Results 261 to 270 of about 1,156,762 (339)

MUSeg: A multimodal semantic segmentation dataset for complex underground mine scenes. [PDF]

Sci Data
Li S, Kong Q, Gao X, Shi F, Li L, Zhang Q, Wang P, Yang K.   +7 more
europepmc   +1 more source

Universally Accurate or Specifically Inadequate? Stress‐Testing General Purpose Machine Learning Interatomic Potentials

Advanced Intelligent Discovery, EarlyView.
We investigate MACE‐MP‐0 and M3GNet, two general‐purpose machine learning potentials, in materials discovery and find that both generally yield reliable predictions. At the same time, both potentials show a bias towards overstabilizing high energy metastable states. We deduce a metric to quantify when these potentials are safe to use.
Konstantin S. Jakob, Karsten Reuter, Johannes T. Margraf   +2 more
wiley   +1 more source

A new simulated annealing algorithm for simultaneous open-pit and waste dump scheduling in mining complexes. [PDF]

PLoS One
Lin J, Asad MWA, Topal E, Chang P.
europepmc   +1 more source

What to Make and How to Make It: Combining Machine Learning and Statistical Learning to Design New Materials

Advanced Intelligent Discovery, EarlyView.
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley   +1 more source

Structural changes and impacts of methane emissions in China. [PDF]

Sci Rep
Yu S, Liu Z, Sun L, Cui D, Dou X.
europepmc   +1 more source

Harnessing Large Language Models to Advance Microbiome Research: From Sequence Analysis to Clinical Applications

Advanced Intelligent Discovery, EarlyView.
Large language models are transforming microbiome research by enabling advanced sequence profiling, functional prediction, and association mining across complex datasets. They automate microbial classification and disease‐state recognition, improving cross‐study integration and clinical diagnostics.
Jieqi Xing, He Wang, Yangyang Sun, Xiaoquan Su, Shunyao Wu   +4 more
wiley   +1 more source

Corrigendum to "Evaluating pedestrian crossing safety: Implementing and evaluating a convolutional neural network model trained on paired aerial and subjective perspective images" [Heliyon Volume 11, Issue 4, February 2025, Article e42428]. [PDF]

Heliyon
Russon D, Guennec A, Naredo-Turrado J, Xu B, Boussuge C, Battaglia V, Hiron B, Lagarde E.   +7 more
europepmc   +1 more source

Mine-DW-Fusion: BEV Multiscale-Enhanced Fusion Object-Detection Model for Underground Coal Mine Based on Dynamic Weight Adjustment. [PDF]

Sensors (Basel)
Yan W, Zhang Y, Xue M, Zhu Z, Lu H, Zhang X, Tang W, Xing K.   +7 more
europepmc   +1 more source

Acid mine drainage control in mining areas: identification of groundwater recharge pathways and source reduction strategies. [PDF]

Sci Rep
Zhang C, Zhang F, Mu W, Li H.
europepmc   +1 more source

Experimental Investigation on the Performance of Full Tailings Cemented Backfill Material in a Lead-Zinc Mine Based on Mechanical Testing. [PDF]

Materials (Basel)
Yang N, Ou R, Bu R, Sun D, Yan F, Wang H, Liu Q, Tang M, Li X.   +8 more
europepmc   +1 more source