Results 61 to 70 of about 67,796 (257)

Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials

open access: yesAdvanced Science, EarlyView.
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan   +8 more
wiley   +1 more source

Sustainable Materials Design With Multi‐Modal Artificial Intelligence

open access: yesAdvanced Science, EarlyView.
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu   +8 more
wiley   +1 more source

Data‐Driven Modeling of Composition–Processing–Microstructure Relations for Recycled Aluminum Cast Alloys

open access: yesAdvanced Science, EarlyView.
Interpretable machine learning reveals how composition and processing govern the formation and microstructural burden of Fe‐rich intermetallic compounds in recycled Al–Si–Fe–Mn alloys. By separating morphology selection from morphology‐conditioned burden partitioning, this framework shows that identical Fe contents can yield different intermetallic ...
Jaemin Wang   +2 more
wiley   +1 more source

ELECTRONIC TRAFFIC LAW ENFORCEMENT AND TRAFFIC LAW ENFORCEMENT

open access: yesAwang Long Law Review
This research is a normative legal study that analyzes the effectiveness of implementing the Electronic Traffic Law Enforcement (ETLE) system in combating traffic and road transport violations (LLAJ) in Indonesia based on Law Number 22 of 2009 and Government Regulation Number 80 of 2012.
Ori Va Malquna   +2 more
openaire   +1 more source

Physics‐Constrained Constitutive Learning of Rate‐Limiting Timescales for Efficient Hydrogen‐Based Direct Reduction for Green Steel Making

open access: yesAdvanced Science, EarlyView.
A conversion‐resolved constitutive framework is developed for the hydrogen‐based direct reduction of iron oxide pellets. Effective reaction and transport timescales are inferred directly from measured trajectories and mapped against operating conditions, pellet architecture, and composition. The analysis reveals how late‐stage transport control emerges
Anurag Bajpai   +3 more
wiley   +1 more source

The spatial patterning of emergency demand for police services: a scoping review

open access: yesCrime Science
This preregistered scoping review provides an account of studies which have examined the spatial patterning of emergency reactive police demand (ERPD) as measured by calls for service data.
Samuel Langton   +2 more
doaj   +1 more source

Installation Direction Design and Construction Control of Sliding Bearing of Continuous Girder Bridge

open access: yesZhongwai Gonglu
Continuous girder bridges can improve the structural stress, increase the structural bearing capacity, and promote ride comfort. However, some continuous girder bridges suffer from issues such as bearing dislocation, upper torsion, and damage to seismic ...
GUAN Changlu   +3 more
doaj   +1 more source

TRIM: Simultaneous Thermometry, Ranging, and Imaging via a Monolithic Metalens

open access: yesAdvanced Science, EarlyView.
ABSTRACT While metasurfaces offer a pathway beyond the discrete architectures of conventional LWIR systems, physically fusing high‐precision thermometry and passive ranging onto a single metalens remains a formidable challenge. Here, we demonstrate a monolithic, dual‐focus metalens capable of simultaneous multidimensional sensing.
Man Yuan   +10 more
wiley   +1 more source

Envisioning the future: Police and public health joining forces

open access: yesJournal of Community Safety and Well-Being, 2020
Marc Krupanski   +5 more
doaj   +1 more source

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