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Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network
Research article (Automation in Construction, 2021) · cited 190× · AI/ML
Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network
Summary
Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network is a scholarly article[1].
Key Facts
Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network. Retrieved May 24, 2026, from https://4ort.xyz/entity/hard-rock-tunnel-lithology-prediction-with-tbm-construction-big-data-using-a-global-attention-mechanism-based-lstm-netwo
MLA“Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/hard-rock-tunnel-lithology-prediction-with-tbm-construction-big-data-using-a-global-attention-mechanism-based-lstm-netwo.
BibTeX@misc{4ortxyz_hard-rock-tunnel-lithology-prediction-with-tbm-construction-big-data-using-a-global-attention-mechanism-based-lstm-netwo_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network}}, year = {2026}, url = {https://4ort.xyz/entity/hard-rock-tunnel-lithology-prediction-with-tbm-construction-big-data-using-a-global-attention-mechanism-based-lstm-netwo}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network — https://4ort.xyz/entity/hard-rock-tunnel-lithology-prediction-with-tbm-construction-big-data-using-a-global-attention-mechanism-based-lstm-netwo (retrieved 2026-05-24)
