Bibliography: 1. Sidorov D. V., Ponomarenko T. V. Methodology of assessment of geodynamic state of natural-technogenic systems in the implementation of field development projects. Gornyi Zhurnal. 2020, no. 1, pp. 49—52. [In Russ]. DOI: 0.17580/gzh.2020.01.09.
2. Baryakh A. A., Sanfirov I. A., Dyakonov M. V., Lobanov S. Y., Nikiforova A. I. Information support for geomechanical calculations of the stability of a mined-out rock mass with a complex tectonic structure. Russian Journal of Earth Sciences. 2024, vol. 24, no. 1, pp. ES1005. [In Russ]. DOI: 10.2205/2024ES000894.
3. Zherlygina E. S., Kuranova M. E., Gusev V. N., Odintsov E. E. Identification of hazardous areas based on the study of technogenic cracks in rock masses. Russian Mining Industry Journal. 2025, no. 1, pp. 162—169. [In Russ]. DOI: 10.30686/1609-9192-2025-1-162-169.
4. Ponomarenko M. R., Kutepov Y. I. Mining complexity assessment to substantiate deformation monitoring at open pit mines. Journal of Mining Science. 2021, vol. 6, pp. 986—994. DOI: 10.1134/S1062739121060119.
5. Gladkov I. V., Yakunchikov E. N., Rumyantsev A. E., Sonnov M. A. Modeling the impact of open-pit mining on the state of the underlying rock mass when planning underground mining using the CAE Fidesys software package. Russian Mining Industry Journal. 2024, no. 4, pp. 165—172. [In Russ]. DOI: 10.30686/1609-9192-2024-4-165-172.
6. Zakharov V. N., Fedotenko V. S., Efremovtsev N. N. Study of the Technogenic Impact of Blasting Operations in Open-Pit Coal Mining. Ugol'. 2023, no. 12, pp. 73—79. [In Russ]. DOI: 10.18796/0041-5790-2023-12-73-79.
7. Kulikova E. Y., Polyankin A. G., Potokina A. M. Specifics of geotechnical risk management in the design of underground structures. Journal of Mining Institute. 2023, vol. 264, pp. 895—905. [In Russ].
8. Zubov V. P., Sokol D. G. Technologies for intensive development of potash seams by longwall mining at great depths: current problems and improvement directions. Journal of Mining Institute. 2023, vol. 264, pp. 874—885. [In Russ].
9. Bagautdinov I. I., Shabarov A. N., Loktyukhova O. Y. Rockbursts and their relation to geological and structural features of the rock mass. Gornyi Zhurnal. 2025, no. 3, pp. 53—60. [In Russ]. DOI: 10.17580/gzh.2025.03.08.
10. Shabarov A. N., Smirnov E. V. Methodological principles for forecasting hazardous natural processes based on geodynamic zoning of the subsurface. MIAB. Mining Inf. Anal. Bull. 2024, no. 11-1, pp. 157—170. [In Russ]. DOI: 10.25018/0236_1493_2024_111_0_157.
11. Kirsanov A. K., Vokhmin S. A., Barkhatov D. V. Risk assessment in preparation for deep-level deposit mining (case study: «Glubokaya» shaft, «Skalistyy» mine). News of the Tula state university. Sciences of Earth. 2025, no. 1, pp. 66—77. [In Russ].
12. Yakovlev V. L., Glebov A. V., Zhuravlev A. G., Zharikov S. N., Shimkiv E. S. Methodological aspects of transitional processes in the formation of mining systems in deep open pits. Journal of Mining Sciences. 2024, no. 6, pp. 85—97. [In Russ]. DOI: 10.15372/FTPRPI20240610.
13. Kutepova N. A., Kutepov Yu. I., Kudashov E. S., Daniliev S. M. Strength of phosphogypsum mixed with nepheline slime in construction of embankments of gypsum ponds. MIAB. Mining Inf. Anal. Bull. 2020, no. 10, pp. 67—78. [In Russ]. DOI: 10.25018/0236-1493-2020-10-0-67-78.
14. Ivanov S. V. On the possibilities of using mining and industrial waste in the Murmansk region. Proceedings of the Komi Science centre Ural branch Russian academy of sciences. 2023, no. 3 (61), pp. 79—85. [In Russ]. DOI: 10.19110/1994-5655-2023-3-79-85.
15. Radchenko D. N., Khaydarov I. V., Zalevskaya K. N. Justification of mining and processing technology for technogenic raw materials of the Novotroitsk tailings storage facility. News of the Tula state university. Sciences of Earth. 2020, no. 1, pp. 277—289. [In Russ]. DOI: 10.46689/2218-5194-2020-1-1-277-289.
16. Smirnova A. D., Fedotov G. S., Mikhailova T. V. Geological modeling of the tutuyas site in Kuzbass using the micromine origin & beyond GIS. Ugol'. 2024, no. 6, pp. 119—124. [In Russ]. DOI: 10.18796/0041-5790-2024-6-119-124.
17. Eremenko A. A., Kopytov A. I., Filippov V. N., Volkov A. V. Assessment of the geodynamic state of rock mass during blasting of ore reserves at the Tashtagol and Sheregesh deposits. Bulletin of the Kuzbass State Technical University. 2023, no. 3 (157), pp. 70—78. [In Russ]. DOI: 10.26730/1999-4125-2023-3-70-78.
18. Isachenko A. A. Stages of project decision-making in the underground mining of structurally complex coal deposits. High Technologies for Exploration and Mining of Mineral Resources. 2023, no. 9, pp. 77—83. [In Russ].
19. Ukazaniya po zashchite rudnikov ot zatopleniya i okhrane podrabatyvaemykh ob"ektov na Verkhnekamskom mestorozhdenii kaliyno-magnievykh soley [Guidelines for mine flood protection and safeguarding undermined facilities at the Verkhnekamsk potash-magnesium salt deposit], Perm; Berezniki, 2014, 130 p.
20. Evseev A. V. Organization of regular instrumental monitoring of load-bearing elements of the mining system at the VCMKS mines. Gornoe ekho. 2020, no. 3 (80), pp. 36—39. [In Russ]. DOI: 10.7242/echo.2020.4.7.
21. Lomakin I. S., Tsayukov A. A., Evseev A. V. Physical and mathematical modeling of deformation and failure of inter-chamber pillars. Perm federal research center journal. 2021, no. 1, pp. 47—53. [In Russ]. DOI: 10.7242/2658-705X/2021.1.4.
22. Kiselev V. A., Guseva N. V. Pipeline route zoning by accident hazard level using GIS and artificial neural networks. MIAB. Mining Inf. Anal. Bull. 2022, no. 10-2, pp. 185—192. [In Russ]. DOI: 10.25018/0236_1493_2022_102_0_185.
23. Basargin A. A., Satsyuk A. V., Chedzhemov S. R. Application of spatial geological modeling for mineral resource assessment of the Udokan copper deposit (Chita region). Sustainable Development of Mountain Territories. 2024, vol. 16, no. 3, pp. 988—999. [In Russ]. DOI: 10.21177/1998-4502-2024-16-3-988-999.
24. Noskov V. A., Badtiev B. P., Pavlovich A. A. Risk management in open-pit mining. Gornyi Zhurnal. 2020, no. 2, pp. 51—55. [In Russ]. DOI: 10.17580/gzh.2020.02.06.
25. Rybak Y., Khayrutdinov M. M., Kuziev D. A., Kongar-Syuryun C. B., Babyr N. V. Forecasting the geomechanical condition of the rock mass during mining of salt deposits with backfilling. Journal of Mining Institute. 2022, vol. 253, pp. 61—70. [In Russ]. DOI: 10.31897/PMI.2022.2.
26. Pankov I. L., Anikin V. V., Beltyukov N. L., Evseev A. V., Kuzminykh V. S., Lomakin I. S., Morozov I. A., Toksarov V. N., Udartsev A. A. Study of deformation and failure of rock salt for developing geomechanical assessment methods for load-bearing elements of chamber mining systems at potash deposits. Perm federal research center journal. 2022, no. 3, pp. 14—24. [In Russ]. DOI: 10.7242/2658-705X/2022.3.2/.
27. Materova E. S., Aksenova Z. A., Sharafullina R. R., Galimova G. A., Shilov M. L. Digitalization of activities of Russian mining companies. Ugol'. 2024, no. 11, pp. 117—121. [In Russ]. DOI: 10.18796/0041-57902024-11-117-121.
28. Rylnikova M. V., Tsupkina M. V., Kirkov A. E. Big data collection and processing technologies as the basis for increasing the reliability of primary information about rock masses in the development of mineral and technogenic deposits. News of the Tula state university. Sciences of Earth. 2023, no. 1-1, pp. 308—327. [In Russ]. DOI: 10.46689/2218-5194-2023-1-1-308-327.
29. Pisetskiy V. B., Lapin S. E. On solving the problem of remote forecasting of objects with risk of hazardous geodynamic phenomena during underground mining. Occupational Safety in Industry. 2025, no. 1, pp. 90—95. [In Russ]. DOI: 10.24000/0409-2961-2025-1-90-95.
30. Sidorov D. V., Ponomarenko T. V. Application of digital geomechanical twins for forecasting and risk assessment of ore reserve loss in mining project development. Russian Mining Industry Journal. 2022, no. 3, pp. 112—117. [In Russ]. DOI: 10.30686/1609-9192-2022-3-112-117.
31. Qin X. S., Cao H., Guo L. J. Sensitivity analysis of factors influencing pillar stability in the deep stope of underground salt mine. IOP Conference Series: Earth and Environmental Science. 2020, vol. 570, no. 2, article 022002. DOI: 10.1088/1755-1315/570/2/022002.
32. Suorineni F. T., Mgumbwa J. J., Kaiser P. K., Thibodeau D. Mining of orebodies under shear loading. Part 2. Failure modes and mechanisms. Mining Technology. 2014, vol. 123, no. 4, pp. 240—249. DOI: 10.1179/1743286314Y.0000000072.
33. Egorov N. A., Fokin I. V., Dubinya N. V. Forecasting the stress–strain behavior of rock samples using a recurrent neural network. Science and technologycal developments. 2024, vol. 103, no. 2, pp. 59—74. [In Russ]. DOI: 10.21455/std2024.2-4.
34. Neverov S. A., Neverov A. A., Konurin A. I., Adylkanova M. A., Orlov D. V. Application of neural networks to determine stress changes in rock mass by photoelasticity method. Journal of Mining Sciences. 2023, no. 6, pp. 176—189. [In Russ]. DOI: 10.15372/FTPRPI20230616.
35. Fedorov A. I., Kuznetsov S. A., Ardislamova D. R., Davletova A. R., Khakimov A. A. Use of clustering methods based on mechanical properties for stress analysis at the Severo-Komsomolskoe deposit. Neft-Gaz Exposition. 2025, no. 2 (112), pp. 65—70. [In Russ]. DOI: 10.24412/2076-6785-2025-2-65-70.
36. Yuxin Wang, Alireza Rezaei, Stephen Hicks Digital twin applications in geotechnical engineering: a systematic review. Machine Learning and Data Science in Geotechnics. 2025, vol. 1, no. 1, pp. 77—91. DOI: 10.1108/MLAG-02-2025-0005.
37. Pouya Nobahar, Chaoshui Xu, Peter Dowd, Roohollah Shirani Faradonbeh Exploring digital twin systems in mining operations: A review. Green and Smart Mining Engineering. 2024, vol. 1, no. 4, pp. 474—492. DOI: 10.1016/j.gsme.2024.09.00.
38. Xiong Wang, Yue Pan, Jinjian Chen Digital twin with data-mechanism-fused model for smart excavation management. Automation in Construction. 2024, vol. 168, part A. DOI: 10.1016/j.autcon.2024.105749.