DCIts -- Deep Convolutional Interpreter for time series
Fuente:
arXiv
Saved in:
| Main Authors: | Horvatic, Davor, Baric, Domjan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep learning for the design of non-Hermitian topolectrical circuits
by: Chen, Xi, et al.
Published: (2024)
by: Chen, Xi, et al.
Published: (2024)
MixFunn: A Neural Network for Differential Equations with Improved Generalization and Interpretability
by: Farias, Tiago de Souza, et al.
Published: (2025)
by: Farias, Tiago de Souza, et al.
Published: (2025)
A Physics-informed Deep Operator for Real-Time Freeway Traffic State Estimation
by: Yu, Hongxin, et al.
Published: (2025)
by: Yu, Hongxin, et al.
Published: (2025)
Constructing artificial life and materials scientists with accelerated AI using Deep AndersoNN
by: Dajani, Saleem Abdul Fattah Ahmed Al, et al.
Published: (2024)
by: Dajani, Saleem Abdul Fattah Ahmed Al, et al.
Published: (2024)
Real-time, Adaptive Radiological Anomaly Detection and Isotope Identification Using Non-negative Matrix Factorization
by: Jones, Chandler, et al.
Published: (2025)
by: Jones, Chandler, et al.
Published: (2025)
Acoustic Structure Inverse Design and Optimization Using Deep Learning
by: Sun, Xuecong, et al.
Published: (2021)
by: Sun, Xuecong, et al.
Published: (2021)
Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models
by: Goyes-Peñafiel, Paul, et al.
Published: (2024)
by: Goyes-Peñafiel, Paul, et al.
Published: (2024)
Deep learning recognition and analysis of Volatile Organic Compounds based on experimental and synthetic infrared absorption spectra
by: Della Valle, Andrea, et al.
Published: (2025)
by: Della Valle, Andrea, et al.
Published: (2025)
Deep Learning to Automate Parameter Extraction and Model Fitting of Two-Dimensional Transistors
by: Bennett, Robert K. A., et al.
Published: (2025)
by: Bennett, Robert K. A., et al.
Published: (2025)
CHLU: The Causal Hamiltonian Learning Unit as a Symplectic Primitive for Deep Learning
by: Jawahar, Pratik, et al.
Published: (2026)
by: Jawahar, Pratik, et al.
Published: (2026)
Leveraging KANs For Enhanced Deep Koopman Operator Discovery
by: Nehma, George, et al.
Published: (2024)
by: Nehma, George, et al.
Published: (2024)
Deep learning-enhanced dual-mode multiplexed optical sensor for point-of-care diagnostics of cardiovascular diseases
by: Han, Gyeo-Re, et al.
Published: (2025)
by: Han, Gyeo-Re, et al.
Published: (2025)
Design of Resistive Frequency Selective Surface based Radar Absorbing Structure-A Deep Learning Approach
by: Sutrakar, Vijay Kumar, et al.
Published: (2025)
by: Sutrakar, Vijay Kumar, et al.
Published: (2025)
PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy
by: Wei, Ziwei, et al.
Published: (2025)
by: Wei, Ziwei, et al.
Published: (2025)
Multi-Task Deep Learning for Surface Metrology
by: Kucharski, D., et al.
Published: (2025)
by: Kucharski, D., et al.
Published: (2025)
Real-time Multi-instrument Autonomous Discovery of Novel Phase-change Memory Materials
by: Lee, Chih-Yu, et al.
Published: (2026)
by: Lee, Chih-Yu, et al.
Published: (2026)
Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces
by: Kuberan, Vijay, et al.
Published: (2025)
by: Kuberan, Vijay, et al.
Published: (2025)
Uncertainty Reasoning with Photonic Bayesian Machines
by: Brückerhoff-Plückelmann, F., et al.
Published: (2025)
by: Brückerhoff-Plückelmann, F., et al.
Published: (2025)
ASPEN: An Adaptive Spectral Physics-Enabled Network for Ginzburg-Landau Dynamics
by: Chrisnanto, Julian Evan, et al.
Published: (2025)
by: Chrisnanto, Julian Evan, et al.
Published: (2025)
Adaptive Fusion Graph Network for 3D Strain Field Prediction in Solid Rocket Motor Grains
by: Huang, Jiada, et al.
Published: (2025)
by: Huang, Jiada, et al.
Published: (2025)
Full-Precision and Ternarised Neural Networks with Tunnel-Diode Activation Functions: Computing and Physics Perspectives
by: McNaughton, Jake, et al.
Published: (2025)
by: McNaughton, Jake, et al.
Published: (2025)
Early wind turbine alarm prediction based on machine learning: AlarmForecasting
by: Shah, Syed Shazaib, et al.
Published: (2025)
by: Shah, Syed Shazaib, et al.
Published: (2025)
Spintronic Bayesian Hardware Driven by Stochastic Magnetic Domain Wall Dynamics
by: Wang, Tianyi, et al.
Published: (2025)
by: Wang, Tianyi, et al.
Published: (2025)
Defining Energy Indicators for Impact Identification on Aerospace Composites: A Physics-Informed Machine Learning Perspective
by: Marinho, Natália Ribeiro, et al.
Published: (2025)
by: Marinho, Natália Ribeiro, et al.
Published: (2025)
A fast sound power prediction tool for genset noise using machine learning
by: Pargal, Saurabh, et al.
Published: (2025)
by: Pargal, Saurabh, et al.
Published: (2025)
A Certifiable Machine Learning-Based Pipeline to Predict Fatigue Life of Aircraft Structures
by: Ladrón, Ángel, et al.
Published: (2025)
by: Ladrón, Ángel, et al.
Published: (2025)
A Novel Proposal in Wind Turbine Blade Failure Detection: An Integrated Approach to Energy Efficiency and Sustainability
by: Abarca-Albores, Jordan, et al.
Published: (2025)
by: Abarca-Albores, Jordan, et al.
Published: (2025)
Resonant-Tunnelling Diode Reservoir Computing System for Image Recognition
by: Abbas, A. H., et al.
Published: (2025)
by: Abbas, A. H., et al.
Published: (2025)
Bubble2Heat: Optical to Thermal Inference in Pool Boiling Using Physics-encoded Generative AI
by: Fu, Qianxi, et al.
Published: (2025)
by: Fu, Qianxi, et al.
Published: (2025)
MeshODENet: A Graph-Informed Neural Ordinary Differential Equation Neural Network for Simulating Mesh-Based Physical Systems
by: Liu, Kangzheng, et al.
Published: (2025)
by: Liu, Kangzheng, et al.
Published: (2025)
PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty
by: Haywood-Alexander, Marcus, et al.
Published: (2026)
by: Haywood-Alexander, Marcus, et al.
Published: (2026)
Weighted Bayesian Conformal Prediction
by: Lou, Xiayin, et al.
Published: (2026)
by: Lou, Xiayin, et al.
Published: (2026)
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials
by: Yuan, Lingxiao, et al.
Published: (2024)
by: Yuan, Lingxiao, et al.
Published: (2024)
Training all-mechanical neural networks for task learning through in situ backpropagation
by: Li, Shuaifeng, et al.
Published: (2024)
by: Li, Shuaifeng, et al.
Published: (2024)
Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures
by: Bond, R. Bailey, et al.
Published: (2024)
by: Bond, R. Bailey, et al.
Published: (2024)
Spectral Model eXplainer: a chemically-grounded explainability framework for spectral-based machine learning models
by: Ribeiro, Jose Vinicius, et al.
Published: (2026)
by: Ribeiro, Jose Vinicius, et al.
Published: (2026)
Characterization of Locality in Spin States and Forced Moves for Optimizations
by: Sato, Yoshiki, et al.
Published: (2023)
by: Sato, Yoshiki, et al.
Published: (2023)
A Neural Network Transformer Model for Composite Microstructure Homogenization
by: Pitz, Emil, et al.
Published: (2023)
by: Pitz, Emil, et al.
Published: (2023)
PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model
by: Hassanaly, Malik, et al.
Published: (2023)
by: Hassanaly, Malik, et al.
Published: (2023)
Phononic materials with effectively scale-separated hierarchical features using interpretable machine learning
by: Bastawrous, Mary V., et al.
Published: (2024)
by: Bastawrous, Mary V., et al.
Published: (2024)
Similar Items
-
Deep learning for the design of non-Hermitian topolectrical circuits
by: Chen, Xi, et al.
Published: (2024) -
MixFunn: A Neural Network for Differential Equations with Improved Generalization and Interpretability
by: Farias, Tiago de Souza, et al.
Published: (2025) -
A Physics-informed Deep Operator for Real-Time Freeway Traffic State Estimation
by: Yu, Hongxin, et al.
Published: (2025) -
Constructing artificial life and materials scientists with accelerated AI using Deep AndersoNN
by: Dajani, Saleem Abdul Fattah Ahmed Al, et al.
Published: (2024) -
Real-time, Adaptive Radiological Anomaly Detection and Isotope Identification Using Non-negative Matrix Factorization
by: Jones, Chandler, et al.
Published: (2025)