SM
Shreyansh Mishra
Bureau de Recherches Géologiques et Minières, Indian Institute of Technology BHU, Central University of Jharkhand
0000-0003-0318-8806
About
My research focuses on bridging the gap between hydrogeology and AI with focus on large scale simulation-optimization for managing river-aquifer exchanges.
Employment
-
Bureau de Recherches Géologiques et Minières Postdoctoral Researcher, Hydrogeologist and Data engineer2025 - Present
-
Indian Institute of Technology BHU PhD Researcher2020 - 2024
Education
-
Central University of Jharkhand 5 year Integrated masters in water engineering and management2015 - 2020
Projects & Funding
Projects & funding information is unavailable.
Publications (12)
- How effective are physics-informed neural networks compared to machine learning in predicting groundwater flow in complex heterogeneous aquifers? Save
- Deciphering the dependencies of piezometric signals on hydroclimatic and anthropogenic forcings using time-series models Save
- Many objective simulation optimization for managing groundwater supply system for sustainable river-aquifer exchanges in alpine river Basin: Perceptions from water-energy-food-environment (WEFE) nexus Save
- Estimation of Lateral River Aquifer Exchanges with Physics Informed Neural Networks Save
- Exploring Simulation-Optimization for Sustainable Groundwater Management: A Critical Review Save
- Multi-Facet analysis of analytical and numerical models to resolve sustainable artificial recharge rates in unconfined aquifers Save
- Cluster-based delineation of optimal sites for managed aquifer recharge: a case study of Lower Betwa River Basin, India Save
- Design and Development of an IoT-based Greenhouse Gas Monitoring System Save
- Evaluating groundwater depletion under natural and induced stresses: a numerical modeling approach toward aquifer sustainability Save
- Handling Large Decision Variables in Multi-Objective Groundwater Optimization Problems: Aquifer Parameter-Based Clustering Approach Save