Ilia Panfilov
Biographic Data
| ID | 8067583 |
|---|---|
| NAME | Ilia Panfilov |
| GIVEN NAMES | Ilia |
| FAMILY NAME | Panfilov |
| SIGNATURE | PANFILOV I |
| AFFILIATIONS | Bauman Moscow State Technical University |
| ORCID | 0000-0002-6465-1748 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 3 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Application of gradient boosting for landslide risk assessment in mountainous areas
Introduction. Reliable prediction of hazardous slope processes remains a significant challenge in engineering geology due to the complex nonlinear relationships between topographic, geological, and hydrological factors. Conventional statistical approaches often demonstrate limited predictive capability when applied to heterogeneous mountainous environments. This study investigates the applicability of a gradient boosting algorithm for improving t…
Geomechanical aspects of stress and seismic control in ore mining
Introduction. This study focuses on substantiating geomechanical approaches to stress control in ore-bearing rock masses and reducing technogenic seismicity during blasting operations. The relevance of the research is обусловлена the need to improve the stability of underground workings, ensure industrial safety, and reduce the environmental impact of blasting processes. Existing methods of stress control are often fragmented and do not account f…
Air and space vehicle production
We analyze the problems of increasing the innovative activity of air and space vehicle manufacturing enterprises in Russia by the year 2021 and consider indicators reflecting the innovative activity of organizations, such as the implementation of innovations, the proportion of organizations engaged in technological innovation, cost of technological innovation by the source of funds, the dynamics of the innovative production output. Besides, corre…
No prominent works on this page.
Air and space vehicle production
We analyze the problems of increasing the innovative activity of air and space vehicle manufacturing enterprises in Russia by the year 2021 and consider indicators reflecting the innovative activity of organizations, such as the implementation of innovations, the proportion of organizations engaged in technological innovation, cost of technological innovation by the source of funds, the dynamics of the innovative production output. Besides, corre…
Geomechanical aspects of stress and seismic control in ore mining
Introduction. This study focuses on substantiating geomechanical approaches to stress control in ore-bearing rock masses and reducing technogenic seismicity during blasting operations. The relevance of the research is обусловлена the need to improve the stability of underground workings, ensure industrial safety, and reduce the environmental impact of blasting processes. Existing methods of stress control are often fragmented and do not account f…
Application of gradient boosting for landslide risk assessment in mountainous areas
Introduction. Reliable prediction of hazardous slope processes remains a significant challenge in engineering geology due to the complex nonlinear relationships between topographic, geological, and hydrological factors. Conventional statistical approaches often demonstrate limited predictive capability when applied to heterogeneous mountainous environments. This study investigates the applicability of a gradient boosting algorithm for improving t…
Business (1 works) · Computer Science (1 works) · Confusion matrix (1 works) · Digital elevation model (1 works) · Economic and Technological Developments in Russia (1 works) · Economic and Technological Innovation (1 works) · Economic Growth and Productivity (1 works) · Economics (1 works) · Geotechnical and Geomechanical Engineering (1 works) · Gradient boosting (1 works)