Unifying the structures of language in a neural population code. [PDF]
Nastase SA +3 more
europepmc +1 more source
ZEBRA‐Prop makes language‐model‐based property prediction practical without specialized computing expertise or high‐performance computing systems. The framework predicts materials properties directly from natural‐language descriptions of crystal structures, integrating multiple descriptions through learnable weights while the language model stays ...
Ryoma Yamamoto +4 more
wiley +1 more source
Signal hierarchical petri nets: Formal semantics of hierarchical regulatory control of biological systems. [PDF]
Simão E.
europepmc +1 more source
Multi‐Stage Social Value Orientation‐Based Lane‐Changing Driving for Autonomous Vehicles
A multi‐stage SVO framework is developed to dynamically infer the social preferences of surrounding vehicles from human driving data. By combining offline learning, online SVO estimation, temporal intention tracking, and interaction‐aware planning, the framework enables autonomous vehicles to adapt lane‐changing decisions and trajectories to evolving ...
Nongrui Qin +4 more
wiley +1 more source
A Hybrid Intuitionistic Logic: Semantics and Decidability
An intuitionistic, hybrid modal logic suitable for reasoning about distribution of resources was introduced by Jia and Walker. The modalities of the logic allow validation of properties in a particular place, in some place and in all places.
Chadha, R., Macedonio, D., Sassone, V.
core
Fundamental limits incorporating logical reasoning into Shannon's information theory. [PDF]
Lastras LA +7 more
europepmc +1 more source
TierTac: Physically‐Grounded Hierarchical Reasoning for Generalizable Tactile Perception
TierTac frames tactile perception as physically grounded hierarchical reasoning rather than independent attribute prediction. By coupling sensor‐agnostic contact representations with neuro‐symbolic reasoning, it improves cross‐sensor transfer, multiattribute consistency, and transferability to unseen sensors. The resulting tactile intelligence supports
Shipeng Lyu +7 more
wiley +1 more source
Risk-managed safety screening via stability-constrained reachability tubes for vehicle handling. [PDF]
Yang J, Liu J, Tian K, Lin Y, Zhang J.
europepmc +1 more source
Responsible Artificial Intelligence in Courts: A Four‐Test Framework
ABSTRACT A structured framework for responsible AI applications relating to judicial decision‐making and the adjudicative functions of courts requires the satisfaction of multiple context‐specific safeguards. This article proposes a four‐test framework designed to evaluate whether AI systems used in courts operate in accordance with legal, procedural ...
Kwan Yiu Cheng
wiley +1 more source
A quantum-cognitive approach to dynamic meaning construction. [PDF]
Yin M.
europepmc +1 more source

