id stringlengths 16 16 | messages listlengths 3 3 | source_title stringclasses 10
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|---|---|---|---|---|---|---|
32a1ffc8bdc5bf86 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
2b6282c18bad40b2 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
714ad63f9a7730de | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
64ba66f160885ff1 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
afe2089e96ed2b5b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks | 10.1186/s13640-018-0332-4 | https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0332-4 | cc-by-sa | 2ZZSU54R |
488bc6c38dd23d2b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
bb31d576cfbf8869 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
64703313b8d12486 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
e7bf2eb49f7f3da9 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
549a10457a09ad87 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
0d5bf28bc1b5ea68 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
5cc15d3776937510 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
fdf03244feb100d5 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
eb2a63ef8e761a6a | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
d197930ea694efd0 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
fe2e65c4e96bbdab | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
19e52aeb5ff2c778 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
b649337eed839885 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
51576c24dcde8655 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
34ba43f69e1a0fda | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
07163f3041d054a0 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
6e465eb26aa5bf7d | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
d6caa4f044930b7b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
4343e828823e3756 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
cf1cfae89bdd952b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
865e54f5143cd2ef | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
7f414c3252e4f322 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
44a3af44fb3f0b5c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
51e88ec909ed0da1 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
656f9c62bd410ccb | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
74f2130515358e0b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
02c2500f383b4e37 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
14cd567df2b10629 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks | 10.1186/s13640-018-0332-4 | https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0332-4 | cc-by-sa | 2ZZSU54R |
a8d7cccd372f4a99 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
b04420cf023ed16b | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
eec5dc1815dc95a4 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
fce0dd31d9b52f04 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
e6fe7f8ad597c87f | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
f733686311e23184 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
4885d3bfde8cf1fc | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
6618e437ae6bd037 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
12bb525b9ee69532 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
01a08dd9917c28e3 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
d4efa3c3884b0d2f | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
1af750dbb96012ca | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
9f844086265a3f3d | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
327fc5ea5d0bcae9 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
e1d3c66a098963c0 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
3c233aa914412911 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
b3e4e5ce02060f5c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks | 10.1186/s13640-018-0332-4 | https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0332-4 | cc-by-sa | 2ZZSU54R |
74f7b48fd4f06814 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
6c3df1621090e661 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
de3b4aeafd8e8780 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
ba3d4dd6f9bb4931 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
819d279190fe3e9e | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
859d29de8c0c177f | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
adbef2f2dc8dc16a | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
f5c559497c041d10 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
30e1cfe4710514e5 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
608d5673c8bcf667 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
4ec1c6be35743a0c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
2d16a0c7da498d36 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
588bac15e700cc89 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
0fd6b008d49cd39c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
377dfc0187ae3078 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
08460695eced116f | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
13cf6c96959b8288 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
e640fef4bc77ec57 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
65e8ed30937ed285 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
5fbfb708425ba73a | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
c00c987ba2a3d3a8 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
fbb27b457d095cb8 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
ff7444d4894159bd | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
bc06dd9a6294fe17 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
45782556bca03a49 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Wheel Loader Scooping Controller Using Deep Reinforcement Learning | 10.1109/access.2021.3056625 | https://ieeexplore.ieee.org/ielx7/6287639/9312710/09344588.pdf | cc-by-sa | IDZBIHT7 |
c777d9d4b384a66d | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
9751593d507f2597 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
9d736f0a7e11db7c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks | 10.1186/s13640-018-0332-4 | https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0332-4 | cc-by-sa | 2ZZSU54R |
b158bda876b09ce8 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 10.1109/access.2020.3040246 | https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268069.pdf | cc-by-sa | 7F2IQNFD |
1f655e264686d367 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
a110e54f0bb84a03 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | RXHUVV3X |
96648044d41876ca | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
b6725866f5be6a2a | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Two-phase multi-model automatic brain tumour diagnosis system from magnetic resonance images using convolutional neural networks | 10.1186/s13640-018-0332-4 | https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0332-4 | cc-by-sa | 2ZZSU54R |
fe6cca52c0de84e1 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Cutterhead and Cutting Tools Configurations in Coarse Grain Soils | 10.2174/1874836801711010182 | https://openconstructionbuildingtechnologyjournal.com/VOLUME/11/PAGE/182/PDF/ | cc-by | 7KDIA2X2 |
88de11bddd560337 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
e1ca16cb377509ad | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
844ecad1a872fd7d | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
26cf4becabb02256 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
704374fd43ea125c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
33c00e8034ea0698 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
469b1fbfa586c9f7 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
2420401c974ea5db | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
b796f260fc129c17 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Intelligent Classification of Surrounding Rock of Tunnel Based on 10 Machine Learning Algorithms | 10.3390/app12052656 | https://www.mdpi.com/2076-3417/12/5/2656/pdf?version=1646383280 | cc-by-sa | UGAERXYU |
2c8fdcd1ea8f578c | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique | 10.3390/rs13132577 | https://www.mdpi.com/2072-4292/13/13/2577/pdf?version=1625212202 | cc-by-sa | 4YEIWMK3 |
e13616940d44c8bf | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
96a82794aa6e103f | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
a25eabb43b7fa76d | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Reinforcement learning based process optimization and strategy development in conventional tunneling | 10.1016/j.autcon.2021.103701 | https://www.sciencedirect.com/science/article/pii/S0926580521001527 | cc-by | N5Q33JID |
daa4d90ab3b531d2 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Application of machine learning in predicting the rate-dependent compressive strength of rocks | 10.1016/j.jrmge.2022.01.008 | https://www.sciencedirect.com/science/article/pii/S167477552200049X | cc-by-sa | KNCWQQJD |
5590c888ae9eb6bc | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis | 10.1186/1471-2164-13-s4-s2 | https://bmcgenomics.biomedcentral.com/counter/pdf/10.1186/1471-2164-13-S4-S2 | cc-by | LKJJ9WPZ |
cfcec27a84a2f614 | [
{
"role": "system",
"content": "You are Gemma4Tunnel, a careful tunnel boring machine and tunnelling engineering assistant. Use engineering terminology precisely, state assumptions, and avoid inventing source claims."
},
{
"role": "user",
"content": "Extract reusable tunnelling/TBM engineering k... | Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV | 10.3390/min12020268 | https://www.mdpi.com/2075-163X/12/2/268/pdf?version=1645347690 | cc-by-sa | VPIE7856 |
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