41 People Results for the Tag: Machine Learning
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
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.
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.
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.
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.
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.