Praveen Kumar

Employment

• Max Planck Institute for Biogeochemistry
  2024 - Present

Education

• Indian Institute of Technology Mandi Ph.D.
  2021 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (31)

• X-STEP: A Stacked XGBoost Model for High-Precision Temperature Prediction in Medical Logistics
  2026 DOI: 10.1007/978-981-95-2872-1_31
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• An ensemble random forest model for seismic energy forecasting
  Natural Hazards and Earth System Sciences 2025 DOI: 10.5194/nhess-25-3713-2025
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• FDRL: a data-driven algorithm for forecasting subsidence velocities in Himalayas using conventional and traditional soil features
  Scientific Reports 2025 DOI: 10.1038/s41598-025-12932-5
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• GeoSense: A Smart IoT-Driven Framework for Landslide Monitoring in the Himalayas
  Advances in the Internet of Things Challenges Solutions and Emerging Technologies 2025 DOI: 10.1201/9781003506638-9
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• Improving generalization in slope movement prediction using sequential models and hierarchical transformer predictor autoencoder
  SCIENTIFIC REPORTS 2025 DOI: 10.1038/S41598-025-97147-4
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• MultiModel and Multi-step LSTM Model for Landslide Prediction
  2025 DOI: 10.1007/978-981-96-6935-6_21
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• Smart Landslide Monitoring and Warning Systems With IOT Technologies
  Internet of Things A to Z Technologies and Applications 2025 DOI: 10.1002/9781394280490.ch14
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• XEMST: Revolutionizing Smart Medical Logistics with Advanced Humidity Prediction Through Stacking Ensemble Models
  2025 DOI: 10.1007/978-981-96-6432-0_19
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• Smart Predicators Forecasting Electricity: Using Machine Learning
  2024 International Conference on Smart Devices Icsd 2024 2024 DOI: 10.1109/ICSD60021.2024.10750940
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• Predictive Modelling of Himalayan Soil Movement: Addressing Imbalance with Synthetic Variational Autoencoder Data in Kamand Valley
  2024 DOI: 10.1007/978-981-97-3299-9_11
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