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List of works by Velimir V. Vesselinov

A computationally efficient parallel Levenberg-Marquardt algorithm for highly parameterized inverse model analyses

ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding

Active layer hydrology in an arctic tundra ecosystem: quantifying water sources and cycling using water stable isotopes

scholarly article by Heather M. Throckmorton et al published 26 August 2016 in Hydrological Processes

Adaptive hybrid optimization strategy for calibration and parameter estimation of physical process models

Agent-Based Socio-Hydrological Hybrid Modeling for Water Resource Management

An agent-based approach to global uncertainty and sensitivity analysis

An investigation of numerical grid effects in parameter estimation.

scientific article published in November 2006

Analysis of hydrogeological structure uncertainty by estimation of hydrogeological acceptance probability of geostatistical models

Analytical sensitivity analysis of transient groundwater flow in a bounded model domain using the adjoint method

Aquifer structure identification using stochastic inversion

scholarly article

Blind source separation for groundwater pressure analysis based on nonnegative matrix factorization

CHROTRAN 1.0: A mathematical and computational model for in situ heavy metal remediation in heterogeneous aquifers

scientific article published in 2017

Characterizing Drought Behavior in the Colorado River Basin Using Unsupervised Machine Learning

Characterizing the impact of model error in hydrologic time series recovery inverse problems

Contaminant point source localization error estimates as functions of data quantity and model quality.

scientific article

Contaminant remediation decision analysis using information gap theory

article

Contaminant source identification using semi-supervised machine learning.

scientific article published on 8 November 2017

Coupling Basin- and Site-Scale Inverse Models of the Espanola Aquifer

scientific article published on 01 March 2003

Decision analysis for robust CO 2 injection: Application of Bayesian-Information-Gap Decision Theory

Development and Application of Numerical Models to Estimate Fluxes through the Regional Aquifer beneath the Pajarito Plateau

article

Diffusive mixing and Tsallis entropy.

scientific article published on 29 April 2015

Direct Breakthrough Curve Prediction From Statistics of Heterogeneous Conductivity Fields

article by Scott K. Hansen et al published January 2018 in Water Resources Research

Discovering hidden geothermal signatures using non-negative matrix factorization with customized k-means clustering

scholarly article

Energy-water nexus: Balancing the tradeoffs between two-level decision makers

Estimation of parameter uncertainty using inverse model sensitivities

article

Fate and transport of hexahydro-1,3,5-trinitro-1,3,5-triazine (RDX) and its degradation products in sedimentary and volcanic rocks, Los Alamos, New Mexico

scientific article published on 02 May 2017

Geostatistical, type-curve, and inverse analyses of pneumatic injection tests in unsaturated fractured tuffs at the Apache Leap Research Site near Superior, Arizona

Identification of Pumping Influences in Long-Term Water Level Fluctuations

scientific article published on 01 May 2011

Identification of release sources in advection–diffusion system by machine learning combined with Green’s function inverse method

Identifying arbitrary parameter zonation using multiple level set functions

Improved inverse modeling for flow and transport in subsurface media: Combined parameter and state estimation

scholarly article

Inferring subsurface heterogeneity from push-drift tracer tests

Integrated modeling approach for optimal management of water, energy and food security nexus

Inverse Modeling of Subsurface Flow and Transport Properties: A Review with New Developments

article

Isotopic evidence for reduction of anthropogenic hexavalent chromium in Los Alamos National Laboratory groundwater

scholarly article

Large‐scale inverse model analyses employing fast randomized data reduction

Local Equilibrium and Retardation Revisited

scientific article

Long-term stability of dithionite in alkaline anaerobic aqueous solution

Machine Learning

Machine Learning for Geothermal Resource Exploration in the Tularosa Basin, New Mexico

Machine learning in Earth and environmental science requires education and research policy reforms

scholarly article

Machine learning to discover mineral trapping signatures due to CO2 injection

Machine learning to identify geologic factors associated with production in geothermal fields: a case-study using 3D geologic data, Brady geothermal field, Nevada

scientific article

Machine-learning predictions of the shale wells’ performance

Maximum likelihood Bayesian averaging of airflow models in unsaturated fractured tuff using Occam and variance windows

article by Eric Morales-Casique et al published 18 March 2010 in Stochastic Environmental Research and Risk Assessment

Near-optimal placement of monitoring wells for the detection of potential contaminant arrival in a regional aquifer at Los Alamos National Laboratory

Nonnegative Matrix Factorization for identification of unknown number of sources emitting delayed signals

scientific article published on 8 March 2018

Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers

Nonnegative tensor factorization for contaminant source identification

scientific article published on 04 December 2018

Nonnegative/Binary matrix factorization with a D-Wave quantum annealer

scientific article published in PLoS ONE

Numerical inverse interpretation of multistep transient single-hole pneumatic tests in unsaturated fractured tuffs at the Apache Leap Research Site

Numerical inverse interpretation of single-hole pneumatic tests in unsaturated fractured tuff

scientific article published on 01 September 2001

Publisher Correction: Machine learning in Earth and environmental science requires education and research policy reforms

correction of a scholarly article

Push-pull tracer tests: Their information content and use for characterizing non-Fickian, mobile-immobile behavior

Radial flow to a partially penetrating well with storage in an anisotropic confined aquifer

Robust Decision Analysis for Environmental Management of Groundwater Contamination Sites

Stochastic inverse method for estimation of geostatistical representation of hydrogeologic stratigraphy using borehole logs and pressure observations

Theoretical interpretation of a pronounced permeability scale effect in unsaturated fractured tuff

Three-dimensional numerical inversion of pneumatic cross-hole tests in unsaturated fractured tuff: 1. Methodology and borehole effects

article

Three-dimensional numerical inversion of pneumatic cross-hole tests in unsaturated fractured tuff: 2. Equivalent parameters, high-resolution stochastic imaging and scale effects

ToQ.jl: A high-level programming language for D-Wave machines based on Julia

scholarly article published September 2016

Two-Stage Fracturing Wastewater Management in Shale Gas Development

scientific article published in February 2017

Unsupervised Machine Learning for Analysis of Coexisting Lipid Phases and Domain Growth in Biological Membranes

Unsupervised Machine Learning for Analysis of Phase Separation in Ternary Lipid Mixture

scientific article published on 07 October 2019

Unsupervised phase mapping of X-ray diffraction data by nonnegative matrix factorization integrated with custom clustering

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