◽  
Wind Turbine Blades ◽  
Using Data

Inverse design for advanced building envelope materials, systems and operation

2022 ◽  
pp. 377-402
Author(s):  
Roel C.G.M. Loonen ◽  
Samuel de Vries ◽  
Francesco Goia
Keyword(s):  
Building Envelope ◽  
Inverse Design
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