Research on Joint Game-Theoretic Modeling of Network Attack and Defense Under Incomplete Information. [PDF]
Wang Y, Liu X, Yu X.
europepmc +1 more source
In Situ Acoustic Monitoring of Focused Femtosecond Pulse Duration in Air
Air‐breakdown acoustics at the laser focus is used to determine femtosecond pulse duration with a simple USB microphone. By chirp‐tuning and compressing 1030 nm pulses from 241 to 50 fs, the acoustic amplitude scales inversely proportional to the square root of the pulse duration, enabling in situ readout over 50 fs–5 ps—crucial for precise pulse ...
Indrė Meškėlaitė +9 more
wiley +1 more source
Collective cooperative intelligence. [PDF]
Barfuss W +13 more
europepmc +1 more source
Challenges and Opportunities in Machine Learning for Light‐Emitting Polymers
The performance of light‐emitting polymers emerges from coupled effects of chemical diversity, morphology, and exciton dynamics across multiple length scales. This Perspective reviews recent design strategies and experimental challenges, and discusses how machine learning can unify descriptors, data, and modeling approaches to efficiently navigate ...
Tian Tian, Yinyin Bao
wiley +1 more source
A Bertrand model with Brownian motion and behavioral errors. [PDF]
Gao B, Gao X, He S.
europepmc +1 more source
Multi‐Agent Reinforcement Learning for Joint Police Patrol and Dispatch
ABSTRACT Police patrol units need to split their time between performing preventive patrol and being dispatched to serve emergency incidents. In the existing literature, patrol and dispatch decisions are often studied separately. We consider joint optimization of these two decisions to improve police operations efficiency and reduce response time to ...
Matthew Repasky, He Wang, Yao Xie
wiley +1 more source
Evolution of a trait distributed over a large fragmented population: propagation of chaos meets adaptive dynamics. [PDF]
Lambert A +3 more
europepmc +1 more source
Shaping Decision Models for Stochastic Dynamic Optimization Problems via Reinforcement Learning
ABSTRACT With rising customer expectations and increasing computational potential, many transport, manufacturing, and production operations face real‐time decision making in stochastic dynamic environments. Decision makers must find and adapt complex plans that are effective now but also flexible with respect to future developments.
Florentin D. Hildebrandt +3 more
wiley +1 more source
Immediate variations in high-dimensional circulating immune cells following pancreatectomy. [PDF]
Garnier J +14 more
europepmc +1 more source

