41 People Results for the Tag: Machine Learning

All A B C D E F G H I J K L M N O P Q R S T U V W X Y Z

David Hughes

Huck Chair in Global Food Security; Professor of Entomology and Biology
Parasite manipulation of host behavior

Center for Infectious Disease Dynamics

Dezhe Jin

Associate Professor of Physics
Computational models of neural basis of motor control and learning; theoretical analysis of biological neural networks.

Sally Mackenzie

Director of the Plant Institute; Huck Chair of Functional Genomics; Professor of Biology and of Plant Science
Organelle biology and cellular specializations. Plant epigenetics, memory and phenotypic plasticity. Crop epigenetic breeding.

Kamesh Madduri

Associate Professor of Computer Science and Engineering
Computational biology, algorithms, and high-performance computing.

Justin Pritchard

Huck Early Career Entrepreneurial Professorship; Assistant Professor of Biomedical Engineering;
Using systems and synthetic biology approaches to understand and control drug resistance.

Yinong Yang

Professor, Department of Plant Pathology and Environmental Microbiology
Signal perception and transduction in rice-pathogen interactions. Molecular and genomic strategies for increasing disease resistance and drought tolerance in cereal crops.

Edward Dudley

Professor of Food Science; Director of E. coli Reference Center
Mechanisms driving toxin production in Shiga-toxigenic Escherichia coli; use of genome sequencing to track pathogen transmission during foodborne outbreaks

Center for Infectious Disease Dynamics

Ephraim M. Hanks

Associate Professor of Statistics
Spatio-Temporal Statistics. Bayesian Hierarchical Modeling. Optimal Sampling. Animal Movement. Landscape Genetics.

Center for Infectious Disease Dynamics

Doug Miller

Professor of Ecosystem Science and Managment

Frank Hillary

Associate Professor of Psychology, Psychiatry and Neurology
Effects of brain injury and disease on functional brain organization; EEG and MRI-based examination of neuroplasticity in healthy and disrupted neural systems, including traumatic brain injury and multiple sclerosis.

Howard Salis

Associate Professor of Chemical Engineering; Associate Professor of Agricultural and Biological Engineering
Engineering microorganisms for applications in synthetic biology and metabolic engineering.

Leonid Berlyand

Co-Director of the Center for Mathematics of Living and Mimetic Matter; Professor of Mathematics

Long-Qing Chen

Advisor for the Center for Mathematics of Living and Mimetic Matter

Patrick Drew

Associate Director of the Neuroscience Institute; Huck Distinguished Associate Professor of Neural Engineering and Neurosurgery
Role of blood flow and cerebrospinal fluid movement in the development of neurodegenerative diseases, control of cerebral blood flow, neurovascular coupling.

Robert Fraleigh

Assistant Research Professor

Vasant Honavar

Huck Chair in Biomedical Data Sciences and AI; Professor and Edward Frymoyer Chair of Information Sciences and Technology
Statistical machine learning algorithms for predictive modeling; modeling and inference of biological networks; characterization and prediction of protein-protein, protein-RNA, and protein-DNA interactions.

Keith Cheng

Distinguished Professor of Pathology and Laboratory Medicine, of Biochemistry and Molecular Biology, and of Pharmacology
Computational phenomics, image informatics, and "Geometry of Life" based on x-ray histotomography, population, genomic, and functional genomic analyses of complex traits in human and zebrafish; web-based science resources.

Costas Maranas

Donald B. Broughton Professor of Chemical Engineering
Computational studies of metabolism and gene regulation.

James Wang

Professor of Information Science and Technology
Modeling of objects, concepts, aesthetics, and emotions in big visual data from various domains.

Daniel Kifer

Professor of Computer Science & Engineering

Edward O’Brien

Associate Professor of Chemistry
Developing and applying Physical Bioinformatic techniques to measure rates of translation transcriptome-wide and their molecular origins as relates to fundamental biology and disease.

Lynn Lin

Assistant Professor of Statistics
Bayesian mixture model development for classification, variable selection, design and model selection, structured and hierarchical non-parametric Bayesian methods, rare event detection, and statistical computation involving simulation and optimization.

Christina Grozinger

Director of the Center for Pollinator Research; Director of the Insect Biodiversity Center; Publius Vergilius Maro Professor and Huck Scholar of Entomology
Genomics of social behavior and health in bees

Center for Infectious Disease Dynamics

Runze Li

Co-Director of the Center for Statistical Genetics; Eberly Family Chair and Associate Department Head in Statistics

Nikolay Dokholyan

G. Thomas Passananti Professor of Pharmacology; Professor of Biochemistry and Molecular Biology
We are a translational systems research group in the Pharmacology at the Penn State College of Medicine. Our laboratory focuses on understanding etiologies of human diseases, such as cystic fibrosis (CF), amyotrophic lateral sclerosis (ALS), and pain conditions, such as hyperalgesia.

Center for Infectious Disease Dynamics

Yasser El-Manzalawy

Assistant Research Professor of Information Sciences and Technology

Yifei Huang

Assistant Professor of Biology
Developing novel bioinformatic methods and using them to address fundamental questions in evolutionary genomics and medical genomics.

Paul Esker

Associate Professor of Epidemiology and Field Crop Pathology

Emily Davenport

Assistant Professor of Biology
Understanding the complex relationship humans have with our microbiomes, using high-throughput sequencing technologies and novel computational and statistical techniques.

Joshua Kellogg

Emphasis Area Representative, Molecular Toxicology; Assistant Professor of Veterinary and Biomedical Sciences
Development of new metabolomics tools for chemical and biological characterization of complex systems. Discovery of new natural products from plants and microorganisms with novel bioactivity against pathogenic fungi and neglected tropical diseases. Bioanalytical techniques to probe the mechanism of action and basic biology of these target organisms. Ethnobotany and indigenous knowledge surrounding plant-based medicine.

Peter Wilf

Professor of Geosciences

Rachel Brennan

Associate Professor of Environmental Engineering

Vijaykrishnan Narayanan

A. Robert Noll Chair Professor of Computer Science and Engineering and Electrical Engineering

Amulya Yadav

Assistant Professor of Information Sciences and Technology
Artificial Intelligence for Social Good, focused on developing theoretically grounded approaches that can positively impact real-world problems, particularly in the fields of public health and wildlife protection.

Hyebin Song

Assistant Professor of Statistics