Affiliated Researchers: Machine Learning Approach

Affiliates are Penn Staters who have a connection to or an interest in the work of the Institute of Energy and the Environment.

Displaying 28 search result(s) for Machine Learning Approach.

Azaree Lintereur


Assistant Professor, Ken and Mary Alice Lindquist Department of Nuclear Engineering
Top research keywords: Gamma Ray, Multiplicity, Gamma Rays, Neutron, Learning System

Md Faisal Kabir


Assistant Professor of Computer Science, School of Science, Engineering & Technology (Harrisburg)
Top research keywords: Machine Learning, Learning System, Explainable Artificial Intelligence, Association Rules, Association Rule Mining

Soundar Kumara


Allen E. Pearce and Allen M. Pearce Professor, Harold and Inge Marcus Department of Industrial and Manufacturing Engineering
Top research keywords: Supply Chain, Multi Agent Systems, Product Family, Product Family Design, Multi-agent Systems

Satadru Dey


Assistant Professor, Mechanical Engineering
Top research keywords: Lithium-Ion Batteries, Lithium-ion Battery, State Of Charge, Fault Diagnosis, Thermal Fault

Dongwon Lee


Professor, College of Information Sciences and Technology
Top research keywords: Web Service, Web Service Composition, Web Services, Large Language Model, Experimental Result

Priya Sharma


Associate Professor, Learning and Performance Systems
Top research keywords: Cognitive Engagement, Discourse, Social Network Analysis, Online Discussion, Blogs

Joseph Najem


Assistant Professor, Mechanical Engineering
Top research keywords: Memristor, Droplet Interface Bilayer, Hydrogel, Lipid Bilayer, Biomembranes

Aron Laszka


Assistant Professor, College of Information Sciences and Technology
Top research keywords: Blockchain, Attackers, Attacker, Smart Contract, Adversary

Wangda Zuo


Professor, Architectural Engineering
Top research keywords: Fluid Dynamics, Air Flow, Fast Fluid Dynamics, Computational Fluid Dynamics, Chiller

Shihui Shen


Distinguished Professor, Division of Business, Engineering, and Information Sciences & Technology (Altoona)
Top research keywords: Asphalt Pavements, Asphalt Mixture, Pavement, Asphalt Pavement, Asphalt Binder

Mohamad Darayi


Associate Professor of Systems Engineering, Engineering Division (Great Valley)
Top research keywords: Network Components, Vulnerability, Disruptions, Multi-industry, Freight Transportation

Ryan Harne


Associate Professor in Mechanical Engineering, Mechanical Engineering
Top research keywords: Energy Harvesting, Harvesters, Vibration, Metamaterials, Energy

Sanjay Srinivasan


Department Head and Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Reservoir Model, Dynamic Data, Seismic Data, Carbon Dioxide, Multiple Point

Junjun Yin


Assistant Research Professor, Agricultural Economics, Sociology and Education
Top research keywords: Twitter Data, Spatial Interaction, Mobile Device, Twitter User, Social Media

Mark Klima


Associate Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Coal, Refuse, Bituminous Coal, Slurry, Coal Preparation

Derek Hall


Assistant Professor, Mechanical Engineering
Top research keywords: Corrosion Rate, Electrochemical Sensor, Membrane-based, Copper Chloride, Electrolyzer

Murali Haran


Department Head and Professor, Statistics
Top research keywords: Markov Chain Monte Carlo, Bayesian Inference, Model Calibration, Spatial Data, Ice-sheet Models

Marek Flaska


Associate Professor, Ken and Mary Alice Lindquist Department of Nuclear Engineering
Top research keywords: Neutron, Gamma Radiation, Scintillation Counter, Pulse Shape Discrimination, Pulse Shape

Houtan Jebelli


Assistant Professor, Architectural Engineering
Top research keywords: Electroencephalography, Robots, Robotics, Biosensors, Wearable Sensors

Derrick Taff


Associate Professor, Recreation, Park and Tourism Management
Top research keywords: Protected Areas, Visitor Experience, Park Area, Leave No Trace, Wildlife

Tieyuan Zhu


Associate Professor, Geosciences
Top research keywords: Wave Equation, Viscoacoustic, Attenuation, Fractional Laplacian, Reaction Time

Russell T. Johns


Professor and FCMG Chair in Fluid Behavior and Rock Interactions, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Oil Recovery, Phase Behavior, Surfactant, Equation Of State, Equations Of State

Feng Tao


Assistant Professor, College of Information Sciences and Technology
Top research keywords: Soil Organic Carbon, Data Assimilation, Terrestrial Ecosystem, Earth System Model, Parameter Values

Kimberly Van Meter


Associate Professor, Geography
Top research keywords: Water Quality, United States Of America, Eutrophication, Groundwater, Mississippi

Aleksandra Slavković


Professor, Statistics
Top research keywords: Differential Privacy, Differentially Private, Contingency Table, Synthetic Data, Functional Data

Kristin Sznajder


Assistant Professor, Department of Public Health Sciences
Top research keywords: China, Structural Equation Analysis, Ghana, COVID-19 Pandemic, COVID-19

Richard Alley


Evan Pugh University Professor, Geosciences
Top research keywords: Ice Sheet, Greenland, Antarctic Region, Ice Stream, West Antarctica

Fernando Soto


Assistant Professor of Energy Engineering, Penn State Greater Allegheny
Top research keywords: Surface (Surface Science), Solid Electrolyte, Density, Solid Electrolyte Interphase, Density Functional Theory