Dr. Kunwar Mrityunjai Sharma

Kunwar Mrityunjai Sharma, Ph.D.

Quantitative Analyst & Senior Researcher | Subsurface Modeling & Environmental Risk
📍 Espoo, Finland 02150 ✉️ Sharmamrityunjai@gmail.com 📞 +358 504795111 🔗 linkedin.com/in/mrityunjaish

Quantitative analyst and senior researcher with a Ph.D. from IIT Bombay and over 6.5 years of experience in numerical modeling, environmental risk characterization, and multi-stakeholder project delivery. Experienced in leading cross-functional consortia, preparing competitive business and research proposals, and delivering advisory-level technical reports to national regulators across the Nordics. Skilled at translating complex quantitative data into clear strategic recommendations, financial and technical project plans, and risk assessments for energy, waste management, and sustainability projects.

6.5+
Years Numerical Modeling
17
Peer-Reviewed Papers
9
Conference Proceedings
3
Nordic Regulators Advised

Areas of Expertise

Quantitative & Technical Analysis

Numerical Simulation & Data Analytics

  • Numerical simulation & finite element modeling
  • Scenario modeling & environmental risk assessment
  • Data-worth analysis & Bayesian calibration
  • Sensitivity analysis & uncertainty quantification

Project & Consortium Management

International Research Leadership

  • Cross-border multi-partner consortium leadership
  • Budget allocation & financial milestone tracking
  • Risk mitigation & quality compliance monitoring
  • Multi-agency institutional coordination

Proposal & Business Development

Bid Preparation & Scoping

  • Scoping client requirements & industrial contracts
  • Drafting bilateral competitive project bids
  • Authoring multi-partner EU Horizon funding bids
  • Client pipeline technical translation

Stakeholder & Regulatory Advisory

Nordic Regulatory Liaison

  • Direct liaison with Nordic regulators (SSM Sweden, NND Norway)
  • Translating numerical outputs for decision makers
  • Technical compliance reviews for deep repositories
  • Long-term containment safety assessments

Software & Scientific Computing

Languages, Frameworks & GIS

  • Programming: Python (NumPy, SciPy, PyTorch, GeoPandas, Scikit-Learn), C++, MATLAB, R, SQL, Bash
  • Simulation: COMSOL Multiphysics, pychan3d, Finite Element Solvers
  • Spatial Tools: QGIS, ArcGIS, Mesh Generation Tools

Data Principles & Governance

Standards & Version Control

  • FAIR and CARE research data management
  • Git version control & open-source package pipelines
  • Automated test suites & open documentation
  • Active learning & semantic segmentation workflows

Professional Experience

Senior Scientist | VTT Technical Research Centre of Finland

May 2023 - June 2026 | Espoo, Finland
  • Analyzed cyclic triaxial compaction and consolidation datasets for clay and bentonite materials, evaluating deformation and sealing under high mechanical stress.
  • Engineered computational pipelines in Python implementing active learning algorithms to isolate high-uncertainty observations and optimize experimental sampling schedules.
  • Jointly coordinated a research consortium comprising VTT, the Geological Survey of Finland (GTK), and the University of Jyväskylä, managing milestones, cross-team data delivery, and technical reports.
  • Directed code modernization for the pychan3d hydrogeological simulation package, introducing modular data architectures, test suites, and open documentation.
  • Provided technical guidance to research staff on numerical modeling and statistical data interpretation.

Researcher | Uppsala University

Dec 2021 - Dec 2022 | Uppsala, Sweden
  • Micro-to-Macro Subsurface Modeling: Built high-resolution 3D models to evaluate transport pathways and pore-scale connectivity under low-permeability conditions.
  • Data Integration & Sensitivity Pipelines: Developed automated pipelines to integrate structural scan data and borehole logs from the Ă„spö Hard Rock Laboratory, assessing parameter sensitivities under sparse observations.
  • Technical Reporting: Prepared compliance documentation and technical assessments for Swedish national regulatory review.

Postdoctoral Researcher | Uppsala University

Dec 2019 - Dec 2021 | Uppsala, Sweden
  • Diagnostic Structural Connectivity: Formulated diagnostic methods to quantify spatial heterogeneity and fractional connectivity in discontinuous media.
  • Inverse Modeling & Calibration: Integrated heterogeneous experimental datasets using data-worth analysis to reduce non-uniqueness and improve predictive accuracy.
  • 3D Lattice Algorithmic Optimization: Optimized algorithms to translate 3D structural mapping datasets into computational simulation grids.

Research Associate | IIT Bombay

Apr 2019 - Sep 2019 | Mumbai, India
  • Microscale Multiphysics Modeling: Conducted finite element simulations in COMSOL Multiphysics coupling Navier-Stokes and Darcy-Brinkman fluid mechanics across complex pore and fracture geometries.
  • Structural Analysis: Collaborated with engineering geology groups to evaluate pore pressure distribution and mechanical displacement.

Doctoral Researcher | IIT Bombay

July 2015 - Apr 2019 | Mumbai, India
  • Porous Media Analysis: Evaluated non-linear flow regimes, geometry variations, and hydraulic conductivity across physical specimens through laboratory testing and numerical solvers.
  • Mathematical Formulation: Developed dual-porosity models to quantify dynamic matrix-pore fluid exchange.

Key Research & Technical Projects

Waste Characterisation & Disposal Methodology (NND Project)

VTT Technical Research Centre of Finland

Executed technical evaluations across two dedicated work packages delivering detailed radioactive waste characterisation and technical recommendations on deep repository disposal methods for Norwegian Nuclear Decommissioning.

NND Norway Deep Repository Radioactive Waste

Constitutive & Geotechnical Modeling (SAFER-SAGE)

VTT Technical Research Centre of Finland

Executed constitutive and statistical modeling of cyclic triaxial test data to evaluate non-linear deformation, shear strength, and hydro-mechanical sealing limits of compacted soils under extreme confining stress.

Bentonite Barriers Cyclic Triaxial Constitutive Models

Subsurface Flow & Table Dynamics (GG_LIFECYCLE)

VTT Project Management & Government Grant

Formulated coupled numerical simulations to predict transient rainfall infiltration, groundwater table fluctuations, and long-term drainage performance around containment systems.

Project Manager Transient Infiltration Groundwater Dynamics

Stochastic Network & Transport Modeling (pychan3d / SSM Project)

Uppsala University & Swedish Radiation Safety Authority

Optimized and refactored the open-source pychan3d library in Python and C++, generating large-scale stochastic channel networks to simulate transport pathways and breakthrough times under sparse data constraints.

pychan3d SSM Sweden Channel Networks

Transient Pressure & Flow-Dimension Analysis

Uppsala University & Äspö Hard Rock Laboratory

Developed an apparent flow-dimension methodology to detect structural anomalies and spatial heterogeneity from noisy, transient hydraulic data streams in crystalline rock.

Äspö HRL Flow Dimension Hydraulic Testing

Soft Computing for Soil Characterization

IIT Bombay

Built artificial neural network (ANN) models to predict the modulus of elasticity and mechanical properties of soils from index testing data, replacing slow empirical correlations with data-driven surrogates.

Neural Networks Surrogate Modeling Geomechanics

Positions of Responsibility

Project Manager

GG_LIFECYCLE Project, VTT

Directed project scope, budget allocation, technical milestones, and client reporting for multi-scale subsurface flow and infiltration dynamics.

Deputy Project Manager

SAFER-HAGEN Project, VTT

Co-managed a multi-institution research consortium involving VTT, GTK, and University of Jyväskylä, overseeing research deliverables and hazard characterization.

Coordinator (Activities & Games)

Research Day 2025, VTT

Organized inter-departmental technical presentations, poster sessions, and cross-functional scientific discussions.

Marketing & Sponsorship

Indian Landslide Congress (2017)

Led digital marketing and sponsorship drives for national engineering geology conference at IIT Bombay.

Registration Coordinator

INDOROCK (2016)

Coordinated delegate logistics, registrations, and technical session execution at IIT Bombay.

Team Leader & Invigilator

Kol Dam CAT Plan, Himachal Pradesh

Supervised field team operations and environmental monitoring programs across forest divisions.

Consultancy & Industrial Work

Client Technical Advisory | Norwegian Nuclear Decommissioning (NND)

Norway

Delivered numerical evaluation reports and predictive transport analysis for radioactive waste containment and licensing reviews.

Slope Stability & Rockfall Mitigation | Pune-Mumbai Expressway

Maharashtra State Road Development Corporation (MSRDC)

Performed field investigations, discontinuity mapping, and kinematic slope stability analysis to design rockfall protection systems along transport corridors.

Heritage Infrastructure Stability Assessment | Sinhagad Fort

Pune, India (2017)

Conducted field geotechnical evaluations and structural slope stability assessments to prevent rockfall hazards along heritage access roads.

Foundation & Slope Stability Evaluation | Halkara Building Site

Mumbai, India (2015 - 2017)

Analyzed foundation condition data, rock mass stability, and retaining requirements for urban infrastructure development.

Underground Tunnel Stability Analysis | Kiratpur-Manali Highway

Himachal Pradesh, India (2015)

Evaluated rock mass properties and excavation support requirements for high-altitude transport tunnel construction.

Geomechanical Investigation | Saptashringi Gad Temple

Nashik, India (2014 - 2016)

Assessed joint orientation kinematics and slope stability to safeguard pilgrimage walkways from rockfall hazards.

Advanced Interactive Computational Simulations

MODFLOW-USG / USG-Transport v2.8.0

Control Volume Finite Difference Simulator

Simulates advanced groundwater flow & transport using unstructured grids, Connected Linear Networks (CLN), and PFAS chain decay.

Launch USG Simulator

Slope Stability & Multi-Layer Assessor

Limit Equilibrium Method

Computes Factor of Safety ($FS$) across user-defined multi-layer soil/rock profiles with pore pressure ratios ($r_u$).

Launch Slope Model

KBS-3 Canister Spacing & Thermal Sandbox

Deep Geological Repository Thermal Decay

Examines thermal decay and plume interference across KBS-3 nuclear waste canisters at -450 m depth.

Launch Canister Model

Soil-Atmosphere Carbon & GHG Flux

Trace Gas Exchanges

Simulates trace gas exchanges (COâ‚‚, CHâ‚„, Nâ‚‚O) and soil temperature/moisture coupling under dynamic weather drivers.

Launch GHG Model

2D Aquifer Contaminant Plume

FDM Flow & Transport

Features FDM groundwater flow solver, point-source placement, extraction capture zones, and dispersion dynamics.

Launch Transport Model

2D Channel Network Model (CNM)

pychan3d Principles

Features FDM Gauss-Seidel hydraulic solver and flow-proportional particle advective transport.

Launch CNM Model

Research Blog & Articles

Published technical articles and notes synced directly from Notion database storage.

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Education & Academic Credentials

Ph.D. in Hydrogeology & Engineering Geology

IIT Bombay | 2015 - 2019

Thesis: Numerical Analysis of fluid flow through rock discontinuities

MHRD Scholarship Recipient

M.Sc. in Applied Geology

IIT Bombay | 2013 - 2015

Dissertation: Effect of discontinuities on the permeability of the rock mass

Coursework: Groundwater Geology, Statistical Methods, Programming, Modern Analytical Methods

B.Sc. (Honours) in Geology

Hansraj College, University of Delhi | 2010 - 2013

Comprehensive foundation in Earth System Science, Structural Geology, Petrology, Stratigraphy, Hydrogeology, and Engineering Geology.

Collaborative Institutional Network

Active research and engineering collaborations across European and North American institutions:

Uppsala University (Sweden) Research Institutes of Sweden (RISE) University of Jyväskylä (Finland) Geological Survey of Finland (GTK) Stockholm University (Sweden) Lawrence Berkeley National Laboratory (USA) Swedish Radiation Safety Authority (SSM) Southwest Research Institute (USA) Clearwater Hardrock Consultancy (USA)

Publications & Scientific Output

Author of 17 peer-reviewed journal articles and 9 international conference proceedings in premier hydrogeological and geomechanical journals, including Water Resources Research, Advances in Water Resources, Hydrogeology Journal, and Journal of Nuclear Fuel Cycle and Waste Technology.

Invited Lectures & International Conferences:

  • European Geosciences Union (EGU General Assembly), Vienna, Austria
  • Computational Methods in Water Resources (CMWR), GdaĹ„sk, Poland
  • American Geophysical Union (AGU Fall Meeting), USA
  • Department of Civil Engineering, Monash University, Melbourne, Australia
1. Impact of Rainfall Patterns on a Near-Surface Radioactive Waste Disposal Facility: Climate Change and Long-Term Perspectives
Park, J.B., Sharma, K.M. (2025)
Journal of Nuclear Fuel Cycle and Waste Technology, 23(2), 239-264.
DOI: 10.7733/jnfcwt.2025.016
2. Characteristics of flow and transport in low-permeability fractured rock based on a channel network model
Sharma, K.M., Tsang, C.-F., Geier, J., Pensado, O., Stothoff, S., Niemi, A. (2025)
Advances in Water Resources, 202, 105016.
DOI: 10.1016/j.advwatres.2025.105016
3. Channel Network Model of Flow and Transport in Low-Permeability Fractured Rock and its Characteristics
Sharma, K.M., Tsang, C.F., Geier, J., Pensado, O., Stothoff, S., Niemi, A. (2023)
SSRN Electronic Journal, 5012672.
DOI: 10.2139/ssrn.5012672
4. Channel network modeling of flow and transport in fractured rock at the Äspö HRL: Data-worth analysis for model development, calibration and prediction
Dessirier, B., Sharma, K.M., Pedersen, J., Tsang, C.F., Niemi, A. (2023)
Water Resources Research, 59(5), e2022WR033816.
DOI: 10.1029/2022WR033816
5. Apparent flow-dimension approach to the study of heterogeneous fracture network systems
Sharma, K.M., Dessirier, B., Tsang, C.F., Niemi, A. (2023)
Hydrogeology Journal, 31(4), 873-891.
DOI: 10.1007/s10040-023-02796-3

Extracurricular Activities & Leadership

Music & Stage Performance

Lead Guitarist & Vocalist

  • Live concerts before audiences exceeding 1,000 attendees at the Helsinki Annual Fest (2024, 2025, 2026).
  • Featured performances at the Stockholm Cultural Fest (2020, 2021, 2022).
  • Winner of Battle of the Bands (PG Cult, IIT Bombay, 2016 - 2017).
  • Proficient keyboardist and active drum learner.

Competitive Sports & Strategy

Cricket & Tournament Chess

  • Active competitive chess player with a 1450 rating.
  • Winner of the PG Sports Cricket Tournament, IIT Bombay (2013 - 2014).
  • Winner of the Energy Science Premier League (ESPL) Cricket Tournament, IIT Bombay.

Honors & Creative Arts

Campus Leadership & Scout Service

  • Awarded "Jewel of Hostel 16", IIT Bombay (2013 - 2014) for residential leadership.
  • Conferred the "Rajya Puraskar" (Governor's Award) for Scout and Guide Services (2007).
  • Regional awards in competitive dance and institutional recognition for photography.

Get In Touch

Open for technical consulting, regulatory advisory, research consortium collaborations, and quantitative modeling projects.

Sharmamrityunjai@gmail.com LinkedIn Profile

Espoo, Finland 02150 | Phone: +358 504795111