INVERSE AND FORWARD MODELING MACHINE LEARNING-BASED GENERATIVE DESIGN

• 1. 基于机器学习进行逆向光刻最优特征向量设计的方法 [P] . 中国专利： CN111310407A . 2020-06-19
• 2. 一种基于逆向建模及AR技术的室内设计系统及方法 [P] . 中国专利： CN113313814A . 2021-08-27
• 3. INVERSE AND FORWARD MODELING MACHINE LEARNING-BASED GENERATIVE DESIGN [P] . EP3928175A1 . 2021-12-29

  机译： 基于逆向和转发建模机的生成设计

• 4. Generative Model for Inverse Design of Materials, Devices, and Structures [P] . US2021281349A1 . 2021-09-09

  机译： 材料，装置和结构逆设计的生成模型

• 5. GENERATIVE MODEL FOR INVERSE DESIGN OF MATERIALS, DEVICES, AND STRUCTURES [P] . WO2021176868A1 . 2021-09-10

  机译： 材料，装置和结构逆设计的生成模型

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• 2. Machine learning-based constitutive models for cement-grouted coal specimens under shearing [J] . Guichen Li, Yuantian Sun, Chongchong Qi 矿业科学技术学报：英文版 . 2021,第005期
• 3. Machine learning-based ionic liquids design and process simulation for CO_(2) separation from flue gas [J] . Kai Wang, Huijin Xu, Chen Yang, 绿色能源与环境：英文版 . 2021,第003期
• 4. Inverse Molecule Design with Invertible Neural Networks as Generative Models [J] . Wei Hu 生物医学工程（英文） . 2021,第007期
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• 6. Inverse Molecule Design with Invertible Neural Networks as Generative Models [J] . Wei Hu Journal of Biomedical Science and Engineering . 2021,第7期
• 7. Rapid Microwave Optimization Using a Design Database and Inverse/Forward Metamodels [C] . Anna Pietrenko-Dabrowska, Slawomir Koziel, John W. Bandler IEEE/MTT-S International Microwave Symposium . 2020
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• 9. Modeling design and machine learning-based framework for optimal injectability of microparticle-based drug formulations [O] . Morteza Sarmadi, Adam M. Behrens, Kevin J. McHugh, 2020
• 10. A Generative Machine Learning-Based Approach for Inverse Design of Multilayer Metasurfaces [O] . Parinaz Naseri, Sean V. Hum 2021

• 1. Fast and Accurate Machine Learning Inverse Lithography Using Physics Based Feature Maps and Specially Designed DCNN [J] . Xuelong Shi ,Yan Yan ,Tao Zhou . 微电子制造学报 . 2020,第004期
• 2. 逆向配气凸轮建模及其设计优化 [C] . Bai Junai ,白军爱 ,Liu Guangfeng . 第十八届全国大功率柴油机学术年会暨第十五届华东四省一市内燃机学会联合学术年会 . 2013
• 3. 基于机器学习的中红外窄带热辐射光源的逆向设计 [A] . 王若怡 . 2020