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Constraint Reasoning and Kernel Clustering for Pattern Decomposition with Scaling.

, , , , , and . CP, volume 6876 of Lecture Notes in Computer Science, page 508-522. Springer, (2011)

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Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy., , and . CoRR, (2019)Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery., , , , , , and . AAAI, page 636-643. AAAI Press, (2015)Imitation Refinement., , , , and . CoRR, (2018)Phase Mapper: Accelerating Materials Discovery with AI., , , , , , , , , and . AI Mag., 39 (1): 15-26 (2018)Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery., , , , , , , , , and 1 other author(s). CoRR, (2016)Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction., , , , , and . CoRR, (2023)M2Hub: Unlocking the Potential of Machine Learning for Materials Discovery., , , , , , , , and . CoRR, (2023)Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research., , , , , , , , and . CoRR, (2023)Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 1500-1509. PMLR, (2020)Automating crystal-structure phase mapping by combining deep learning with constraint reasoning., , , , , , , , , and . Nat. Mach. Intell., 3 (9): 812-822 (2021)