Methods
Published on 07 Dec 2021
tascCODA: Bayesian Tree-Aggregated Analysis of Compositional Amplicon and Single-Cell Data
in Computational Genomics
Frontiers in Genetics
doi 10.3389/fgene.2021.766405
- 7,120 views
- 15 citations
10 articles related to "Generative Modeling"
Articles
Review
Published on 13 Oct 2016
Experimental Simulation: Using Generative Modeling and Palaeoecological Data to Understand Human-Environment Interactions
in Paleoecology
Frontiers in Ecology and Evolution
doi 10.3389/fevo.2016.00109
- 10,818 views
- 25 citations
Original Research
Published on 19 Oct 2023
3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding
in Computational BioImaging
Frontiers in Bioinformatics
doi 10.3389/fbinf.2023.1275402
- 5,359 views
- 12 citations
Review
Published on 17 Aug 2022
From descriptive connectome to mechanistic connectome: Generative modeling in functional magnetic resonance imaging analysis
in Cognitive Neuroscience
Frontiers in Human Neuroscience
doi 10.3389/fnhum.2022.940842
- 5,107 views
- 14 citations
Original Research
Published on 23 May 2022
Continual Sequence Modeling With Predictive Coding
Frontiers in Neurorobotics
doi 10.3389/fnbot.2022.845955
- 3,729 views
- 6 citations
Original Research
Published on 14 Nov 2025
A hybrid deep learning framework for SEM-based air pollutant analysis: Mamba integration and GAN-augmented training
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2025.1664317
- 1,750 views
Original Research
Published on 20 Jan 2026
Deep learning-based image classification for microstructural analysis in computational materials science
in Computational Materials Science
Frontiers in Materials
doi 10.3389/fmats.2025.1648653
- 1,712 views
Original Research
Published on 16 Sep 2021
Data-Driven Discovery of 2D Materials for Solar Water Splitting
in Computational Materials Science
Frontiers in Materials
doi 10.3389/fmats.2021.679269
- 6,614 views
- 19 citations
Review
Accepted on 05 Feb 2026
Artificial Intelligence–Enabled Multi-Omics Biomarkers for Immune Checkpoint Blockade: Mechanisms, Predictive Modeling, and Clinical Translation
in Cancer Immunity and Immunotherapy
Frontiers in Immunology
- 514 views
Hypothesis and Theory
Published on 30 Sep 2022
Generalized Simultaneous Localization and Mapping (G-SLAM) as unification framework for natural and artificial intelligences: towards reverse engineering the hippocampal/entorhinal system and principles of high-level cognition
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2022.787659
- 14,419 views
- 26 citations