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Papers matching “statistical learning” 368

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Multiple components of statistical word learning are resource dependent: Evidence from a dual-task learning paradigm
2021 Memory & Cognition article Psychology Child and Animal Learning Development Open access

Tanja C. Roembke, Bob McMurray

18

citations
Cross-Situational Statistical Learning of New Words Despite Bilateral Hippocampal Damage and Severe Amnesia
2020 Frontiers in Human Neuroscience article Neuroscience Memory and Neural Mechanisms Open access

David E. Warren, Tanja C. Roembke, Natalie V. Covington, Bob McMurray, Melissa Collins Duff

18

citations
On kernel-based statistical learning in the mean field limit
2023 RWTH Publications (RWTH Aachen) preprint Physics and Astronomy Statistical Mechanics and Entropy Open access

Christian Fiedler, Michaël Herty, Sebastian Trimpe

0

citations
Statistical learning for fluid flows: Sparse Fourier divergence-free approximations
2021 Physics of Fluids article Decision Sciences Probabilistic and Robust Engineering Design Open access

Luis Espath, Dmitry I. Kabanov, Jonas Kiessling, Raul F. Tempone

4

citations
Automated Analysis of Continuum Fields from Atomistic Simulations Using Statistical Machine Learning
2022 Advanced Engineering Materials article Materials Science Machine Learning in Materials Science Open access

Aruna Prakash, Stefan Sandfeld

3

citations
Statistical Learning of Frequent Distractor Locations in Visual Search Involves Regional Signal Suppression in Early Visual Cortex
2021 Cerebral Cortex article Neuroscience Visual perception and processing mechanisms

Bei Zhang, Ralph Weidner, Fredrik Allenmark, Sabine Bertleff, Gereon R. Fink, Zhuanghua Shi, +1 more

49

citations
Statistical learning of frequent distractor locations in visual search involves regional signal suppression in early visual cortex
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

Bei Zhang, Ralph Weidner, Fredrik Allenmark, Sabine Bertleff, Gereon R. Fink, Zhuanghua Shi, +1 more

3

citations
Statistical Learning Theory for Distributional Classification
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Mathematics Statistical Methods and Inference Open access

Christian Fiedler

0

citations
Detection of abnormal SOH estimates in battery field data using statistical learning
2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Valentin Steininger, Katharina Lilith Quade, Katharina Rumpf, Stephan Bihn, Jürgen Ringler, Dirk Uwe Sauer, +1 more

3

citations
The Influence of Bilingualism on Statistical Word Learning: A Registered Report
2023 preprint Computer Science Natural Language Processing Techniques Open access

Matilde Ellen Simonetti, Megan Galligan Lorenz, Iring Koch, Tanja C. Roembke

2

citations
The influence of bilingualism on statistical word learning: a registered report
2025 Royal Society Open Science article Psychology Language Development and Disorders Open access

Matilde Ellen Simonetti, Megan Galligan Lorenz, Iring Koch, Tanja C. Roembke

1

citations
Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning
2025 Engineering Failure Analysis article Materials Science High-Velocity Impact and Material Behavior Open access

Johannes Tlatlik, Nils Rump, Sebastian Münstermann

5

citations
Large-scale field data-based battery aging prediction driven by statistical features and machine learning
2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Qiushi Wang, Zhenpo Wang, Peng Liu, Lei Zhang, Dirk Uwe Sauer, Weihan Li

53

citations
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data
2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent

Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more

4

citations
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 2021 60th IEEE Conference on Decision and Control (CDC) conference-paper Engineering Control Systems and Identification Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

10

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2020 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

1

citations
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

0

citations
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data
2026 International Journal of Material Forming article Materials Science Machine Learning in Materials Science Open access

Medad Chiedozie C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more

0

citations
Personality Traits Moderate the Relationship between Statistical Learning Ability and Second-Language Learners' Sentence Comprehension
2020 RWTH Publications (RWTH Aachen) conference-paper Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access

Elma Kerz, Daniel Wiechmann, Tandis Silkens

0

citations
State estimation of urban air pollution with statistical, physical, and super-learning graph models
2024 Advances in Computational Science and Engineering article Environmental Science Wind and Air Flow Studies Open access

Matthieu Dolbeault, Olga Mula, Agustín Somacal

1

citations
Discussion on Assessing Predictability of Environmental Time Series With Statistical and Machine Learning Models
2025 Environmetrics article Engineering Fault Detection and Control Systems Open access

Ansgar Steland

0

citations
Detection of abnormal SOH estimates in battery field data using statistical learning
2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

0

citations
Reduction of Platelet Outdating and Shortage by Forecasting Demand With Statistical Learning and Deep Neural Networks: Modeling Study (Preprint)
2021 preprint Computer Science Machine Learning in Healthcare

Maximilian Schilling, Lennart Rickmann, Gabriele Hutschenreuter, Cord Spreckelsen

0

citations
Reduction of Platelet Outdating and Shortage by Forecasting Demand With Statistical Learning and Deep Neural Networks: Modeling Study
2021 JMIR Medical Informatics article Business, Management and Accounting Blood donation and transfusion practices Open access

Maximilian Schilling, Lennart Rickmann, Gabriele Hutschenreuter, Cord Spreckelsen

25

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2022 Applied and numerical harmonic analysis book-chapter Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

12

citations