Personal information

Bayesian, Machine Learning, MaxEnt, Biometics, Data Fusion, Dynamical Systems, Probability Theory, Distributed Computing, Maximum Entropy
United States

Activities

Employment (2)

Clarkson University: Potsdam, NY, US

2011-07-01 to 2018-06-30 | Assistant Professor (Mathematics)
Employment
Source: Self-asserted source
Adom Giffin

Princeton University: Princeton, NJ, US

2008-07-15 to 2011-05-15 | Post-doctoral Research Associate (Mechanical and Aerospace Engineering)
Employment
Source: Self-asserted source
Adom Giffin

Education and qualifications (2)

University at Albany State University of New York: Albany, NY, US

2003-08-15 to 2008-05-15 | Ph.D. Theoretical Physics (Physics)
Education
Source: Self-asserted source
Adom Giffin

Lawrence Technological University: Southfield, MI, US

1999-08-20 to 2003-05-20 | BS Physics (Physics)
Education
Source: Self-asserted source
Adom Giffin

Funding (2)

Determining Dynamical Path Distributions using Maximum Relative Entropy

Contract
Army Research Office (NC, NC, US)
Source: Self-asserted source
Adom Giffin

Risk Mitigation Metric for Multi-Factor Authentication Systems

Contract
Information Inovation Office, DARPA (VA, VA, US)
Source: Self-asserted source
Adom Giffin

Works (20)

Gradient Profile Estimation Using Exponential Cubic Spline Smoothing in a Bayesian Framework

Entropy
2021-05-27 | Journal article
Contributors: Kushani De Silva; Carlo Cafaro; Adom Giffin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Simultaneous state and parameter estimation using maximum relative entropy with nonhomogenous differential equation constraints

2014 | Journal article
DOI:

10.3390/e16094974

EID:

2-s2.0-84907228657

Contributors: Giffin, A.; Urniezius, R.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

The Kalman filter revisited using maximum relative entropy

2014 | Journal article
DOI:

10.3390/e16021047

EID:

2-s2.0-84894577573

Contributors: Giffin, A.; Urniezius, R.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Local softening of chaotic statistical models with quantum consideration

2013 | Conference paper
DOI:

10.1063/1.4820005

EID:

2-s2.0-84884170469

Contributors: Giffin, A.; Ali, S.A.; Cafaro, C.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Local softening of information geometric indicators of chaos in statistical modeling in the presence of quantum-like considerations

2013 | Journal article
DOI:

10.3390/e15114622

EID:

2-s2.0-84887198834

Contributors: Giffin, A.; Ali, S.A.; Cafaro, C.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Complexity characterization in a probabilistic approach to dynamical systems through information geometry and inductive inference

2012 | Journal article
DOI:

10.1088/0031-8949/85/02/025009

EID:

2-s2.0-84863116302

Contributors: Ali, S.A.; Cafaro, C.; Giffin, A.; Kim, D.-H.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Insights into the softening of chaotic statistical models by quantum considerations

2012 | Conference paper
DOI:

10.1063/1.3703656

EID:

2-s2.0-84861162882

Contributors: Cafaro, C.; Giffin, A.; Lupo, C.; Mancini, S.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Iteration free vector orientation using maximum relative entropy with observational priors

2012 | Conference paper
DOI:

10.1063/1.3703634

EID:

2-s2.0-84861120133

Contributors: Urniezius, R.; Giffin, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Maximum relative entropy-based probabilistic inference in fatigue crack damage prognostics

2012 | Journal article
DOI:

10.1016/j.probengmech.2011.11.006

EID:

2-s2.0-84858439143

Contributors: Guan, X.; Giffin, A.; Jha, R.; Liu, Y.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

On a differential geometric viewpoint of Jaynes' MaxEnt method and its quantum extension

2012 | Conference paper
DOI:

10.1063/1.3703628

EID:

2-s2.0-84861142630

Contributors: Ali, S.A.; Cafaro, C.; Giffin, A.; Lupo, C.; Mancini, S.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Preface: Bayesian Inference and Maximum Entropy Methods in Science and Engineering

2012 | Conference paper
DOI:

10.1063/1.3703613

EID:

2-s2.0-84861110490

Contributors: Goyal, P.; Giffin, A.; Knuth, K.H.; Vrscay, E.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Softening the complexity of entropic motion on curved statistical manifolds

2012 | Journal article
DOI:

10.1142/S1230161212500011

EID:

2-s2.0-84859475165

Contributors: Cafaro, C.; Giffin, A.; Lupo, C.; Mancini, S.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Effects of a conducting sphere moving through a gradient magnetic field

2010 | Conference paper
EID:

2-s2.0-78649809663

Contributors: Giffin, A.; Shneider, M.; Kalra, C.S.; Miles, R.B.; Ames, T.L.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Potential micrometeoroid and orbital debris protection system using a gradient magnetic field and magnetic flux compression

2010 | Journal article
DOI:

10.1063/1.3474607

EID:

2-s2.0-77955752685

Contributors: Giffin, A.; Shneider, M.N.; Miles, R.B.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Reexamination of an information geometric construction of entropic indicators of complexity

2010 | Journal article
DOI:

10.1016/j.amc.2010.08.028

EID:

2-s2.0-78049306472

Contributors: Cafaro, C.; Giffin, A.; Ali, S.A.; Kim, D.-H.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Approximation for a toy defective ising model

2009 | Conference paper
DOI:

10.1063/1.3275649

EID:

2-s2.0-72949122200

Contributors: Giffin, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

From physics to economics: An econometric example using maximum relative entropy

2009 | Journal article
DOI:

10.1016/j.physa.2008.12.066

EID:

2-s2.0-59449104317

Contributors: Giffin, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Updating probabilities with data and moments

2007 | Conference paper
DOI:

10.1063/1.2821302

EID:

2-s2.0-59449099181

Contributors: Giffin, A.; Caticha, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

An application of reversible entropic dynamics on curved statistical manifolds

2006 | Conference paper
DOI:

10.1063/1.2423281

EID:

2-s2.0-33845670940

Contributors: Cafaro, C.; Ali, S.A.; Giffin, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Updating probabilities

2006 | Conference paper
DOI:

10.1063/1.2423258

EID:

2-s2.0-33845657488

Contributors: Caticha, A.; Giffin, A.
Source: Self-asserted source
Adom Giffin via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for Entropy : (1)