MixFunn: A Neural Network for Differential Equations with Improved Generalization and Interpretability
Fuente:
arXiv
Guardado en:
| Autores principales: | Farias, Tiago de Souza, de Lima, Gubio Gomes, Maziero, Jonas, Villas-Boas, Celso Jorge |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Assessing the Advantages and Limitations of Quantum Neural Networks in Regression Tasks
por: de Limaa, Gubio G., et al.
Publicado: (2025)
por: de Limaa, Gubio G., et al.
Publicado: (2025)
Quantum computation over the vibrational modes of a single trapped ion
por: Ricardo, Alexandre C., et al.
Publicado: (2024)
por: Ricardo, Alexandre C., et al.
Publicado: (2024)
An introduction to Neural Networks for Physicists
por: de Miranda, G. Café, et al.
Publicado: (2025)
por: de Miranda, G. Café, et al.
Publicado: (2025)
Introdução a rede neural para Físicos
por: de Lima, Gubio Gomes, et al.
Publicado: (2025)
por: de Lima, Gubio Gomes, et al.
Publicado: (2025)
A short review on qudit quantum machine learning
por: Farias, Tiago de Souza, et al.
Publicado: (2025)
por: Farias, Tiago de Souza, et al.
Publicado: (2025)
QuForge: A Library for Qudits Simulation
por: Farias, Tiago de Souza, et al.
Publicado: (2024)
por: Farias, Tiago de Souza, et al.
Publicado: (2024)
Barren plateaus are amplified by the dimension of qudits
por: Friedrich, Lucas, et al.
Publicado: (2024)
por: Friedrich, Lucas, et al.
Publicado: (2024)
MeshODENet: A Graph-Informed Neural Ordinary Differential Equation Neural Network for Simulating Mesh-Based Physical Systems
por: Liu, Kangzheng, et al.
Publicado: (2025)
por: Liu, Kangzheng, et al.
Publicado: (2025)
Dark States of Light and the Hidden Energy in Thermal Radiation Detection
por: Villas-Boas, Celso Jorge, et al.
Publicado: (2025)
por: Villas-Boas, Celso Jorge, et al.
Publicado: (2025)
Trapped-ion toolbox to simulate quantum Otto heat engines
por: de Assis, Rogério Jorge, et al.
Publicado: (2024)
por: de Assis, Rogério Jorge, et al.
Publicado: (2024)
Interference between non-overlapping waves
por: Santos, Alan C., et al.
Publicado: (2025)
por: Santos, Alan C., et al.
Publicado: (2025)
Efficient detection of localization transitions using predictability
por: Pernambuco, Tiago, et al.
Publicado: (2025)
por: Pernambuco, Tiago, et al.
Publicado: (2025)
Electric and magnetic toroidal dipole excitations in core-shell spheres
por: Arruda, Tiago José
Publicado: (2024)
por: Arruda, Tiago José
Publicado: (2024)
Interference Between Electromagnetic and Mechanical Waves
por: Ricardo, Alexandre Cesar, et al.
Publicado: (2025)
por: Ricardo, Alexandre Cesar, et al.
Publicado: (2025)
Physics-Informed Deep Neural Network Design of Reactively Loaded Metasurfaces
por: Almunif, Malik, et al.
Publicado: (2026)
por: Almunif, Malik, et al.
Publicado: (2026)
Inverse Design of Frequency Selective Surface Using Physics-Informed Neural Networks
por: Liu, Yu-Hang, et al.
Publicado: (2024)
por: Liu, Yu-Hang, et al.
Publicado: (2024)
Detuning Tunable OAM Generation via Double-$Λ$ Four-Wave Mixing in Hot Rubidium Vapor
por: Monsa, Shahar, et al.
Publicado: (2025)
por: Monsa, Shahar, et al.
Publicado: (2025)
Artificial Neural Network (ANN) -- Oscillatory Neural Network (ONN) Hybrid System Using Domain-Wall Synapse Devices and Nano-Constriction Spin Hall Nano Oscillators
por: Hissariya, Raman, et al.
Publicado: (2026)
por: Hissariya, Raman, et al.
Publicado: (2026)
Demonstrating Invalidity of Solution Methods Involved in Solving Compatibility Equations
por: Shi, Peng
Publicado: (2024)
por: Shi, Peng
Publicado: (2024)
Generalized Huang's Equation for Phonon Polariton in Polyatomic Polar Crystal
por: Wang, Weiliang, et al.
Publicado: (2025)
por: Wang, Weiliang, et al.
Publicado: (2025)
Dirac Equation for Photons: Origin of Polarisation
por: Saito, Shinichi
Publicado: (2023)
por: Saito, Shinichi
Publicado: (2023)
Simultaneous Localization and Recognition of Subwavelength Non-Cooperative Entities Based on SISO Time Reversal and Neural Networks
por: Wang, Yinchen, et al.
Publicado: (2024)
por: Wang, Yinchen, et al.
Publicado: (2024)
Training of Physical Neural Networks
por: Momeni, Ali, et al.
Publicado: (2024)
por: Momeni, Ali, et al.
Publicado: (2024)
Programmatically Generated Microparticles Using SUEX Dry-Film Epoxy Resist
por: Beech, Jason P., et al.
Publicado: (2026)
por: Beech, Jason P., et al.
Publicado: (2026)
Determination of Nanoparticle and Microdroplet Parameters in Levitating Microdroplets of Suspension by Speckle Image Analysis Using Convolutional Neural Networks
por: Shopa, Yaroslav, et al.
Publicado: (2026)
por: Shopa, Yaroslav, et al.
Publicado: (2026)
Fully Integrated Memristive Spiking Neural Network with Analog Neurons for High-Speed Event-Based Data Processing
por: Wang, Zhu, et al.
Publicado: (2025)
por: Wang, Zhu, et al.
Publicado: (2025)
Ferrofluid bend channel flows for multi-parameter tunable heat transfer enhancement Part 2 Deep Learning and Neural Network Modeling
por: Anand, Nadish, et al.
Publicado: (2026)
por: Anand, Nadish, et al.
Publicado: (2026)
Si Metasurface Supporting Multiple Quasi-BICs for Degenerate Four-Wave Mixing
por: Moretti, Gianni Q., et al.
Publicado: (2024)
por: Moretti, Gianni Q., et al.
Publicado: (2024)
Deep squeezing or cooling the fluctuations of a parametric resonator using feedback
por: Batista, Adriano A., et al.
Publicado: (2026)
por: Batista, Adriano A., et al.
Publicado: (2026)
Noise-induced Extreme Events in Hodgkin-Huxley Neural Networks
por: Boaretto, Bruno R. R., et al.
Publicado: (2025)
por: Boaretto, Bruno R. R., et al.
Publicado: (2025)
Hybrid Classical-Quantum Neural Networks for Multi-Characteristic Co-Optimization of Recessed-Gate AlGaN/GaN MIS-HEMTs
por: Rai, Rushat, et al.
Publicado: (2026)
por: Rai, Rushat, et al.
Publicado: (2026)
Multilevel Photonic Switching in GST-467 for Deep Neural Network Inference
por: Sur, Arpan, et al.
Publicado: (2025)
por: Sur, Arpan, et al.
Publicado: (2025)
Digitized Phase Change Material Heterostack for Diffractive Optical Neural Network
por: Chen, Ruiyang, et al.
Publicado: (2024)
por: Chen, Ruiyang, et al.
Publicado: (2024)
Broadband Resonance-Enhanced Frequency Generation by Four-Wave Mixing in a Silicon Floquet Topological Photonic Insulator
por: Zimmerling, Tyler J., et al.
Publicado: (2022)
por: Zimmerling, Tyler J., et al.
Publicado: (2022)
Interpretable Machine Learning Strategies for Accurate Prediction of Thermal Conductivity in Polymeric Systems
por: Lin, Chunbo, et al.
Publicado: (2024)
por: Lin, Chunbo, et al.
Publicado: (2024)
Non-Ergodic-Induced Negative Differential Piezoresponse in Relaxor Ferroelectrics
por: Saguy, Cecile, et al.
Publicado: (2024)
por: Saguy, Cecile, et al.
Publicado: (2024)
Experimental Investigation of Twist Conservation in Nonlinear Optical Three-Wave Mixing
por: Santos, Gustavo H. dos, et al.
Publicado: (2025)
por: Santos, Gustavo H. dos, et al.
Publicado: (2025)
Magnetic Field Gated and Current Controlled Spintronic Mem-transistor Neuron -based Spiking Neural Networks
por: Lone, Aijaz H., et al.
Publicado: (2024)
por: Lone, Aijaz H., et al.
Publicado: (2024)
Optimal Geometric Design of Thermoelectric Metamaterials for Enhancing Power Generation: An Interpretative Approach
por: Zianni, Xanthippi
Publicado: (2025)
por: Zianni, Xanthippi
Publicado: (2025)
Modelling effective electrical resistance in particle reinforced composites using Generative Adversarial Network
por: Deshpande, Vinit Vijay, et al.
Publicado: (2025)
por: Deshpande, Vinit Vijay, et al.
Publicado: (2025)
Ejemplares similares
-
Assessing the Advantages and Limitations of Quantum Neural Networks in Regression Tasks
por: de Limaa, Gubio G., et al.
Publicado: (2025) -
Quantum computation over the vibrational modes of a single trapped ion
por: Ricardo, Alexandre C., et al.
Publicado: (2024) -
An introduction to Neural Networks for Physicists
por: de Miranda, G. Café, et al.
Publicado: (2025) -
Introdução a rede neural para Físicos
por: de Lima, Gubio Gomes, et al.
Publicado: (2025) -
A short review on qudit quantum machine learning
por: Farias, Tiago de Souza, et al.
Publicado: (2025)