Machine Learning articles for Peking University (PKU), China

Time frame: 1 June 2025 - 30 May 2026

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Count: 38

Article ‘Count’ for Machine Learning.

Journal Count Share
1 0.05
GrapheneChat: A Large Language Model for Enhancing Graphene Research 0.05
4 0.79
Instantaneous urban facade PV potential assessment: An end-to-end deep learning framework for arbitrary planning horizons 0.17
Adaptive energy scheduling strategy for port logistics systems: A dual-consolidation continual reinforcement learning approach 0.08
Towards physics-guided graph neural network for hydrogen gas explosion simulation at urban scale 0.25
Spatiotemporal feature encoded deep learning method for rooftop PV potential assessment 0.29
1 0.03
Development of non-spatial grid-like neural codes tracks inference and intelligence 0.03
6 3.48
An Evidence-Based Tri-Branch Cross-Pseudo Supervision Method for Semi-Supervised Medical Image Segmentation 0.86
DEXTER-LLM: Dynamic and Explainable Coordination of Multi-Robot Systems in Unknown Environments via Large Language Models 0.60
TerraX: Visual Terrain Classification Enhanced by Vision-Language Models 0.75
GaussianPU: Color Point Cloud Upsampling via 3D Gaussian Splatting 0.14
Robust and High-Fidelity 3D Gaussian Splatting: Fusing Pose Priors and Geometry Constraints for Texture-Deficient Outdoor Scenes 0.13
Zero Shot Domain Adaptive Semantic Segmentation by Synthetic Data Generation and Progressive Adaptation 1.00
2 1.02
Long-range white-matter pathways enable efficient spontaneous neural activity propagation in the human brain 0.02
Differential coding of associative memory information in the macaque lateral prefrontal cortex and hippocampus 1.00
1 0.20
In-Sensor Compressed Imaging with Reconstruction-Free Recognition via Ferroelectric Photodiodes 0.20
18 5.23
Homeostatic dendritic neuron based on co-integrated volatile and non-volatile memristors for neuromorphic processing 0.57
SOFisher: reinforcement learning-guided experiment designs for spatial omics 0.13
A non-invasive end-to-end intelligent assistance system for breast ultrasound 0.02
Single-neuron network topology governs neural computation and learning in primate cortex 0.63
Programmable Three-dimensional Photonic Neural Network Chip 0.11
Single-molecule neuromorphic device with aJ-level power consumption per switching 0.05
A highly energy-efficient multi-core neuromorphic architecture for training deep spiking neural networks 0.12
Data-In-situ Computing with One-Pixel-Multiple-Memristor Architecture for Neuromorphic Sequential Vision 0.08
Directional dynamics in the entorhinal cortex of male mice driven by behavioral constraints 0.55
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts 0.01
Homogeneous integration of two-dimensional material-based optoelectronic neurons and ferroelectric synapses for neuromorphic vision 0.36
Hierarchical maturation of structural brain connectomes from birth to childhood 0.14
Model-agnostic linear-memory online learning in spiking neural networks 0.18
In-memory analog computing for non-negative matrix factorization 0.83
A reconfigurable photosensitive split-floating-gate memory for neuromorphic computing and nonlinear activation 0.08
A multi-agent reinforcement learning framework for exploring dominant strategies in iterated and evolutionary games 0.50
Generative discovery of partial differential equations by learning from math handbooks 0.13
Neuromorphic computing paradigms enhance robustness through spiking neural networks 0.75
1 0.05
Human hippocampal ripples coordinate planning sequences and compositional representations in neocortex 0.05
3 0.20
Identification of an engram ensemble mediating memory forgetting in the dentate gyrus 0.09
Human hippocampal ripples align new experiences with a grid-like schema 0.06
Dissecting human cortical similarity networks across the lifespan 0.04
1 0.15
Neural Networks as Surrogate Solvers for Time-dependent Accretion Disk Dynamics 0.15

Numerical information only (in the tables above) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.