End-to-end robot intelligent obstacle avoidance method based on deep reinforcement learning with spatiotemporal transformer architecture. [PDF]
Zhou Y, Zhang W.
europepmc +1 more source
Soil Moisture Retrieval and Spatiotemporal Variation Analysis Based on Deep Learning
zihan zhang +5 more
openalex +1 more source
Air quality forecasting using a spatiotemporal hybrid deep learning model based on VMD–GAT–BiLSTM [PDF]
Xiaohu Wang +7 more
openalex +1 more source
Disentangling Coincident Cell Events Using Deep Transfer Learning and Compressive Sensing
Overlapping cells during detection distort single‐cell measurements and reduce diagnostic accuracy. A hybrid framework combining a fully convolutional neural network with compressive sensing to disentangle overlapping signals directly from raw time‐series data is presented.
Moritz Leuthner +2 more
wiley +1 more source
Flexible thermal array sensor for imperceptible monitoring of multidimensional vascular dynamics. [PDF]
Tian S, Liu S, Zhu R.
europepmc +1 more source
FTGRN introduces an LLM‐enhanced framework for gene regulatory network inference through a two‐stage workflow. It combines a Transformer‐based model, pretrained on GPT‐4 derived gene embeddings and regulatory knowledge, with a fine‐tuning stage utilizing single‐cell RNA‐seq data.
Guangzheng Weng +7 more
wiley +1 more source
ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean. [PDF]
M S M +5 more
europepmc +1 more source
Predicting Flight Trajectory in Convective Weather through Boosted Spatiotemporal Deep Learning Ensemble [PDF]
Xi Zhu, Ke Zhang, Zhuxi Zhang, Lifei Tan
openalex +1 more source

