Kevin H. Knuth Email and Phone Number
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I have 25 years experience designing and implementing machine learning algorithms for data analysis applied to physical systems. I would characterize myself as a Computational Physicist, although I have done a great deal of both experimental and theoretical work.My areas of expertise include: Astrophysics, Bayesian Probability Theory, Information Theory, Robotics, Signal Processing, Neuroscience, Nonlinear Dynamics, Quantum Mechanics, Foundations of Physics and Earth Science.My overarching goal is to Develop the field of Information Physics- Understand how the Laws of Physics arise from Information- Understand biological information processing- Understand how Life arose to take advantage of information- Construction of truly intelligent machinesCurrently, I am working on three main projects:- Foundations of Physics It appears that some laws of physics can be derived from symmetries and order that constrain apt quantification by an observer-participant. Successes to date: -- derivation of quantum mechanics -- emergent space-time physics from quantification of causal sets -- derivation of properties of Fermions- Exoplanet Detection from Kepler data by reflected light- Intelligent Instruments that perform autonomous experimental designPast Projects Include:- Characterizing Organic Molecules in Space (funded by NASA AISRP)- Theory of Questions (working out the algebra and calculus of questions)- Estimate Entropy and Mutual Information from Earth science data (funded by NASA AIST)Specialties: Physics, Bayesian Probability Theory, Information Theory, Quantum Mechanics, Robotics, Machine Learning, Data Analysis, Astrophysics, Signal Processing, Neuroscience, Nonlinear Dynamics, Classroom Instruction, PhD Student Supervision and Direction, Grant Writing, Project Management, Research Lab Direction, Scientific Writing, Web Design, Database Design, Matlab, Java, C, XML, HTML, Javascript, SQL, PHP, FORTRAN, Forth
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Associate Professor Of PhysicsUniversity At Albany (Suny)Albany, Ny, Us -
Associate Professor Of PhysicsUniversity At Albany (Suny) Oct 2005 - PresentAlbany, New York Area -
Associate Professor In Physics And InformaticsUniversity At Albany (Suny) Oct 2005 - Mar 2017I am a Physics Professor at the University at Albany. My duties include teaching both basic and advanced physics classes, mentoring Masters and PhD students, and performing research on Information Physics, Foundations, Bayesian Data Analysis, and Robotics. -
Editor-In-ChiefEntropy (Mdpi Journal) Jan 2012 - PresentI am responsible for the operations and policies of the journal Entropy, invite Guest Editors to host Special Issues, and make the final determination as to whether submitted papers are accepted for publication.
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President And Co-FounderAutonomous Exploration May 2008 - Dec 2015I am the president and co-Founder of Autonomous Exploration Inc. which focuses on developing robotic technologies for intelligent scientific exploration. After several years of successful NASA SBIR funding, the company closed at the end of December 2015. -
Computer ScientistNasa Ames Research Center Nov 2001 - Oct 2005I am a research scientist developing machine-learning algorithms for intelligent data understanding applications in the space, earth and biological sciences. My theoretical interests include: the theory of inquiry, probability theory, information theory, nonlinear dynamics, signal processing, differential geometry. My experimental interests include: earth science (climate and clouds), neuroscience (cortical dynamics and information processing), space science (planetary nebulae). -
Research ScientistCenter For Advanced Brain Imaging Jul 1999 - Nov 2001Research Scientist at the Center for Advanced Brain Imaging and the Cognitive Neuroscience and Schizophrenia group. I worked with Dr. Robert Bilder performing event-related fMRI experiments using 1.5T and 3T magnets in addition to being a member of the Image Analysis group where I developed algorithms for image processing. I also worked with Dr. Daniel Javitt's electrophysiology group performing my NARSAD-funded research on high-density EEG studies of dynamical interactions among auditory evoked responses (SSR, GBR, N1). Last, I worked on designing Bayesian algorithms to perform source separation in EEG (mcERP algorithm), localization, and fMRI analysis.
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InstructorCornell University Medical Center Mar 1999 - Dec 2000Instructor working with Dr. Daniel Gardner on Human Brain Project funded bioinformatics Neurodatabase.org, which focuses on neural database design and implementation in Java, JavaScript, JDBC, SQL, and CORBA. -
Adjunct Assistant ProfessorCuny Graduate Center 1997 - 1998Taught a course on Complex Systems, Language and Neuroscience
Kevin H. Knuth Skills
Kevin H. Knuth Education Details
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Santa Fe InstituteComplex Systems -
Physics, Minor In Mathematics -
Physics -
Physics, Mathematics
Frequently Asked Questions about Kevin H. Knuth
What company does Kevin H. Knuth work for?
Kevin H. Knuth works for University At Albany (Suny)
What is Kevin H. Knuth's role at the current company?
Kevin H. Knuth's current role is Associate Professor of Physics.
What is Kevin H. Knuth's email address?
Kevin H. Knuth's email address is kk****@****any.edu
What is Kevin H. Knuth's direct phone number?
Kevin H. Knuth's direct phone number is +151844*****
What schools did Kevin H. Knuth attend?
Kevin H. Knuth attended Santa Fe Institute, University Of Minnesota, Montana State University-Bozeman, University Of Wisconsin Oshkosh.
What are some of Kevin H. Knuth's interests?
Kevin H. Knuth has interest in Bird Watching, Chain Maille, Robotics, New Technology, Foundations Of Physics, Restoring Ancient Coins, Hiking, Digital Photography.
What skills is Kevin H. Knuth known for?
Kevin H. Knuth has skills like Machine Learning, Physics, Algorithms, Matlab, Signal Processing, Image Processing, Computer Science, Data Analysis, Mathematical Modeling, Statistics, Science, Experimentation.
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