Results 131 to 140 of about 304,307 (287)

Relaxed Monotonic QMIX (R-QMIX): A Regularized Value Factorization Approach to Decentralized Multi-Agent Reinforcement Learning

open access: yesRobotics
Value factorization methods have become a standard tool for cooperative multi-agent reinforcement learning (MARL) in the centralized-training, decentralized-execution (CTDE) setting.
Liam O’Brien, Hao Xu
doaj   +1 more source

Physics‐Informed Machine Learning for Sustainable Alloy Design: Toward a Recyclable Unified Q&P Steel

open access: yesAdvanced Science, EarlyView.
A physics‐informed property‐bridging framework links high‐throughput hardness screening to tensile performance in quenching and partitioning steels. By transferring metallurgically guided representations across properties, a single alloy composition is designed to achieve multiple strength grades through heat‐treatment tuning alone, offering a ...
Xiaolu Wei   +7 more
wiley   +1 more source

A remark on some nonlinear elliptic problems

open access: yesElectronic Journal of Differential Equations, 2002
We shall prove an existence result of $W_0^{1,p}(Omega)$ solutions for the boundary value problem $$displylines{ -mathop{m div} a(x, u,abla u)=F quadmbox{in }Omegacr u=0quadmbox{on }partialOmega }$$ with right hand side in $W^{-1,p'}(Omega)$.
Lucio Boccardo
doaj  

Cybersecurity classification using Siam-BLA and small-sample data

open access: yesDiscover Applied Sciences
This study aims to mitigate the challenges posed by the rising rate of cyber attacks and the generalization degradation of traditional anomalous traffic detection approaches under strict data-scarcity constraints. To address these issues, we propose Siam-
Huiqin Cheng
doaj   +1 more source

Phase‐Resolved Dual Control of Phenol Photodissociation at the Air–Water Interface From Structure‐Resolved Statistics

open access: yesAdvanced Science, EarlyView.
Faster phenol photolysis at the air–water interface arises from two cooperative factors: a more favorable initial microenvironment for solvent‐side electron stabilization, which lowers CI access, and a more labile hydrogen‐bond network, which more readily reorganizes to stabilize the dark‐state intermediate.
Qiang Yin   +8 more
wiley   +1 more source

An Enriched Grothendieck Topos with Strict Monotonicity Constraints

open access: yes
This note constructs an enriched Grothendieck topos over a Heyting algebra $\Omega = [0, \infty]$, with strict monotonicity constraints on chains in the site. The site is generated from a rational dense subset of $\Omega$, ensuring smallness while recovering the continuum via Dedekind completion.
openaire   +1 more source

Monotonicity of Chi-square Test Statistics [PDF]

open access: yes
This paper establishes monotonicity of the chi-square test statistic. As the more efficient parameter estimator is plugged into the test statistic, the degrees of freedom of the resulting chi-square test statistic monotonically increase.
Keunkwan Ryu
core  

Volatile ZrO2 Antiferroelectric Tunnel Junctions for Rapid, Energy‐Efficient Physical Reservoir Computing

open access: yesAdvanced Science, EarlyView.
An antiferroelectric tunnel junction serves as a reservoir computing node, where field‐induced phase transitions and spontaneous ZrO2 relaxation deliver nonlinear fading memory. An In‐Ga‐Zn oxide interlayer enlarges the memory margin and multibit state richness.
Taegyu Kwon   +13 more
wiley   +1 more source

Probing Electrocatalyst Design for Product Selectivity in CO2 Reduction

open access: yesAdvanced Science, EarlyView.
Selective CO2 electroreduction is controlled by catalyst structure, dynamic surface reconstruction, adsorbate interactions, and reaction microenvironment. This review summarizes Cu‐ and non‐Cu‐based catalysts, single‐atom and molecular systems, degradation pathways, and operando/computational strategies for steering CO2RR toward hydrocarbons ...
Suvodeep Sen   +5 more
wiley   +1 more source

Strict convexity of absolute norms on and direct sums of banach spaces

open access: yesJournal of Inequalities and Applications, 2002
We show that an absolute normalized norm on is strictly convex if and only if the corresponding convex function on is strictly convex. In this context the monotonicity property of these norms is discussed.
Kato Mikio   +2 more
doaj  

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