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Keywords: machine learning
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Proceedings Papers

Paper presented at the ISRM Regional Symposium - 12th Asian Rock Mechanics Symposium, November 22–26, 2022
Paper Number: ISRM-ARMS12-2022-025
...). then applied artificial intelligence (based on Python programming language), specifically machine learning, to come up with the most suitable model. Then the authors checked the accuracy of the model and applied it to selecting the appropriate EOR method for each field in the Lower Miocene, Y basin, Vietnam. 2...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 12th Asian Rock Mechanics Symposium, November 22–26, 2022
Paper Number: ISRM-ARMS12-2022-001
... prediction models of cutting performance have been proposed. Especially, empirical models using index properties and observed field performance data have been widely used. Lately, big data collected from TBM tunnel sites have been used with the techniques of machine learning and artificial intelligence...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 12th Asian Rock Mechanics Symposium, November 22–26, 2022
Paper Number: ISRM-ARMS12-2022-024
... than that of traditional models. These results have shown the competitiveness of the ANN models and its high applicability to drilling operations. isrm sponsored regional symposium 2022 vietnam government rop drilling operation machine learning upstream oil & gas neural network th...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-299
... the nature. In recent years, the combination of laboratory earthquake and machine learning has become a promising approach for earthquake prediction [5]. The laboratory earthquake can isolate key factors and use the corresponding results to improve the prediction of machine learning on specific...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-350
... microtopography geological subdiscipline inspection geologist reservoir geomechanics environmental science 861 detection rockfall artificial intelligence society iop publishing iop conf extraction usefulness characteristic classification geology machine learning conference...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-317
... machine learning physical-based nn application dataset society iop publishing iop conf conference neuron untreated node variation interpretability 11th Conference of Asian Rock Mechanics Society IOP Publishing IOP Conf. Series: Earth and Environmental Science 861 (2021) 072054 doi:10.1088/1755...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-391
... conf mainshock reservoir geomechanics aftershock environmental science 861 plate tectonics contingency planning monsoon rainfall rainfall-induced landslide landslide susceptibility coseismic landslide machine learning conference inventory evolution 11th Conference of Asian Rock...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-304
... shotcrete thickness, the data of ground conditions, such as strength and weathering, as well as the face shotcrete thickness, are accumulated. The data are fed to machine learning to determine the face shotcrete thickness that is needed to prevent rock fall accidents from the face. In this paper...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-319
... the sequence data well, we introduce LSTM to consider the sequence correlation. geology machine learning landslide geologist artificial intelligence displacement prediction rock type prediction environmental science 861 dataset society iop publishing iop conf conference elevation figure...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-359
... compressive strength as large deformation grading evaluation indexes. artificial intelligence geological subdiscipline environmental science 861 geologist reservoir characterization tunnel deformation reservoir geomechanics evaluation engineering geology machine learning society iop...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-330
.... Therefore, it is urgent to establish an evaluation model that can comprehensively evaluate the shield machine type selection in coastal complex stratum. geology machine learning evaluation shield artificial intelligence society iop publishing iop conf stratum geologist evolutionary algorithm...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-353
... artificial intelligence waveform inversion structural geology machine learning plate tectonics reservoir characterization environmental science 861 conference application wavefield windowed waveform accuracy iteration wavefield propagation back-propagating wavefield sensor 11th Conference...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-394
... rockburst occurred in Guancun Dam tunnel of Chengdu-Kunming railway in 1965. geologist reservoir geomechanics geology machine learning rockburst geological subdiscipline artificial intelligence society iop publishing iop conf rockburst classification tunnel environmental science 861...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-397
... Abstract Landslide susceptibility is an important activity in landslide hazard assessment. With the advancement of artificial intelligence, the machine learning algorithm is applied in the landslide susceptibility assessment, has recently gained immense attention due to the advantages...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-413
... on the grayscale Cifar-10 dataset and fine-tuned the networks on both real and simulated GPR data. The detection results show that the pre-training method is quite promising when there are few training samples [4]. deep learning machine learning discriminator society iop publishing iop conf conference...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-439
... conf construction technol artificial intelligence machine learning environmental science 861 interaction geologist concentration conference reservoir characterization torque tbm construction thrust asian rock mechanic society 11th Conference of Asian Rock Mechanics Society IOP...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-436
.... data mining detection algorithm detection algorithm sery environmental science 861 artificial intelligence representation abnormality machine learning society iop publishing iop conf conference piecewise linear representation threshold anomaly detection algorithm anomaly detection...
Proceedings Papers

Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-113
... geology geological subdiscipline hongmei south road tunnel artificial intelligence intelligent disaster prevention platform conference tunnel machine learning information environmental science 861 geologist reservoir geomechanics firefighter accident society iop publishing iop conf...

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