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Learning Governing Equations of Unobserved States in Dynamical Systems

• Authors : Grigorian, Gevik; George, Sandip V.; Arridge, Simon

Subjects: Computer Science - Machine Learning

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Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems

• Authors : Haitsiukevich, Katsiaryna; Poyraz, Onur; Marttinen, Pekka

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

• Source: IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2024

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Duck Eggs and Black-Yolked Salted Duck Eggs: Bacterial Diversity on Eggshells and Gene Function Prediction Using Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt)

• Authors : SUN Jing, YANG Xue, PENG Xu, LU Lizhi, ZENG Tao, SHAN Yumeng, ZHOU Bin, LIANG Zhenhua, JIA Ming, SHEN Jie, DU Jinping

Subjects: duck eggs; high-throughput sequencing; bacterial diversity

• Source: Shipin Kexue, Vol 44, Iss 14, Pp 116-124 (2023)

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Physics-informed Machine Learning Method for Forecasting and Uncertainty Quantification of Partially Observed and Unobserved States in Power Grids

• Authors : Tipireddy, Ramakrishna; Tartakovsky, Alexandre

Subjects: Electrical Engineering and Systems Science - Signal Processing

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Learning governing equations of unobserved states in dynamical systems

• Authors : Grigorian, Gevik; George, Sandip; Arridge, Simon

Subjects: Science & Technology; Physical Sciences; Mathematics

• Source: Physica D: Nonlinear Phenomena , 472 , Article 134499. (2025)

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Physics-informed Machine Learning Method for Forecasting and Uncertainty Quantification of Partially Observed and Unobserved States in Power Grids

• Authors : Tartakovsky, Alexandre; Tipireddy, Ramakrishna

Subjects: Integrating Distributed or Renewable Resources; Electric Energy Systems; Machine Learning

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N6,N6‐Dimethyl‐l‐Lysine: An Anti‐Obesity Metabolite of Lactiplantibacillus plantarum R2‐5 From Longevity Area Revealed by Multi‐Omics Analysis

• Authors : Man Su; Lina Zhao; Chen Li

Subjects: anti‐obesity; longevity areas; multi‐omics technologies

• Source: Food Frontiers, Vol 6, Iss 2, Pp 940-955 (2025)

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Methods of Fuzzy Set in Simulation for Predicting Unobserved States of the Ecological and Geoengineering Systems

• Authors : Yeremeyev, I.; Dychko, A.; Kyselov, V.

• Source: Latvian Journal of Physics and Technical Sciences ; volume 58, issue 4, page 69-78 ; ISSN 2255-8896

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Enzymes associated with arabinoxylan degradation, pentose metabolism, or short chain fatty acid production that were selected for gene prediction-based analysis using Phylogenetic Investigation of Communities by Reconstruction of Unobserved States.

• Authors : Amy L. Petry (10042069); John F. Patience (8898323); Lucas R. Koester (9160658)

Subjects: Biochemistry; Microbiology; Cell Biology

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S1 Text - IonBench: A benchmark of optimisation strategies for mathematical models of ion channel currents

• Authors : Matt J. Owen; Gary R. Mirams

Subjects: Biophysics; Medicine; Sociology

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