Results 261 to 270 of about 4,659,345 (304)

Conflicts and Collisions With an Endangered Carnivore: Landscape Drivers and Spatial Risk Pattern. [PDF]

Ecol Evol
Prat-Guitart M, Onorato DP, Hines JE, Oli MK.   +3 more
europepmc   +1 more source

Harnessing Digital Microstructure for Simulation‐Guided Optimization of Permanent Magnets

Advanced Intelligent Discovery, EarlyView.
An experimental‐to‐computational workflow is presented that transforms experimental 3D focused ion beam‐scanning electron microscopy data into a simulation‐ready digital microstructure for multiphase functional materials. Using heavy‐rare‐earth‐free Nd–Fe–B magnets as a model system, the approach quantifies grain connectivity across complex secondary ...
Nikita Kulesh, Anton Bolyachkin, Hajime Nakamura, Tadakatsu Ohkubo, Hossein Sepehri‐Amin   +4 more
wiley   +1 more source

Vehicle-wise validated ensemble learning framework for robust electric vehicle energy consumption prediction using physics-guided features and statistical benchmarking. [PDF]

Sci Rep
Mariprasath T, Srinivasan P, Anbazhagan G, Prabhakaran PK, Al Bustanji S, Bereznychenko V.   +5 more
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Intelligent pavement management: a machine learning framework for condition classification and maintenance prioritization. [PDF]

Sci Rep
Gupta B, Agrawal M, Narooka P, Panwar D, Anand S.   +4 more
europepmc   +1 more source

Random Forest Detection of charcoal driven vegetation loss in Ghana's Afram Plains. [PDF]

Sci Rep
Arko T, Mensah A, Obani P, Denton F, Adomako J.   +4 more
europepmc   +1 more source

Influence mechanisms of built environment factors on residential electricity carbon emissions under carbon peaking pressure: a case study of Wuqing District, Tianjin, China. [PDF]

Front Public Health
Chaoxian F, Xiaoping Z, Zixuan C.
europepmc   +1 more source

Identifying policy-relevant traffic crash risk factors in Cheongju, South Korea using logistic regression and explainable machine learning. [PDF]

PLoS One
Lee EJ, Kim S, Lee HJ, Jhong JH.
europepmc   +1 more source

Global impacts of transportation infrastructure on forest degradation and loss. [PDF]

Nat Commun
Zhou D, Xiao J, Liu S, Huang L, Zhang L, Fan J, Zhao S.   +6 more
europepmc   +1 more source

Heterogeneous impacts of road characteristics on the severity of taxi-involved crashes: Practical insights for safety improvement. [PDF]

PLoS One
Yu J, Lei P, Yin J, Tang L, Wang S.
europepmc   +1 more source