Vision-Controlled autonomous navigation in unstructured environments: Integrating image processing, path planning, and trajectory control in robotic systems. [PDF]
Wang P, Yu H, Wang S.
europepmc +1 more source
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
Obstacle-avoidance trajectory planning method for excavators in confined spaces based on improved RRT* algorithm. [PDF]
Fu S, Lin C, Yao Z, Lin T, Chen Q.
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
Fault-Tolerant Control of AGVs via Deep Feature Enhancement and Multi-Source Verification in Complex Industrial Environments. [PDF]
Zhou Y, Peng S, Wang Y, Zhou N, Shan F.
europepmc +1 more source
Multi-Head Attention Deep Q-Network with Prioritized Experience Replay for UAV Path Planning in Dynamic Environments: A Bio-Inspired Approach. [PDF]
Li Y, Qian X, Zhang J, Yang X, Deng C.
europepmc +1 more source
Optimized real-time path planning for micro UAVs in dynamic environments aided by reciprocal velocity obstacle algorithm. [PDF]
Sun P, Sun W, Ding W, Li Y, Zhao J.
europepmc +1 more source
VLM-Nav: Mapless UAV navigation using monocular vision driven by vision-language models. [PDF]
Sarker GC, Azad A, Rahman S, Hasan MM.
europepmc +1 more source
Policy-Guided Model Predictive Path Integral for Safe Manipulator Trajectory Planning. [PDF]
Liang L, Wu C, Wang X.
europepmc +1 more source

