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Physics-guided GNN-transformer model for multi-scale fatigue life prediction of concrete track slabs in high-speed railways

Scientific Reports
This study establishes a novel machine learning paradigm integrating physical mechanisms. It aims to address the limitations of traditional methods in predicting the concrete fatigue life of high-speed railway (HSR) track slab, particularly their ...
Xing Su, Pin Lou, Zihan Zha
doaj   +1 more source

Additional file 5 of Multi-scale habitat selection and impacts of climate change on the distribution of four sympatric meso-carnivores using random forest algorithm

, 2020
Tahir Ali Rather, Sharad Kumar, Jamal Ahmad Khan   +2 more
openalex   +1 more source

Gender Voice Recognition with Classification approach using Random Forest and Decision Tree Algorithms

, 2020
Mukesh Tadi, S Prasad Babu Vagolu, Sunil Chandolu   +2 more
openalex   +1 more source

Algorithmic Randomness [PDF]

, 2020
openaire   +1 more source

A spectral algorithm to simulate nonstationary random fields on spheres and multifractal star-shaped random sets

, 2020
Xavier Emery, Alfredo Alegría
openalex   +2 more sources

Decentralized Algorithm for Randomized Task Allocation in Fog Computing Systems

, 2018
Slađana Jošilo, György Dán
openalex   +2 more sources

Randomized and deterministic algorithms for network coding problems in wireless networks

, 2014
Zoltán Király, Erika R. Bérczi‐Kovács   +1 more
openalex   +2 more sources

Correction to ‘Evolving random fractal Cantor superlattices for the infrared using a genetic algorithm’ [PDF]

, 2016
Jeremy A. Bossard, Lan Lin, Douglas H. Werner   +2 more
openalex   +1 more source

Kirchhoff Law Johnson noise key generation for secure decentralized identifiers. [PDF]

Sci Rep
Mohanasundar K, Flanery SA, Kotikela S, Chamon C.   +3 more
europepmc   +1 more source

Hybrid optimization algorithm for solving path planning problems based on grey wolf optimization algorithm. [PDF]

Sci Rep
Cheng G, Liu Y.
europepmc   +1 more source