Equilibrium Propagation for Dissipative Dynamics
This work develops local learning rules for damped linear dynamical systems, including mechanical structures and resistor‐inductor‐capacitor (RLC) circuits, by leveraging an effective action formulation. It demonstrates how physical systems can autonomously compute gradients and learn temporal patterns, enabling applications such as sound ...
Marc Berneman, Daniel Hexner
wiley +1 more source
Photocleavable Systems for Cell Biology: Conceptual Design across Molecular Modalities. [PDF]
Yoshimura M, Inose T.
europepmc +1 more source
Towards Advanced Intelligent and Perceptive Soft Grippers
Implementing soft yet strong and intelligent soft grippers request innovative and creative solutions in designing soft bodies and seamlessly integrating actuated systems with hierarchical sensing. This review systematically analyses soft grippers with a deep understanding of core components, from fundamental design principles to actuation and sensing ...
Haneul Kim +4 more
wiley +1 more source
Experimental Study on the Effect of Ammonia on Combustion and Emission Characteristics of a Spark Ignition Engine Fueled with Hydrogen. [PDF]
Luo L, Huang Z, Xu Y, Zou S, Wu B.
europepmc +1 more source
ABSTRACT The rapid advancement of large language model (LLM) technology is profoundly transforming the practice of social science research. Scholarly discussions on Artificial Intelligence (AI)'s role in social science research can be organised into three levels: AI as a research tool, AI as a methodological infrastructure and AI as a quasi‐cognitive ...
Jie Xiong
wiley +1 more source
Effect of Auxiliary Hydrogen Injection in the Prechamber on the Combustion Process of a Natural Gas Engine. [PDF]
Yang X +5 more
europepmc +1 more source
Development of a model for spark plug wear detection in gas engines
Leonard Sang Tuei
openalex +1 more source
The Cost of the National Disability Insurance Scheme: Australia's Print‐Media Discourse
ABSTRACT This paper examines the way that Australian newspapers have framed the cost of the National Disability Insurance Scheme (NDIS). Introduced in 2013, the NDIS represented a major change in Australia's disability support policy, moving for the first time to a nationwide universal insurance model.
Meera Chinnappa +2 more
wiley +1 more source
Mechanism of action of curculigoside ameliorating osteoporosis: an analysis based on network pharmacology and experimental validation. [PDF]
Wei C, Zhang W, Lou C, Li N, Cao H.
europepmc +1 more source

