Double projection for reconstructing dynamical systems: between stochastic and deterministic regimes
Fuente:
arXiv
Saved in:
| Main Authors: | Sip, Viktor, Breyton, Martin, Petkoski, Spase, Jirsa, Viktor |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-driven mean-field within whole-brain models
by: Breyton, Martin, et al.
Published: (2025)
by: Breyton, Martin, et al.
Published: (2025)
Sparse and nonparametric estimation of equations governing dynamical systems with applications to biology
by: Pillonetto, G., et al.
Published: (2025)
by: Pillonetto, G., et al.
Published: (2025)
Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders
by: Calderon, Josuan, et al.
Published: (2024)
by: Calderon, Josuan, et al.
Published: (2024)
An inferential measure of dependence between two systems using Bayesian model comparison
by: Marrelec, Guillaume, et al.
Published: (2024)
by: Marrelec, Guillaume, et al.
Published: (2024)
Inferring stochastic dynamics with growth from cross-sectional data
by: Zhang, Stephen, et al.
Published: (2025)
by: Zhang, Stephen, et al.
Published: (2025)
Discovering stochastic dynamical equations from biological time series data
by: Nabeel, Arshed, et al.
Published: (2022)
by: Nabeel, Arshed, et al.
Published: (2022)
Quantification of total uncertainty in the physics-informed reconstruction of CVSim-6 physiology
by: De Florio, Mario, et al.
Published: (2024)
by: De Florio, Mario, et al.
Published: (2024)
Deciphering interventional dynamical causality from non-intervention complex systems
by: Shi, Jifan, et al.
Published: (2024)
by: Shi, Jifan, et al.
Published: (2024)
Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1
by: Di Teodoro, Giulia, et al.
Published: (2023)
by: Di Teodoro, Giulia, et al.
Published: (2023)
SpanSeq: Similarity-based sequence data splitting method for improved development and assessment of deep learning projects
by: Florensa, Alfred Ferrer, et al.
Published: (2024)
by: Florensa, Alfred Ferrer, et al.
Published: (2024)
Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation
by: Espinel-Ríos, Sebastián, et al.
Published: (2024)
by: Espinel-Ríos, Sebastián, et al.
Published: (2024)
Exploring proteomic signatures in sepsis and non-infectious systemic inflammatory response syndrome
by: Ruiz-Sanmartín, Adolfo, et al.
Published: (2025)
by: Ruiz-Sanmartín, Adolfo, et al.
Published: (2025)
Molecule-dynamic-based Aging Clock and Aging Roadmap Forecast with Sundial
by: Wu, Wei, et al.
Published: (2025)
by: Wu, Wei, et al.
Published: (2025)
Inferring processes within dynamic forest models using hybrid modeling
by: Pichler, Maximilian, et al.
Published: (2025)
by: Pichler, Maximilian, et al.
Published: (2025)
Detecting malignant dynamics on very few blood sample using signature coefficients
by: Vaucher, Rémi, et al.
Published: (2025)
by: Vaucher, Rémi, et al.
Published: (2025)
Prediction of cancer dynamics under treatment using Bayesian neural networks: A simulated study
by: Myklebust, Even Moa, et al.
Published: (2024)
by: Myklebust, Even Moa, et al.
Published: (2024)
minAction.net: Energy-First Neural Architecture Design -- From Biological Principles to Systematic Validation
by: Frasch, Martin G.
Published: (2026)
by: Frasch, Martin G.
Published: (2026)
Learning dynamical systems with biochemically informed neural ordinary differential equations
by: Fonseca, Luis L., et al.
Published: (2026)
by: Fonseca, Luis L., et al.
Published: (2026)
Association between nutritional factors, inflammatory biomarkers and cancer types: an analysis of NHANES data using machine learning
by: Liu, Yuqing, et al.
Published: (2025)
by: Liu, Yuqing, et al.
Published: (2025)
Unleashing the power of computational insights in revealing the complexity of biological systems in the new era of spatial multi-omics
by: Fan, Zhiwei, et al.
Published: (2025)
by: Fan, Zhiwei, et al.
Published: (2025)
deepNoC: A deep learning system to assign the number of contributors to a short tandem repeat DNA profile
by: Taylor, Duncan, et al.
Published: (2024)
by: Taylor, Duncan, et al.
Published: (2024)
Identification of Capture Phases in Nanopore Protein Sequencing Data Using a Deep Learning Model
by: Martin, Annabelle, et al.
Published: (2025)
by: Martin, Annabelle, et al.
Published: (2025)
Discovering mesoscopic descriptions of collective movement with neural stochastic modelling
by: Pratiush, Utkarsh, et al.
Published: (2023)
by: Pratiush, Utkarsh, et al.
Published: (2023)
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
by: Zhang, Zhenyi, et al.
Published: (2024)
by: Zhang, Zhenyi, et al.
Published: (2024)
BEFANA: A Tool for Biodiversity-Ecosystem Functioning Assessment by Network Analysis
by: Marzidovšek, Martin, et al.
Published: (2022)
by: Marzidovšek, Martin, et al.
Published: (2022)
Domain adaptation in small-scale and heterogeneous biological datasets
by: Orouji, Seyedmehdi, et al.
Published: (2024)
by: Orouji, Seyedmehdi, et al.
Published: (2024)
Modeling methodology for the accurate and prompt prediction of symptomatic events in chronic diseases
by: Pagán, Josué, et al.
Published: (2024)
by: Pagán, Josué, et al.
Published: (2024)
Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories
by: Banus, Jaume, et al.
Published: (2025)
by: Banus, Jaume, et al.
Published: (2025)
FARM: Enhancing Molecular Representations with Functional Group Awareness
by: Nguyen, Thao, et al.
Published: (2024)
by: Nguyen, Thao, et al.
Published: (2024)
Do we need equivariant models for molecule generation?
by: Nowara, Ewa M., et al.
Published: (2025)
by: Nowara, Ewa M., et al.
Published: (2025)
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
by: Hossain, Intekhab, et al.
Published: (2024)
by: Hossain, Intekhab, et al.
Published: (2024)
Prenatal Stress Detection from Electrocardiography Using Self-Supervised Deep Learning: Development and External Validation
by: Frasch, Martin G., et al.
Published: (2026)
by: Frasch, Martin G., et al.
Published: (2026)
3D molecule generation by denoising voxel grids
by: Pinheiro, Pedro O., et al.
Published: (2023)
by: Pinheiro, Pedro O., et al.
Published: (2023)
Explainable Deep Learning Framework for SERS Bio-quantification
by: Zaki, Jihan K., et al.
Published: (2024)
by: Zaki, Jihan K., et al.
Published: (2024)
Dual-Pathway Fusion of EHRs and Knowledge Graphs for Predicting Unseen Drug-Drug Interactions
by: Lee, Franklin, et al.
Published: (2025)
by: Lee, Franklin, et al.
Published: (2025)
EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization
by: Sun, Yuancheng, et al.
Published: (2025)
by: Sun, Yuancheng, et al.
Published: (2025)
Understanding protein function with a multimodal retrieval-augmented foundation model
by: Truong Jr, Timothy Fei, et al.
Published: (2025)
by: Truong Jr, Timothy Fei, et al.
Published: (2025)
Universal Laboratory Model: prognosis of abnormal clinical outcomes based on routine tests
by: Karpov, Pavel, et al.
Published: (2025)
by: Karpov, Pavel, et al.
Published: (2025)
Enhancing Drug Discovery: Autoencoder-Based Latent Space Augmentation for Improved Molecular Solubility Prediction using LatMixSol
by: Hasankhani, Mohammad Saleh
Published: (2025)
by: Hasankhani, Mohammad Saleh
Published: (2025)
Virtual Cells: Predict, Explain, Discover
by: Noutahi, Emmanuel, et al.
Published: (2025)
by: Noutahi, Emmanuel, et al.
Published: (2025)
Similar Items
-
Data-driven mean-field within whole-brain models
by: Breyton, Martin, et al.
Published: (2025) -
Sparse and nonparametric estimation of equations governing dynamical systems with applications to biology
by: Pillonetto, G., et al.
Published: (2025) -
Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders
by: Calderon, Josuan, et al.
Published: (2024) -
An inferential measure of dependence between two systems using Bayesian model comparison
by: Marrelec, Guillaume, et al.
Published: (2024) -
Inferring stochastic dynamics with growth from cross-sectional data
by: Zhang, Stephen, et al.
Published: (2025)