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Papers matching “noise augmentation” 35

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Empowering Reactivity Predictions through Noise-Based Data Augmentation
2025 Journal of the American Chemical Society article Materials Science Machine Learning in Materials Science

Julian A. Hueffel, Quentin P. Bindschaedler, Francesco Sala, Franziska Schoenebeck

16

citations
A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis
2023 IEEE Transactions on Instrumentation and Measurement article Engineering Machine Fault Diagnosis Techniques

Yuan Wei, Zhijun Xiao, Shulin Liu, Kai‐Uwe Schröder, Hongchong Peng, Ababacar Michel Sarr, +1 more

26

citations
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification
2024 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Erma Perenda, Gérôme Bovet, Mariya Zhivkova Zheleva, Sofie Pollin

15

citations
Fast data augmentation for battery degradation prediction
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Weihan Li, Harshvardhan Samsukha, Bruis van Vlijmen, Lisen Yan, Samuel Greenbank, Simona Onori, +1 more

8

citations
Data augmentation for disruption prediction via robust surrogate models
2022 Journal of Plasma Physics article Computer Science Anomaly Detection Techniques and Applications Open access

Katharina Rath, David Rügamer, Bernd Bischl, U. von Toussaint, Cristina Rea, Andrew Maris, +2 more

8

citations
Integrity aspects for dual-frequency dual-constellation ground based augmentation system (GBAS)
2020 RWTH Publications (RWTH Aachen) dissertation Engineering GNSS positioning and interference Open access

Mihaela‐Simona Circiu

3

citations
Determining the orientation of radio antennas at the South Pole using Galactic noise measurements
2025 conference-paper Physics and Astronomy Radio Astronomy Observations and Technology Open access

Paras Koundal, Valeria Torres-Gomez, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, Juanan Aguilar, +90 more

0

citations
Robust Robotic Pouring using Audition and Haptics
2020 conference-paper Neuroscience Tactile and Sensory Interactions Open access

23

citations
Robust Robotic Pouring using Audition and Haptics
2020 RWTH Publications (RWTH Aachen) conference-paper Neuroscience Tactile and Sensory Interactions

Hongzhuo Liang, Chuangchuang Zhou, Shuang Li, Xiaojian Ma, Norman Hendrich, Timo Gerkmann, +3 more

16

citations
Benchmarking Deep Learning Super-resolution Techniques for Digital Elevation Models in Mountainous Regions
2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Image Processing Techniques Open access

Nazanin Bagherinejad, Antara Dasgupta, Julia Kowalski

0

citations
Speaker identification and localization using shuffled MFCC features and deep learning
2023 International Journal of Speech Technology article Computer Science Speech and Audio Processing Open access

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

18

citations
Robust Automatic Speaker Identification System Using Shuffled MFCC Features
2021 conference-paper Computer Science Speech Recognition and Synthesis

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

8

citations
A Rotational Invariant Neural Network for Electrical Impedance Tomography Imaging without Reference Voltage: RF-REIM-NET
2022 Diagnostics article Engineering Electrical and Bioimpedance Tomography Open access

Jöran Rixen, Benedikt Eliasson, Benjamin Hentze, Thomas Muders, Christian Putensen, Steffen K. Leonhardt, +1 more

7

citations
SWDD: Sonar Wall Detection Dataset
2024 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Tunneling and Rock Mechanics Open access

Martin Aubard, László Antal, Ana Maria Madureira

0

citations
SWDD: Sonar Wall Detection Dataset
2024 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Tunneling and Rock Mechanics Open access

Martin Aubard, László Antal, Ana Maria Madureira, Erika Ábrahám

0

citations
Supervised Contrastive Learning for RFF Identification With Limited Samples
2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

Yang Peng, Changbo Hou, Yibin Zhang, Yun Lin, Guan Gui, Haris Gacanin, +2 more

70

citations
Estimation of Gait Mechanics Based on Simulated and Measured IMU Data Using an Artificial Neural Network
2020 Frontiers in Bioengineering and Biotechnology article Health Professions Balance, Gait, and Falls Prevention Open access cited by 2 patents

Marion Mundt, Arnd Koeppe, Sina David, Tom Witter, Franz Bamer, Wolfgang Potthast, +1 more

172

citations
Identification of abrupt stiffness changes of structures with tuned mass dampers under sudden events
2020 Structural Control and Health Monitoring article Engineering Structural Health Monitoring Techniques Open access

Simon Schleiter, Okyay Altay

9

citations
Release your inhibitions: how synaptic dynamics shape efferent activity in the auditory system
2022 The Journal of Physiology article Neuroscience Hearing, Cochlea, Tinnitus, Genetics Open access

Thomas Kuenzel

0

citations
A branch-and-bound algorithm with growing datasets for large-scale parameter estimation
2024 European Journal of Operational Research article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Dominik Bongartz, Ian H. Bell, Nikolay Ivanov Nikolov, Angelos Tsoukalas

7

citations
Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space
2026 Batteries article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Josef Granwehr, Christoph Scheurer

0

citations
Model Predictive Control for Fast Frequency Control in Hybrid Renewable Plants: Increasing Robustness Through Enhanced Model Observability
2026 IEEE Open Journal of Industry Applications article Engineering Advanced Control Systems Optimization Open access

Tobias Heins, Mirko Ginocchi, Antonello Monti

0

citations
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging
2026 Lecture notes in computer science conference-paper Engineering Sparse and Compressive Sensing Techniques Open access

Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz

0

citations
Defensive Compressive Time Delay Estimation Using Information Bottleneck
2021 IEEE Signal Processing Letters article Engineering Sparse and Compressive Sensing Techniques Open access

Yiming Li, Rundong Wang, Yulin Hu, Junan Yang, Xiaoxia Cai

6

citations
RaNDT SLAM: Radar SLAM Based on Intensity-Augmented Normal Distributions Transform
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robotics and Sensor-Based Localization

Maximilian Hilger, Nils Mandischer, Burkhard J. Corves

6

citations