25 People Results for the Tag: Neural Networks

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Ephraim M. Hanks

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

Center for Infectious Disease Dynamics

Howard Salis

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

Janet van Hell

Professor of Psychology and Linguistics

Leonid Berlyand

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

Shaun Mahony

Associate Professor of Biochemistry & Molecular Biology
We apply neural networks and other machine learning approaches to understand how transcription factors control cellular identity

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.

Yanxi Liu

Associate Professor of Computational Science and Engineering

James Wang

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

Reuben Kraft

Shuman Assistant Professor of Mechanical Engineering
Computational methods and high performance computing to examine brain neurotrauma biomechanics; human structural connectome analysis using physics-based predictions of biomechanical brain injury.

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.

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

Xiang Zhang

Associate Professor of Information Sciences and Technology

Paul Heinemann

Professor of Agricultural and Biological Engineering

Carina Curto

Professor of Mathematics
Mathematics applied to and arising from theoretical and computational neuroscience. Neural network theory and neural coding. Applied algebra, topology, and geometry.

Vladimir Itskov

Associate Professor of Mathematics

Lingzhou Xue

Associate Professor of Statistics
High-dimensional statistics, statistical learning, optimization, econometrics, and statistical applications in biological science, environmental science, and social science.

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.