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Deep generative model for the inverse design of Van der Waals heterostructures. [PDF]
Gao S +9 more
europepmc +1 more source
Inverse Design of Molecular Qudits for Quantum Circuitry. [PDF]
Latham E, Bowen AM, Cox N, Chilton NF.
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Inverse Design of Materials by Machine Learning [PDF]
It is safe to say that every invention that has changed the world has depended on materials. At present, the demand for the development of materials and the invention or design of new materials is becoming more and more urgent since peoples’ current production and lifestyle needs must be changed to help mitigate the climate.
Yanan Chen, Yingxue Wang
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Inverse Design of FinFET SRAM Cells
2020 IEEE International Reliability Physics Symposium (IRPS), 2020A convenient method based on deep neural networks and an evolutionary algorithm is proposed for the inverse design of FinFET SRAM cells. Inverse design helps designers who have less device physics knowledge obtain cell configurations that provide the desired performance metrics under selected wearout conditions, such as a set specific stress time and ...
Rui Zhang 0048 +5 more
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Inverse Design via PLS Model Inversion
Ultimately, product formulation requires being able to answer a simple question: what needs to be done in order to guarantee the desired product characteristics? The answer and how to get to it, however, is not as easy to state, and several approaches have been developed in the past to tackle it.Daniel Palací-López +4 more
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Inverse design of urban procedural models
ACM Transactions on Graphics, 2012We propose a framework that enables adding intuitive high level control to an existing urban procedural model. In particular, we provide a mechanism to interactively edit urban models, a task which is important to stakeholders in gaming, urban planning, mapping, and navigation services.
Carlos A. Vanegas +4 more
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Heuristic driven inverse reflector design
Computers & Graphics, 2018Abstract This paper presents a global optimization algorithm specifically tailored for inverse reflector design problems. In such problems, the goal is to obtain a reflector shape that produces a light distribution as close as possible to a user-provided one.
Albert Mas +2 more
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Inverse Stochastic Microstructure Design
Acta Materialia, 2023Adam P. Generale +3 more
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Inverse Design of Integrated Photonic Structures
2019 21st International Conference on Transparent Optical Networks (ICTON), 2019Designs of photonic devices have been mainly based on intuitive and brute-force approach. However, there has been increasing demand in photonics to obtain high device performance and improved functionalities along with small footprints. Among the different algorithms developed so far, objective-first inverse design algorithm is one of the greatly ...
Yılmaz, Yusuf Abdulaziz +6 more
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Invisibility cloaks from forward design to inverse design
Science China Information Sciences, 2013In this paper, we review the invisibility cloak design methodologies and their experimental developments from a practical perspective, as well as basic underlying theories, derived materials, and experimental implementations. Particular stress is laid on the recent transition from forward design to inverse design where some significant limitations of ...
Su Xu +3 more
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