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Automating crystal-structure phase mapping by combining deep learning with constraint reasoning.

, , , , , , , , , и . Nat. Mach. Intell., 3 (9): 812-822 (2021)

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John M Sullivan

John M MacMahon

Grégoire Laurence

Jean Gregoire

Mireille Grégoire

 

Другие публикации лиц с тем же именем

Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction., , , , , и . CoRR, (2023)Imitation Refinement., , , , и . CoRR, (2018)Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning., , , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 1500-1509. PMLR, (2020)Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research., , , , , , , , и . CoRR, (2023)Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery., , , , , , и . AAAI, стр. 636-643. AAAI Press, (2015)Automating crystal-structure phase mapping by combining deep learning with constraint reasoning., , , , , , , , , и . Nat. Mach. Intell., 3 (9): 812-822 (2021)Constraint Reasoning and Kernel Clustering for Pattern Decomposition with Scaling., , , , , и . CP, том 6876 из Lecture Notes in Computer Science, стр. 508-522. Springer, (2011)Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery., , , , , и . CPAIOR, том 10335 из Lecture Notes in Computer Science, стр. 104-112. Springer, (2017)Materials Representation and Transfer Learning for Multi-Property Prediction., , , и . CoRR, (2021)Physically Informed Graph-Based Deep Reasoning Net for Efficient Combinatorial Phase Mapping., , , , , , и . ICMLA, стр. 392-399. IEEE, (2023)