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Keyword Topic: Machine Learning

David Benson

David Benson
David Benson Headshot
Geology & Geological Engineering
Professor
dbenson@mines.edu
Website
Affiliated Pillar(s): Environment | Fundamentals
Research Focus Areas: Advanced Mathematics for the Modern World | Basic Science Principles Investigated through Applied Computing | Clean & Sustainable Water Systems
Keywords: Applied Mathematics | Bioremediation | Computational Analysis | Computational Mathematics | Contaminant Fate & Transport | Groundwater Contamination | High Performance Computing | Hydrogeological Systems | Hydrology | Machine Learning | Modeling & Simulation | Optimization Techniques | Partial Differential Equations | Spatial Statistics | Subsurface Fluid Dynamics | Uncertainty Quantification | Water Quality Monitoring

Micah Corah

Micah Corah
Micah Corah Headshot
Computer Science
Assistant Professor
micah.corah@mines.edu
Website
Affiliated Pillar(s): Frontiers
Research Focus Areas: Computing for Innovation | Innovation in Computing | Robotics for the Modern World
Keywords: Algorithms | Cyber-Physical Systems | Environmental Monitoring | Machine Learning | Multi-Robot Systems | Robot Learning & Adaptive Systems | Robot Perception | Robot Planning & Control | Search & Rescue | Space Exploration | Uncertainty Quantification | Underground Safety

Kaveh Fathian, PhD

Kaveh Fathian, PhD
Kaveh Fathian Headshot
Computer Science
Assistant Professor
kaveh.fathian@mines.edu
Website
Affiliated Pillar(s): Frontiers | Fundamentals
Research Focus Areas: Advanced Mathematics for the Modern World | Robotics for the Modern World
Keywords: Algorithms | Applied Mathematics | Applied Robotics | Machine Learning | Multi-Robot Systems | Optimization Techniques | Robot Architectural Design | Robot Learning & Adaptive Systems | Robot Perception | Robot Planning & Control | Simulations

Dorit Hammerling, PhD

Dorit Hammerling, PhD
Dorit Hammerling Headshot
Applied Mathematics & Statistics
Associate Professor
hammerling@mines.edu
Affiliated Pillar(s): Environment | Frontiers | Fundamentals
Research Focus Areas: Advanced Mathematics for the Modern World | Carbon Management & Air Quality | Computing for Innovation | Engineering Solutions for a Sustainable Future | Environmental & Climate Data Science
Keywords: Air Quality Monitoring | Atmospheric Modeling & Forecasting | Computational Analysis | Data Science | Earth Observation Data & Analysis | Environmental Modeling | Environmental Monitoring | Fugitive Emission & Leak Detection | Geospatial Data Analysis & Mapping | High Performance Computing | Industrial Emissions Monitoring & Control | Machine Learning | Methane Emission Reduction | Modeling & Simulation | Remote Sensing | Spatial Statistics | Uncertainty Quantification

Rennie Kaunda PhD, PE

Rennie Kaunda PhD, PE
Rennie Kaunda Headshot
Mining Engineering
Associate Professor
rkaunda@mines.edu
Website
Affiliated Pillar(s): Earth | Frontiers | Fundamentals
Research Focus Areas: Advanced Resource Extraction Production & Processing | Basic Science Principles Investigated through Applied Computing | Critical Materials & Supply Chains | Engineering Solutions for a Safer Planet | Managing Earth's Water Resources | Underground Infrastructure Development
Keywords: Critical Materials / Minerals / Metals | Enhanced Mineral Extraction | Environmental Modeling | Finite Element Analysis | Geotechnical Engineering | Hydrogeological Systems | In-Situ Recovery | Machine Learning | Mine Waste / Tailings to Resources | Mine Water | Natural Hazard Assessment & Risk Reduction | Rock & Soil Mechanics | Space Resources Development | Subsurface Imaging & Mapping | Sustainable Resource Management | Underground Construction & Tunnel Engineering | Underground Safety | Waste Minimization

George Kontoudis

George Kontoudis
George Kontoudis Headshot
Mechanical Engineering
Assistant Professor
george.kontoudis@mines.edu
Website
Affiliated Pillar(s): Frontiers
Research Focus Areas: Computing for Innovation | Innovation in Computing | Robotics for the Modern World | Space Exploration & Resource Development
Keywords: Cyber-Physical Systems | Data Science | Environmental Monitoring | Machine Learning | Medical Devices | Multi-Robot Systems | Networked Systems | Remote Sensing | Robot Architectural Design | Robot Grasping & Manipulation | Robot Learning & Adaptive Systems | Robot Planning & Control | Search & Rescue | Uncertainty Quantification

Stephen Pankavich, PhD

Stephen Pankavich, PhD
Stephen Pankavich Headshot
Applied Mathematics & Statistics
Department Head & Professor
pankavic@mines.edu
Website
Affiliated Pillar(s): Frontiers | Fundamentals
Research Focus Areas: Advanced Mathematics for the Modern World | Basic Science Principles Investigated through Applied Computing | Computing for Innovation | Innovation in Computing
Keywords: Algorithms | Applied Mathematics | Computational Analysis | Computational Biology | High Performance Computing | Machine Learning | Mathematical Modeling | Modeling & Simulation | Multiscale Theory & Analysis | Partial Differential Equations | Self- & Directed Assembly | Simulations | Uncertainty Quantification

Estelle Smith, PhD

Estelle Smith, PhD
Estelle Smith Headshot
Computer Science
Assistant Professor
estellesmith@mines.edu
Website
Affiliated Pillar(s): Environment | Foundations | Frontiers
Research Focus Areas: Economic Feasibility & Social Acceptance | Engineering Solutions for a Sustainable Future | Entrepreneurship & Innovation | Ethics & Values | Innovation in Computing | Intersections of Science Policy & Governance | Robotics for the Modern World | Soil Health & Human Wellness
Keywords: Algorithms | Data Science | Human Robot Interaction | Human-Centered Computing | Machine Learning

Pejman Tahmasebi

Pejman Tahmasebi
Pejman Tahmasebi Headshot
Petroleum Engineering
Associate Professor
tahmasebi@mines.edu
Website
Affiliated Pillar(s): Earth | Frontiers | Fundamentals
Research Focus Areas: Basic Science Principles Investigated through Applied Computing | Computing for Innovation | Exploring the Subsurface through Modeling & Mapping | Managing Earth's Water Resources | Materials & Manufacturing of the Future | Underground Infrastructure Development
Keywords: Additive Manufacturing | Computational Analysis | Environmental Monitoring | Finite Element Analysis | Geotechnical Engineering | Hydrogen Storage & Capture | Hydrogeological Systems | Machine Learning | Materials Design | Materials for Extreme Environments | Materials Physics | Mechanical Behavior | Modeling & Simulation | Multiscale Theory & Analysis | Rock & Soil Mechanics | Space Exploration | Subsurface Fluid Dynamics | Uncertainty Quantification

Frances Zhu, PhD

Frances Zhu, PhD
Frances Zhu Photo
Mechanical Engineering
Assistant Professor
frankie.zhu@mines.edu
Website
Affiliated Pillar(s): Frontiers
Research Focus Areas: Computing for Innovation | Innovation in Computing | Robotics for the Modern World | Space Exploration & Resource Development
Keywords: Algorithms | Applied Robotics | Computational Analysis | Cyber-Physical Systems | Data Science | Educational Tools & Technology | Embedded Systems | Environmental Monitoring | Human Robot Interaction | Intelligent Transportation | Machine Learning | Modeling & Simulation | Multi-Robot Systems | Robot Architectural Design | Robot Learning & Adaptive Systems | Robot Locomotion | Robot Perception | Robot Planning & Control | Search & Rescue | Simulations | Space Exploration | Space Mining Technologies | Space Power & Energy Systems | Space Resources Development | Space Sampling & Analysis | Spacecraft Design & Control | Systems for Extreme Environments | Uncertainty Quantification