Recurrent evacuation of mantle mush in ocean islands revealed by clinopyroxene from La Palma. [PDF]
Caracciolo A +10 more
europepmc +1 more source
Hardware‐learning co‐design combines volar‐plate‐inspired passive‐joint constraints with mechanism‐aware reinforcement learning for a low‐cost parallel‐linkage gripper. The resulting system performs quasi‐static object adjustment and dynamic pinch grasping, demonstrating reliable planar in‐hand manipulation and successful sim‐to‐real transfer. Parallel
Yanzhou Jin +4 more
wiley +1 more source
Reconfigurable ferroelectric transistor array for embodied neuromorphic vision with hardware-native sensing, computing, and activation. [PDF]
Li Y +12 more
europepmc +1 more source
Graph Neural Network‐Based Reinforcement Learning for Decentralized Multi‐Robot Manipulation
Robot arms lifting a large object face a trade‐off: centralized controllers explode in parameters, while decentralized ones cannot coordinate. A GNN resolves this—each arm runs its own network but acts on the full team state, achieving centralized‐level coordination with decentralized execution. Trained across team sizes, a single policy scales to four‐
Tong Chen +3 more
wiley +1 more source
A Classification of Intrinsic Ergodicity for Recognisable Random Substitution Systems. [PDF]
Gohlke P, Mitchell A.
europepmc +1 more source
Objectives and Key Results–Driven Multiagent Framework for Mechanical Design and Simulation
Objectives and key results (OKR)‐agent, an OKR‐driven multiagent framework, turns a plain‐language engineering goal into completed mechanical simulations. Three peer agents—supervisor, modeler, and simulator—share a compact board of OKR and coordinate external molecular dynamics (MD) and finite‐element solvers through a standardized tool interface. The
Jie Tian +10 more
wiley +1 more source
La fisioterapia respiratoria nelle immunodeficienze primitive
M.C. Pietrogrande
core +2 more sources
Aging mechanisms and rejuvenation strategies for hematopoietic stem cells. [PDF]
Zhang Y +5 more
europepmc +1 more source
Histamine Adsorption on Pristine and Doped Graphene for Biosensing: A First-Principles Study. [PDF]
Gou S, Luo X.
europepmc +1 more source
Comparative analysis of morphological atlas at different HH stages of embryonic development for SPF ducks and SPF chickens. [PDF]
Zhang Y +10 more
europepmc +1 more source

