Real‐Time and Rapid Dynamic Missile Identification Utilizing a TiOx Memristor Array
Real‐time missile target identification is demonstrated using an artificial intelligence model based on step‐weighted long–short‐term memory networks and a TiOx memristor array. The approach classifies five projectile types with enhanced early‐stage prediction through data augmentation and custom training strategies. Achieving 94.4% accuracy, the model
Mingyu Kim, Gwanyeong Park, Gunuk Wang
wiley +1 more source
Anterior Cruciate Ligament Reconstruction Rehabilitation as a Complex Adaptive Process: From Control-Chaos to Actionable Return-to-Sport Decisions. [PDF]
Kakavas G, Malliaropoulos N, Forelli F.
europepmc +1 more source
A Bounded Domain Property for an Expressive Fragment of First-Order Linear Temporal Logic
Quentin Peyras +2 more
openalex +2 more sources
Simple on-the-fly automatic verification of linear temporal logic
R. Gerth +3 more
semanticscholar +1 more source
A surrogate‐model‐based framework is proposed for combining high‐fidelity finite element method and efficient physics simulations to enable fast, accurate soft robot simulation for reinforcement learning, validated through sim‐to‐real experiments. Soft robotics holds immense promise for applications requiring adaptability and compliant interactions ...
Taehwa Hong +3 more
wiley +1 more source
ROS 2-Based Architecture for Autonomous Driving Systems: Design and Implementation. [PDF]
Bonci A +5 more
europepmc +1 more source
A Review of Trans‐Dimensional Kirigami: From Compliant Mechanism to Multifunctional Robot
This review outlines recent advancements in the geometric design and mechanical properties of kirigami. The kirigami is classified into two categories from a compliant mechanism perspective, highlighting their applications in metamaterials and robotic systems. Finally, the future research directions, is explored focusing on the potential of integrating
Yang Yu +14 more
wiley +1 more source
Folding and unfolding: A topological framework for understanding intangible cultural heritage tourism in urban villages - The case of chebei dragon boat scenery, Guangzhou, China. [PDF]
Tang X, Li S.
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
Integrated, ultrafast all-optical polariton transistors with sub-wavelength grating microcavities. [PDF]
Tassan P +9 more
europepmc +1 more source

