Keyword Topic: Machine Learning

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: Computational Analysis | Data Science | Environmental Monitoring | High Performance Computing | Machine Learning | Modeling & Simulation | 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: Environmental Modeling | Finite Element Analysis | Geotechnical Engineering | Hydrogeological Systems | Machine Learning | Natural Hazard Assessment & Risk Reduction | Rock & Soil Mechanics | Underground Construction & Tunnel Engineering | Underground Safety

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
Professor and Department Head
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 | 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

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