Affiliated Researchers: Machine Learning Based

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

Displaying 31 search result(s) for Machine Learning Based.

Chaopeng Shen


Professor, Civil and Environmental Engineering
Top research keywords: Streamflow, Machine Learning, Deep Learning, Soil Moisture, Long Short-term Memory

Soundar Kumara


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

Md Faisal Kabir


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

Jia Li


Professor, Statistics
Top research keywords: Annotation, Hidden Markov Model, Information Retrieval, Content-based Image Retrieval, Image Database

Abdallah S. Abdallah Abousheaisha



Top research keywords: Internetwork, Machine Learning, Internet-Of-Things, Learning System, Internet Of Things Device

Manzhu Yu


Assistant Professor, Geography
Top research keywords: Dust Storm, Particular Matter 2.5, Machine Learning, Deep Learning, Spatiotemporal

Aida Ebrahimi


Associate Professor, School of Electrical Engineering and Computer Science
Top research keywords: Silicon, Laser-induced Graphene, Graphene, Hydrogenation, Carbon Nanotube

Ryan Harne


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

Zhiwen Liu


Professor, Electrical Engineering
Top research keywords: Supercontinuum, Raman Spectra, Fiber Taper, Supercontinuum Generation, Holography

Paul H. Heinemann


Department Head and Professor, Agricultural & Biological Engineering
Top research keywords: Apple, Apple Orchard, Frost Protection, Electronic Nose, Electronic Nose (E-nose)

Xiaofeng Liu


Associate Professor, Civil and Environmental Engineering
Top research keywords: Earth Surface Sediment Transport, Computational Fluid Dynamics, Free Surface, Suspended Sediment, Hydraulics

Yuqing Hu


Assistant Professor in Architectural Engineering, Architectural Engineering
Top research keywords: Information Modeling, Building Information Modeling, Construction Robot, Learning System, Construction Projects

Prasenjit Mitra


Professor, College of Information Sciences and Technology
Top research keywords: Search Engines, Digital Libraries, Metadata, Semantics, Classifiers

Minghui Zhu


Professor, Electrical Engineering
Top research keywords: Reinforcement Learning, And-States, Multiple Robot, Motion Planning, Robot

Farshad Rajabipour


Professor, Civil and Environmental Engineering
Top research keywords: Alkali Silica Reaction, Portland Cement, Cementitious Material, Fly Ash, Alkali-silica Reaction

Long He


Associate Professor, Agricultural & Biological Engineering
Top research keywords: Apple, Mechanical Harvesting, Apple Orchard, Orchard, Mechanical Energy Harvesting

Somayeh Asadi


Associate Professor, Architectural Engineering
Top research keywords: Energy Utilization, Scheduling, Renewable Energy Resources, Hot Temperature, Asphalt Pavements

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

Houtan Jebelli


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

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

Fan-Bill Cheung


George L. Guillet Professor, Mechanical Engineering
Top research keywords: Transients, Rod Bundle, Natural Convection, Heat Transfer, Heat Flux

Sulin Zhang


Professor, Engineering Science and Mechanics
Top research keywords: Carbon Nanotube, Lithiation, Silicon, Nanoparticle, Lithium Ion Battery

Kristin Sznajder


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

Eric Zenner


Associate Professor, Ecosystem Science and Management
Top research keywords: Beech, Basal Area, Old-growth, Skid Trail, Overstory

Julio Urbina


Professor, Electrical Engineering
Top research keywords: Meteors, Radar Systems, Radar Tracking, Radar Observations, Radar System

Gregory Huff


Professor, School of Electrical Engineering and Computer Science
Top research keywords: Antenna, Fluidics, Beamforming, Microstrip Patch Antenna, Reconfiguration

Kostas Papakonstantinou


Associate Professor, Civil and Environmental Engineering
Top research keywords: Partially Observable Markov Decision Process, Reinforcement Learning, Deep Reinforcement Learning (deep RL), Lifecycle, Markov Decision Process

Xianbiao Hu


Assistant Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Autonomous Vehicles, Case Study, Multi Agent Systems, Global Positioning System

Yashar Mehmani


Assistant Professor, Leone Family Department of Energy and Mineral Engineering (EME)
Top research keywords: Multiscale, Pore Network Model, Porosity, Porous Media, Pore Level

Rebecca Napolitano


Assistant Professor in Architectural Engineering, Architectural Engineering
Top research keywords: Masonry Structure, Structural Health Monitoring, Historic Structures, Masonry Structures, Masonry Building

Antonia Hadjimichael


Assistant Professor, Geosciences
Top research keywords: Vulnerability, Exploratory Modelling, Water Scarcity, River Basin, Modeller