January 08, 2021 article Open access Deep learning-enabled framework for automatic lens design starting point generation Optics Express DOI: 10.1364/oe.401590 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 4 stored of 84 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Exploration of observation space extensions for reinforcement learning in automated optics design 2025 conference-paper Engineering Advanced optical system design 0 citations Deep learning neural network designed large dimensional neutron focusing metalens 2025 The European Physical Journal Plus article Materials Science Metamaterials and Metasurfaces Applications 1 citations Evaluation of action spaces for reinforcement learning in optical design 2024 conference-paper Engineering Advanced optical system design 1 citations Reinforcement learning for guiding optimization processes in optical design 2022 SPIE Applications of Machine Learning conference-paper Engineering Advanced optical system design 4 citations 4 results References 0