Publications

2017

  • X. Lin, A. Chowdhury, X. Wang, and G. Terejanu, “Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions,” under review Information Fusion, 2017.
    [BibTeX] [Download PDF]
    @article{LinJ_IF_2017,
    year = {2017},
    journal = {{under review Information Fusion}},
    title = {{Approximate Computational Approaches for Bayesian Sensor Placement in High Dimensions}},
    author = {Xiao Lin and Asif Chowdhury and Xiaofan Wang and Gabriel Terejanu},
    url = {https://arxiv.org/abs/1703.00368},
    }

  • K. Abdelfatah, J. Bao, and G. Terejanu, “Geospatial Uncertainty Modeling using Stacked Gaussian Processes,” under review Environmental Modelling & Software, 2017.
    [BibTeX] [Download PDF]
    @article{Abdelfatah_EMS,
    author = {Kareem Abdelfatah and Junshu Bao and Gabriel Terejanu},
    title = {{Geospatial Uncertainty Modeling using Stacked Gaussian Processes}},
    journal = {{under review Environmental Modelling \& Software}},
    url = {https://arxiv.org/abs/1612.02897},
    year = {2017},
    }

  • E. Walker, D. Mitchell, G. Terejanu, and A. Heyden, “Identifying Active Sites of the Water-Gas Shift Reaction over Titania Supported Platinum Catalysts under Uncertainty,” under review ACS Catalysis, 2017.
    [BibTeX] [Download PDF]
    @article{Walker_JACS,
    author = {Eric Walker and Donald Mitchell and Gabriel Terejanu and Andreas Heyden},
    title = {{Identifying Active Sites of the Water-Gas Shift Reaction over Titania Supported Platinum Catalysts under Uncertainty}},
    journal = {{under review ACS Catalysis}},
    url = {http://arxiv.org/abs/1710.03672},
    year = {2017},
    }

  • A. Chowdhury, W. Yang, E. Walker, O. Mamun, A. Heyden, and G. Terejanu, “Prediction of Adsorption Energies for Chemical Species on Metal Catalyst Surface Using Machine Learning,” to be submitted to The Journal of Physical Chemistry Letters, 2017.
    [BibTeX]
    @article{working_Asif_2,
    author = {Asif Chowdhury and Wenqiang Yang and Eric Walker and Osman Mamun and Andreas Heyden and Gabriel Terejanu},
    title = {{Prediction of Adsorption Energies for Chemical Species on Metal Catalyst Surface Using Machine Learning}},
    journal = {{to be submitted to The Journal of Physical Chemistry Letters}},
    year = {2017},
    }

  • K. Abdelfatah, J. Senn, N. Glaeser, S. Banerjee, A. Chanda, and G. Terejanu, “Geographical Prediction Framework of Aflatoxin with Quantified Uncertainties,” to be submitted to Scientific Reports, 2017.
    [BibTeX]
    @article{working_Kareem,
    author = {Kareem Abdelfatah and Jonathan Senn and Noemi Glaeser and Sourav Banerjee and Anindya Chanda and Gabriel Terejanu},
    title = {{Geographical Prediction Framework of Aflatoxin with Quantified Uncertainties}},
    journal = {{to be submitted to Scientific Reports}},
    year = {2017},
    }

  • A. Chowdhury and G. Terejanu, “Accelerated Metropolis-Hastings using Gaussian Processes,” to be submitted to SIAM Journal of Uncertainty Quantification, 2017.
    [BibTeX]
    @article{working_Asif,
    author = {Asif Chowdhury and Gabriel Terejanu},
    title = {{Accelerated Metropolis-Hastings using Gaussian Processes}},
    journal = {{to be submitted to SIAM Journal of Uncertainty Quantification}},
    year = {2017},
    }

  • C. Chen, S. Madarshahian, J. Caicedo, C. Pierce, and G. Terejanu, “Assessment Framework of Student Knowledge using Bayesian Networks,” to be submitted to Education and Computers, 2017.
    [BibTeX]
    @article{working_Chao,
    author = {Chao Chen and Seyedramin Madarshahian and Juan Caicedo and Charles Pierce and Gabriel Terejanu},
    title = {{Assessment Framework of Student Knowledge using Bayesian Networks}},
    journal = {{to be submitted to Education and Computers}},
    year = {2017},
    }

  • X. Lin and G. Terejanu, “Fast Approximate Data Assimilation for High-Dimensional Problems,” https://arxiv.org/abs/1708.02340, 2017.
    [BibTeX] [Download PDF]
    @article{LinJ_TAC_2017,
    author = {Xiao Lin and Gabriel Terejanu},
    title = {{Fast Approximate Data Assimilation for High-Dimensional Problems}},
    journal = {{https://arxiv.org/abs/1708.02340}},
    url = {https://arxiv.org/abs/1708.02340},
    year = {2017},
    }

  • K. Abdelfatah, J. Bao, and G. Terejanu, “Unsupervised Detection of Violent Content in Arabic Social Media,” in Fourth International Conference on Computer Science and Information Technology (CoSIT-2017), 2017.
    [BibTeX]
    @CONFERENCE{AbdelfatahP_COSIT_2017,
    author = {Kareem Abdelfatah and Junshu Bao and Gabriel Terejanu},
    title = {{Unsupervised Detection of Violent Content in Arabic Social Media}},
    booktitle = {{Fourth International Conference on Computer Science and Information Technology (CoSIT-2017)}},
    year = {2017},
    month= {March},
    }

  • W. Chen, G. Kesidis, T. Morrison, T. J. Oden, J. H. Panchal, C. Paredis, M. Pennock, S. Atamturktur, G. Terejanu, and M. Yukish, “Research Challenges in Modeling and Simulation for Engineering Complex Systems,” , R. Fujimoto, C. Bock, W. Chen, E. Page, and J. H. Panchal, Eds., Springer International Publishing, 2017, pp. 75-86.
    [BibTeX]
    @inbook{ChenB_2017,
    author = {Wei Chen and George Kesidis and Tina Morrison and J Tinsley Oden and Jitesh H Panchal and Christiaan Paredis and Michael Pennock and Sez Atamturktur and Gabriel Terejanu and Michael Yukish},
    title = {{Research Challenges in Modeling and Simulation for Engineering Complex Systems}},
    chapter = {Uncertainty in Modeling and Simulation},
    editor = {Richard Fujimoto and Conrad Bock and Wei Chen and Ernest Page and Jitesh H Panchal},
    publisher = {Springer International Publishing},
    year = {2017},
    pages = {75-86},
    }

  • S. Madarshahian, C. Chen, J. Caicedo, C. Pierce, and G. Terejanu, “Using Multiple Choice Responses to Assess Uncertainty in Student Understanding of Vector Concepts,” in ASEE Annual Conference and Exposition, Columbus OH, 2017.
    [BibTeX]
    @CONFERENCE{MadarshahianP_ASEE_2017,
    author = {Seyedramin Madarshahian and Chao Chen and Juan Caicedo and Charles Pierce and Gabriel Terejanu},
    title = {{Using Multiple Choice Responses to Assess Uncertainty in Student Understanding of Vector Concepts}},
    booktitle = {{ASEE Annual Conference and Exposition, Columbus OH}},
    year = {2017},
    month= {June},
    }

2016

  • H. Li, G. Terejanu, C. Zhong, A. Chanda, and S. Banerjee, “A Predictive Framework for Mapping the Emergence of Aflatoxin in the Corn Fields of South Carolina,” under review Letters in Applied Microbiology, 2016.
    [BibTeX]
    @article{LiJ_LAM_2016,
    year = {2016},
    journal = {{under review Letters in Applied Microbiology}},
    title = {{A Predictive Framework for Mapping the Emergence of Aflatoxin in the Corn Fields of South Carolina}},
    author = {Hui Li and Gabriel Terejanu and Cheng Zhong and Anindya Chanda and Sourav Banerjee},
    }

  • X. Lin, G. Terejanu, S. Shrestha, S. Banerjee, and A. Chanda, “Bayesian Model Selection Framework for Identifying Growth Patterns in Filamentous Fungi,” Journal of Theoretical Biology, vol. 398, pp. 85-95, 2016.
    [BibTeX]
    @article{LinJ_JTB_2015,
    year = {2016},
    journal = {{Journal of Theoretical Biology}},
    volume = {398},
    pages = {85-95},
    title = {{Bayesian Model Selection Framework for Identifying Growth Patterns in Filamentous Fungi}},
    author = {Xiao Lin and Gabriel Terejanu and Sajan Shrestha and Sourav Banerjee and Anindya Chanda},
    }

  • E. Walker, S. C. Ammal, G. Terejanu, and A. Heyden, “Uncertainty Quantification Framework Applied to the Water-Gas Shift Reaction over Pt-Based Catalysts,” J. Phys. Chem. C, vol. 120, iss. 19, pp. 10328-10339, 2016.
    [BibTeX]
    @article{EricJ_JC_2015,
    year = {2016},
    volume = {120},
    number = {19},
    pages = {10328-10339},
    journal = {{J. Phys. Chem. C}},
    title = {{Uncertainty Quantification Framework Applied to the Water-Gas Shift Reaction over Pt-Based Catalysts}},
    author = {Eric Walker and Salai Cheettu Ammal and Gabriel Terejanu and Andreas Heyden},
    }

  • A. Chowdhury and G. Terejanu, “Enhanced Metropolis-Hastings Algorithm Based on Gaussian Processes,” in IMAC-XXXIV Conference and Exposition on Structural Dynamics, Orlando, Florida, 2016.
    [BibTeX]
    @CONFERENCE{ChowdhuryP_IMAC_2016,
    author = {Asif Chowdhury and Gabriel Terejanu},
    title = {{Enhanced Metropolis-Hastings Algorithm Based on Gaussian Processes}},
    booktitle = {{IMAC-XXXIV Conference and Exposition on Structural Dynamics, Orlando, Florida}},
    year = {2016},
    month= {January},
    }

  • G. Terejanu, “From Model Calibration and Validation to Reliable Extrapolations,” in IMAC-XXXIV Conference and Exposition on Structural Dynamics, Orlando, Florida, 2016.
    [BibTeX]
    @CONFERENCE{TerejanuP_IMAC_2016,
    author = {Gabriel Terejanu},
    title = {{From Model Calibration and Validation to Reliable Extrapolations}},
    booktitle = {{IMAC-XXXIV Conference and Exposition on Structural Dynamics, Orlando, Florida}},
    year = {2016},
    month= {January},
    }

  • G. Terejanu, J. Caicedo, and C. Pierce, “SciLAF: Scientific-based Learning Assessment Framework for Student Knowledge Tracking,” in Envisioning the Future of Undergraduate STEM Education: Research and Practice, Washington DC, 2016.
    [BibTeX]
    @CONFERENCE{TerejanuP_EnFUSE_2016,
    author = {Gabriel Terejanu and Juan Caicedo and Charles Pierce},
    title = {{SciLAF: Scientific-based Learning Assessment Framework for Student Knowledge Tracking}},
    booktitle = {{Envisioning the Future of Undergraduate STEM Education: Research and Practice, Washington DC}},
    year = {2016},
    month= {April},
    }

  • C. Chen, S. Madarshahian, J. Caicedo, C. Pierce, and G. Terejanu, “Bayesian network models for student knowledge tracking in large classes,” in ASEE Annual Conference and Exposition, New Orleans LA, 2016.
    [BibTeX]
    @CONFERENCE{TerejanuP_ASEE_2016,
    author = {Chao Chen and Seyedramin Madarshahian and Juan Caicedo and Charles Pierce and Gabriel Terejanu},
    title = {{Bayesian network models for student knowledge tracking in large classes}},
    booktitle = {{ASEE Annual Conference and Exposition, New Orleans LA}},
    year = {2016},
    month= {June},
    }

2015

  • S. Patra, S. Banerjee, G. Terejanu, and A. Chanda, “Subsurface Pressure Profiling: A Novel Mathematical Paradigm for Computing Colony Pressures on Substrate during Fungal Infections,” Nature Scientific Reports, vol. 5, p. 12928, 2015.
    [BibTeX]
    @article{PatraJ_NSR_2015,
    pages = {12928},
    volume = {5},
    year = {2015},
    journal = {{Nature Scientific Reports}},
    title = {{Subsurface Pressure Profiling: A Novel Mathematical Paradigm for Computing Colony
    Pressures on Substrate during Fungal Infections}},
    author = {Subir Patra and Sourav Banerjee and Gabriel Terejanu and Anindya Chanda},
    }

  • T. A. Oliver, G. Terejanu, C. S. Simmons, and R. D. Moser, “Validating Predictions of Unobserved Quantities,” Computer Methods in Applied Mechanics and Engineering, vol. 283, pp. 1310-1335, 2015. doi:10.1016/j.cma.2014.08.023
    [BibTeX] [Download PDF]
    @article{OliverJ_CMAME_2015,
    title = {{Validating Predictions of Unobserved Quantities}},
    journal = {{Computer Methods in Applied Mechanics and Engineering}},
    volume = {283},
    number = {0},
    pages = {1310 - 1335},
    year = {2015},
    issn = {0045-7825},
    doi = {10.1016/j.cma.2014.08.023},
    url = {http://www.sciencedirect.com/science/article/pii/S004578251400293X},
    author = {Todd A. Oliver and Gabriel Terejanu and Christopher S. Simmons and Robert D. Moser},
    keywords = {Extrapolative predictions},
    keywords = {Validation},
    keywords = {Model discrepancy},
    keywords = {Bayesian inference},
    }

  • G. Terejanu, “Predictive Validation of Dispersion Models Using a Data Partitioning Methodology,” in IMAC-XXXII Conference and Exposition on Structural Dynamics, Orlando, Florida, 2015, pp. 151-156.
    [BibTeX]
    @CONFERENCE{TerejanuP_IMAC_2015,
    author = {Gabriel Terejanu},
    title = {{Predictive Validation of Dispersion Models Using a Data Partitioning Methodology}},
    booktitle = {{IMAC-XXXII Conference and Exposition on Structural Dynamics, Orlando, Florida}},
    year = {2015},
    pages= {151-156},
    month= {February},
    }

  • H. Li, A. Chowdhury, G. Terejanu, A. Chanda, and S. Banerjee, “A Stacked Gaussian Process for Predicting Geographical Incidence of Aflatoxin with Quantified Uncertainties ,” in International Conference on Advances in Geographic Information Systems ACM SIGSPATIAL, Seattle, Washington, 2015.
    [BibTeX]
    @CONFERENCE{LiP_SIGS_2015,
    author = {Hui Li and Asif Chowdhury and Gabriel Terejanu and Anindya Chanda and Sourav Banerjee},
    title = {{A Stacked Gaussian Process for Predicting Geographical Incidence of Aflatoxin with Quantified Uncertainties
    }},
    booktitle = {{International Conference on Advances
    in Geographic Information Systems ACM SIGSPATIAL, Seattle, Washington}},
    year = {2015},
    month= {November},
    }

  • G. Terejanu, “Active Data Collection for Inadequate Models,” in Information Fusion (Fusion), 2015 18th International Conference on, 2015, pp. 421-427.
    [BibTeX]
    @INPROCEEDINGS{TerejanuP_Fusion_2015,
    author= {Gabriel Terejanu},
    booktitle = {{Information Fusion (Fusion), 2015 18th International Conference on}},
    title = {{Active Data Collection for Inadequate Models}},
    year= {2015},
    pages= {421-427},
    month= {July},
    }

2014

  • E. Walker, S. C. Ammal, S. Suthirakun, F. Chen, G. Terejanu, and A. Heyden, “Mechanism of Sulfur Poisoning of Sr$_2$Fe$_{1.5}$Mo$_{0.5}$O$_{6-\delta}$ Perovskite Anode under Solid Oxide Fuel Cell Conditions,” J. Phys. Chem., vol. C 118, pp. 23545-23552, 2014.
    [BibTeX]
    @article{WalkerJ_PC_2014,
    pages = {23545-23552},
    volume = {C 118},
    year = {2014},
    journal = {{J. Phys. Chem.}},
    title = {{Mechanism of Sulfur Poisoning of Sr$_2$Fe$_{1.5}$Mo$_{0.5}$O$_{6-\delta}$ Perovskite Anode under Solid Oxide Fuel Cell Conditions}},
    author = {E. Walker and S. C. Ammal and S. Suthirakun and F. Chen and G. Terejanu and A. Heyden},
    }

  • S. Banerjee, P. M. Gummadidala, R. A. Rima, R. U. Ahmed, G. J. Kenne, C. Mitra, O. M. Gomaa, J. Hill, S. McFadden, N. Banaszek, R. Fayad, G. Terejanu, and A. Chanda, “Quantitative acoustic contrast tomography reveals unique multiscale physical fluctuations during aflatoxin synthesis in Aspergillus parasiticus,” Fungal Genetics and Biology, vol. 73, pp. 61-68, 2014. doi:10.1016/j.fgb.2014.10.006
    [BibTeX] [Download PDF]
    @article{BanerjeeJ_FGB_2014,
    title = {{Quantitative acoustic contrast tomography reveals unique multiscale physical fluctuations during aflatoxin synthesis in Aspergillus parasiticus}},
    journal = {{Fungal Genetics and Biology}},
    volume = {73},
    number = {0},
    pages = {61 - 68},
    year = {2014},
    issn = {1087-1845},
    doi = {10.1016/j.fgb.2014.10.006},
    url = {http://www.sciencedirect.com/science/article/pii/S1087184514001893},
    author = {Sourav Banerjee and Phani M. Gummadidala and Rowshan A. Rima and Riaz U. Ahmed and Gabriel J. Kenne and Chandrani Mitra and Ola M. Gomaa and Jasmine Hill and Sandra McFadden and Nora Banaszek and Raja Fayad and Gabriel Terejanu and Anindya Chanda},
    keywords = {Quantitative acoustic contrast tomography},
    keywords = {Multiscale image analysis},
    keywords = {Aspergillus parasiticus},
    keywords = {Global morphological mapping},
    keywords = {Hyphal strength profiling},
    keywords = {Aflatoxin synthesis},
    }

  • S. Banerjee, G. Terejanu, and A. Chanda, “Uncertainty Quantification Driven Predictive Multi-Scale Model for Synthesis of Mycotoxins,” Computational Biology and Bioinformatics, vol. 2(1), pp. 7-12, 2014. doi:10.11648/j.cbb.20140201.12
    [BibTeX]
    @article{BanerjeeJ_CBB_2014,
    doi = {10.11648/j.cbb.20140201.12},
    pages = {7-12},
    volume = {2(1)},
    year = {2014},
    journal = {{Computational Biology and Bioinformatics}},
    title = {{Uncertainty Quantification Driven Predictive Multi-Scale Model for Synthesis of Mycotoxins}},
    author = {Sourav Banerjee and Gabriel Terejanu and Anindya Chanda},
    }

  • J. Xu and G. Terejanu, “Approximate Bayesian Computation based on Progressive Correction of Gaussian Components,” in American Control Conference (ACC), 2014, 2014, pp. 2023-2028. doi:10.1109/ACC.2014.6859193
    [BibTeX]
    @INPROCEEDINGS{XuP_ACC_2014,
    author= {Jiting Xu and Gabriel Terejanu},
    booktitle = {{American Control Conference (ACC), 2014}},
    title = {{Approximate Bayesian Computation based on Progressive Correction of Gaussian Components}},
    year= {2014},
    month= {June},
    pages= {2023-2028},
    keywords= {Bayes methods;Gaussian processes;Monte Carlo methods;mathematical analysis;statistical analysis;statistical distributions;ABC algorithms;Monte Carlo methods;approximate Bayesian computation;complex models;likelihood function;likelihood-free inference;mathematical models;numerical algorithm;progressive correction of Gaussian components;proposal distributions;sampling algorithm;statistical inference problems;Approximation algorithms;Computational modeling;Inference algorithms;Mathematical model;Monte Carlo methods;Noise;Proposals;Filtering;Nonlinear systems;Simulation},
    doi= {10.1109/ACC.2014.6859193},
    ISSN= {0743-1619},}

  • X. Lin and G. Terejanu, “Model-driven data collection for biological systems,” in American Control Conference (ACC), 2014, 2014, pp. 2524-2529. doi:10.1109/ACC.2014.6859268
    [BibTeX]
    @INPROCEEDINGS{LinP_ACC_2014,
    author= {Xiao Lin and Gabriel Terejanu},
    booktitle = {{American Control Conference (ACC), 2014}},
    title = {{Model-driven data collection for biological systems}},
    year= {2014},
    month= {June},
    pages= {2524-2529},
    keywords= {biology computing;data handling;design of experiments;sampling methods;sensitivity analysis;biological experiments;biological systems;information-theoretic sensitivity analysis;model-driven data collection;optimal observable choice;optimal sampling time;parameter estimation;sequential experimental design;Bayes methods;Biological system modeling;Entropy;Joints;Mathematical model;Mutual information;Uncertainty;Biological systems;Information theory and control;Optimization},
    doi= {10.1109/ACC.2014.6859268},
    ISSN= {0743-1619},}

2013

  • R. E. Morrison, C. M. Bryant, G. Terejanu, S. Prudhomme, and K. Miki, “Data partition methodology for validation of predictive models,” Computers & Mathematics with Applications, vol. 66, iss. 10, p. 2114–2125, 2013.
    [BibTeX]
    @article{MorrisonJ_CMA_2012,
    pages = {2114--2125},
    number = {10},
    volume = {66},
    year = {2013},
    journal = {{Computers \& Mathematics with Applications}},
    title = {{Data partition methodology for validation of predictive models}},
    author= {Rebecca E. Morrison and Corey M. Bryant and Gabriel Terejanu and Serge Prudhomme and Kenji Miki},
    }

  • K. Miki, E. E. Prudencio, S. H. Cheung, and G. Terejanu, “Using Bayesian Analysis to Quantify Uncertainties in the H+O2 -$>$ OH+O Reaction,” Combustion and Flame, vol. 160, iss. 5, pp. 861-869, 2013. doi:10.1016/j.combustflame.2013.01.020
    [BibTeX]
    @article{MikiJ_CF_2013,
    keywords = {Bayesian approach},
    author = {Kenji Miki and Ernesto E. Prudencio and Sai Hung Cheung and Gabriel Terejanu},
    doi = {10.1016/j.combustflame.2013.01.020},
    issn = {0010-2180},
    year = {2013},
    pages = { 861 - 869},
    number = {5},
    volume = {160},
    journal = {{Combustion and Flame}},
    title = {{Using Bayesian Analysis to Quantify Uncertainties in the H+O2 -$>$ OH+O Reaction}},
    }

2012

  • G. Terejanu, R. R. Upadhyay, and K. Miki, “Bayesian Experimental Design for the Active Nitridation of Graphite by Atomic Nitrogen,” Experimental Thermal and Fluid Science, vol. 36, pp. 178-193, 2012. doi:10.1016/j.expthermflusci.2011.09.012
    [BibTeX]
    @article{TerejanuJ_ETF_2011,
    author= {Gabriel Terejanu and Rochan R. Upadhyay and Kenji Miki},
    title = {{Bayesian Experimental Design for the Active Nitridation of Graphite by Atomic Nitrogen}},
    journal = {{Experimental Thermal and Fluid Science}},
    year= {2012},
    month= {Jan.},
    volume= {36},
    number= {},
    pages= {178-193},
    doi= {10.1016/j.expthermflusci.2011.09.012},
    ISSN= {0894-1777},
    }

  • R. D. Moser, G. Terejanu, T. A. Oliver, and C. S. and Simmons, “Validating the Prediction of Unobserved Quantities,” The Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, Technical Report 12-32, 2012.
    [BibTeX]
    @techreport{MoserT_2012,
    author = {Robert D. Moser and Gabriel Terejanu and Todd A. Oliver and and Christopher S. Simmons},
    title = {{Validating the Prediction of Unobserved Quantities}},
    type = {Technical Report},
    number = {12-32},
    institution = {The Institute for Computational Engineering and Sciences, The University of Texas at Austin},
    address = {Austin, Texas 78712},
    month = {Aug.},
    year = {2012},
    }

  • C. Bryant and G. Terejanu, “An Information-Theoretic Approach to Optimally Calibrate Approximate Models,” in The 50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Nashville, Tennessee, 9-12 January, 2012.
    [BibTeX]
    @CONFERENCE{TerejanuP_AIAA_2012_a,
    author = {Corey Bryant and Gabriel Terejanu},
    title = {{An Information-Theoretic Approach to Optimally Calibrate Approximate Models}},
    booktitle = {{The 50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Nashville, Tennessee, 9-12 January}},
    year = {2012},
    note = {AIAA 2012-0153},
    }

  • G. Terejanu, C. Bryant, R. Morrison, and S. Prudhomme, “Two Phase Optimal Experimental Design Process for Predictive Model Assessment,” in 14th AIAA Non-Deterministic Approaches Conference, Special Session on Uncertainty Quantification in V&V, Honolulu, Hawaii, 23-26 April, 2012.
    [BibTeX]
    @CONFERENCE{TerejanuP_AIAA_2012_b,
    author = {Gabriel Terejanu and Corey Bryant and Rebecca Morrison and Serge Prudhomme},
    title = {{Two Phase Optimal Experimental Design Process for Predictive Model Assessment}},
    booktitle = {{14th AIAA Non-Deterministic Approaches Conference, Special Session on
    Uncertainty Quantification in V\&V, Honolulu, Hawaii, 23-26 April}},
    year = {2012},
    }

  • G. Terejanu, C. Bryant, and K. Miki, “Bayesian optimal experimental design for a Shock-tube experiment,” in The International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Budapest, Hungary, September 3-7, 2012.
    [BibTeX]
    @CONFERENCE{TerejanuP_ICM_2012,
    author = {Gabriel Terejanu and Corey Bryant and Kenji Miki},
    title = {{Bayesian optimal experimental design for a Shock-tube experiment}},
    booktitle = {{The International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Budapest, Hungary, September 3-7}},
    year = {2012},
    }

2011

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Adaptive Gaussian Sum Filter for Nonlinear Bayesian Estimation,” Automatic Control, IEEE Transactions on, vol. 56, iss. 9, pp. 2151-2156, 2011. doi:10.1109/TAC.2011.2141550
    [BibTeX]
    @ARTICLE{TerejanuJ_TAC_2011,
    author= {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    journal = {{Automatic Control, IEEE Transactions on}},
    title = {{Adaptive Gaussian Sum Filter for Nonlinear Bayesian Estimation}},
    year= {2011},
    month= {Sept.},
    volume= {56},
    number= {9},
    pages= {2151-2156},
    doi= {10.1109/TAC.2011.2141550},
    ISSN= {0018-9286},
    }

  • G. Terejanu, “An Adaptive Split-Merge Scheme for Uncertainty Propagation using Gaussian Mixture Models,” in 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Orlando, Florida, 2011.
    [BibTeX]
    @CONFERENCE{TerejanuP_AIAA_2011,
    author = {Gabriel Terejanu},
    title = {{An Adaptive Split-Merge Scheme for Uncertainty Propagation using Gaussian Mixture Models}},
    booktitle = {{49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Orlando, Florida}},
    year = {2011},
    month = {January},
    note = {AIAA-2011-890},
    }

  • G. Terejanu, T. Oliver, and C. Simmons, “Application of Predictive Model Selection to Coupled Models,” in Proceedings of the World Congress on Engineering and Computer Science 2011 Vol II, WCECS 2011, 2011, pp. 927-932.
    [BibTeX]
    @inproceedings{TerejanuP_WCECS_2011,
    author = {Gabriel Terejanu and Todd Oliver and Chris Simmons},
    title = {{Application of Predictive Model Selection to Coupled Models}},
    booktitle = {{Proceedings of the World Congress on Engineering and Computer Science 2011 Vol II, WCECS 2011}},
    location = {San Francisco, USA},
    year = {2011},
    month = {October 19-21},
    pages = {927-932},
    ISSN = {2078-0958},
    }

  • R. Morrison, C. Bryant, G. Terejanu, K. Miki, and S. Prudhomme, “Optimal Data Split Methodology for Model Validation,” in Proceedings of the World Congress on Engineering and Computer Science 2011 Vol II, WCECS 2011, 2011, pp. 1038-1043.
    [BibTeX]
    @inproceedings{MorrisonP_WCECS_2011,
    author = {Rebecca Morrison and Corey Bryant and Gabriel Terejanu and Kenji Miki and Serge Prudhomme},
    title = {{Optimal Data Split Methodology for Model Validation}},
    booktitle = {{Proceedings of the World Congress on Engineering and Computer Science 2011 Vol II, WCECS 2011}},
    location = {San Francisco, USA},
    year = {2011},
    month = {October 19-21},
    pages = {1038-1043},
    ISSN = {2078-0958},
    }

2010

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “A Decision-Centric Framework for Density Forecasting,” Journal of Advances in Information Fusion, vol. 5, iss. 2, pp. 73-87, 2010.
    [BibTeX]
    @ARTICLE{TerejanuJ_JAIF_2010,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{A Decision-Centric Framework for Density Forecasting}},
    journal = {{Journal of Advances in Information Fusion}},
    volume = {5},
    number = {2},
    pages = {73-87},
    year = {2010},
    month = {Dec.},
    }

  • G. Terejanu, “Towards a decision-centric framework for uncertainty propagation and data assimilation,” PhD Thesis, Buffalo, NY, 2010.
    [BibTeX]
    @phdthesis{TerejanuD_2010,
    author = {Gabriel Terejanu},
    title = {{Towards a decision-centric framework for uncertainty propagation and data assimilation}},
    school = {State University of New York at Buffalo},
    address = {Buffalo, NY},
    year = {2010},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Approximate propagation of both epistemic and aleatory uncertainty through dynamic systems,” in 13th International Conference on Information Fusion, Edinburgh, UK, 2010.
    [BibTeX]
    @CONFERENCE{TerejanuP_IF_2010,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Approximate propagation of both epistemic and aleatory uncertainty through dynamic systems}},
    booktitle = {{13th International Conference on Information Fusion, Edinburgh, UK}},
    year = {2010},
    month = {July},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Approximate Interval Method for Epistemic Uncertainty Propagation using Polynomial Chaos and Evidence Theory,” in Proceedings of the American Control Conference (ACC), 2010, pp. 349-354.
    [BibTeX]
    @inproceedings{TerejanuP_ACC_2010,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Approximate Interval Method for Epistemic Uncertainty Propagation using Polynomial Chaos and Evidence Theory}},
    booktitle = {{Proceedings of the American Control Conference (ACC)}},
    location = {Baltimore, MD},
    year = {2010},
    month = {June},
    pages = {349 - 354},
    ISSN = {0743-1619},
    }

2009

  • J. George, G. Terejanu, and P. Singla, “Spacecraft Attitude Estimation Using Adaptive Gaussian Sum Filter,” Journal of the Astronautical Sciences, Special Issue: Markley Symposium, vol. 57, iss. 1, pp. 31-45, 2009.
    [BibTeX]
    @ARTICLE{GeorgeJ_JAS_2009,
    author = {Jemin George and Gabriel Terejanu and Puneet Singla},
    title = {{Spacecraft Attitude Estimation Using Adaptive Gaussian Sum Filter}},
    journal = {{Journal of the Astronautical Sciences, Special Issue: Markley Symposium}},
    volume = {57},
    number = {1},
    year = {2009},
    pages = {31-45},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Application of the Decision-Centric Uncertainty Propagation in CBRN incidents,” in 22nd Annual CSE Graduate Research Conference at Buffalo, Buffalo, New York, 2009.
    [BibTeX]
    @CONFERENCE{TerejanuP_CSEGRC_2009,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Application of the Decision-Centric Uncertainty Propagation in CBRN incidents}},
    booktitle = {{22nd Annual CSE Graduate Research Conference at Buffalo, Buffalo, New York}},
    year = {2009},
    month = {April},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Decision Based Uncertainty Propagation Using Adaptive Gaussian Mixtures,” in 12th International Conference on Information Fusion, Seattle, Washington, 2009.
    [BibTeX]
    @CONFERENCE{TerejanuP_IF_2009,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Decision Based Uncertainty Propagation Using Adaptive Gaussian Mixtures}},
    booktitle = {{12th International Conference on Information Fusion, Seattle, Washington}},
    year = {2009},
    month = {July},
    }

2008

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Uncertainty Propagation for Nonlinear Dynamical Systems using Gaussian Mixture Models,” Journal of Guidance, Control, and Dynamics, vol. 31, iss. 6, pp. 1622-1633, 2008.
    [BibTeX]
    @ARTICLE{TerejanuJ_JGCD_2008,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Uncertainty Propagation for Nonlinear Dynamical Systems using Gaussian Mixture Models}},
    journal = {{Journal of Guidance, Control, and Dynamics}},
    year = {2008},
    month = {Nov.},
    volume = {31},
    number = {6},
    pages = {1622-1633},
    }

  • G. Terejanu, “Unscented Kalman Filter Tutorial,” Department of Computer Science and Engineering, University at Buffalo, Buffalo, New York, Web-tutorial , 2008.
    [BibTeX] [Download PDF]
    @techreport{TerejanuT_Tut_UKF,
    author = {Gabriel Terejanu},
    title = {{Unscented Kalman Filter Tutorial}},
    type = {Web-tutorial},
    url = {http://uncertaintyquantification.org/wp-content/uploads/2017/10/tutorialUKF.pdf},
    institution = {Department of Computer Science and Engineering, University at Buffalo},
    address = {Buffalo, New York},
    year = {2008},
    }

  • G. Terejanu, “Extended Kalman Filter Tutorial,” Department of Computer Science and Engineering, University at Buffalo, Buffalo, New York, Web-tutorial , 2008.
    [BibTeX] [Download PDF]
    @techreport{TerejanuT_Tut_EKF,
    author = {Gabriel Terejanu},
    title = {{Extended Kalman Filter Tutorial}},
    type = {Web-tutorial},
    url = {http://uncertaintyquantification.org/wp-content/uploads/2017/10/tutorialEKF.pdf},
    institution = {Department of Computer Science and Engineering, University at Buffalo},
    address = {Buffalo, New York},
    year = {2008},
    }

  • G. Terejanu, “Discrete Kalman Filter Tutorial,” Department of Computer Science and Engineering, University at Buffalo, Buffalo, New York, Web-tutorial , 2008.
    [BibTeX] [Download PDF]
    @techreport{TerejanuT_Tut_KF,
    author = {Gabriel Terejanu},
    title = {{Discrete Kalman Filter Tutorial}},
    type = {Web-tutorial},
    url = {http://uncertaintyquantification.org/wp-content/uploads/2017/10/tutorialKF.pdf},
    institution = {Department of Computer Science and Engineering, University at Buffalo},
    address = {Buffalo, New York},
    year = {2008},
    }

  • G. Terejanu, “Crib Sheet: Linear Kalman Smoothing,” Department of Computer Science and Engineering, University at Buffalo, Buffalo, New York, Web-tutorial , 2008.
    [BibTeX] [Download PDF]
    @techreport{TerejanuT_Tut_KS,
    author = {Gabriel Terejanu},
    title = {{Crib Sheet: Linear Kalman Smoothing}},
    type = {Web-tutorial},
    url = {http://uncertaintyquantification.org/wp-content/uploads/2017/10/tutorialKS.pdf},
    institution = {Department of Computer Science and Engineering, University at Buffalo},
    address = {Buffalo, New York},
    year = {2008},
    }

  • G. Terejanu, “Tutorial on Monte Carlo Techniques,” Department of Computer Science and Engineering, University at Buffalo, Buffalo, New York, Web-tutorial , 2008.
    [BibTeX] [Download PDF]
    @techreport{TerejanuT_Tut_MC,
    author = {Gabriel Terejanu},
    title = {{Tutorial on Monte Carlo Techniques}},
    type = {Web-tutorial},
    url = {http://uncertaintyquantification.org/wp-content/uploads/2017/10/tutorialMC.pdf},
    institution = {Department of Computer Science and Engineering, University at Buffalo},
    address = {Buffalo, New York},
    year = {2008},
    }

  • T. Singh, P. Scott, P. Singla, Y. Cheng, U. Konda, G. Terejanu, A. James, S. E. Haupt, G. Young, A. Beyer-Lout, and K. Long, “Blending Chem-Bio Dispersion Forecasts and Sensor Data,” Defense Threat Reduction Agency, Joint Science & Technology Office for Chemical & Biological Defense, Fort Belvoir, Virginia, Technical Report Contract No. W911NF-06-C-0162, 2008.
    [BibTeX]
    @techreport{TarunrajT_2008,
    author = {Tarunraj Singh and Peter Scott and Puneet Singla and Yang Cheng and Uma Konda and Gabriel Terejanu and
    Alex James and Sue E. Haupt and George Young and Anke Beyer-Lout and Kerrie Long},
    title = {{Blending Chem-Bio Dispersion Forecasts and Sensor Data}},
    type = {Technical Report},
    number = {Contract No. W911NF-06-C-0162},
    institution = {Defense Threat Reduction Agency, Joint Science \& Technology Office for Chemical \& Biological Defense},
    address = {Fort Belvoir, Virginia},
    month = {Dec.},
    year = {2008},
    }

  • T. Singh, P. Singla, P. Scott, U. Reddy, G. Terejanu, and Y. Cheng, “Data Assimilation for Forecasting Plume Dispersion,” in First Annual Conference of Center for GeoHazards Studies, Natural Disasters in Small Communities: How Can We Help?, Buffalo, New York, 2008.
    [BibTeX]
    @CONFERENCE{SinghP_GEO_2008,
    author = {Tarunraj Singh and Puneet Singla and Peter Scott and Umamaheswara Reddy and Gabriel Terejanu and Yang Cheng},
    title = {{Data Assimilation for Forecasting Plume Dispersion}},
    booktitle = {{First Annual Conference of Center for GeoHazards Studies, Natural Disasters in Small Communities: How Can We Help?, Buffalo, New York}},
    year = {2008},
    month = {March},
    }

  • G. Terejanu, Y. Cheng, T. Singh, and P. D. Scott, “Comparison of SCIPUFF Plume Prediction with Particle Filter Assimilated Prediction for Dipole 26 Data,” in Chemical and Biological Defense Physical Science and Technology Conference, New Orleans, 2008.
    [BibTeX]
    @CONFERENCE{TerejanuP_CBD_2008,
    author = {Gabriel Terejanu and Yang Cheng and Tarunraj Singh and Peter D. Scott},
    title = {{Comparison of SCIPUFF Plume Prediction with Particle Filter Assimilated Prediction for Dipole 26 Data}},
    booktitle = {{Chemical and Biological Defense Physical Science and Technology Conference, New Orleans}},
    year = {2008},
    month = {November},
    }

  • G. Terejanu, J. George, and P. Singla, “An Adaptive Gaussian Sum Filter for the Spacecraft Attitude Estimation Problem,” in Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium, 2008, pp. 35-50.
    [BibTeX]
    @inproceedings{TerejanuP_FLMAS_2008,
    author = {Gabriel Terejanu and Jemin George and Puneet Singla},
    title = {{An Adaptive Gaussian Sum Filter for the Spacecraft Attitude Estimation Problem}},
    booktitle = {{Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium}},
    location = {Cambridge, Maryland},
    year = {2008},
    month = {June},
    pages = {35-50},
    ISSN = {0065-3438},
    note = {AAS 08-262},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “Uncertainty Propagation for Nonlinear Dynamical Systems using Gaussian Mixture Models,” in AIAA Guidance, Navigation and Control Conference and Exhibit, Honolulu, Hawaii, 2008.
    [BibTeX]
    @CONFERENCE{TerejanuP_AIAA_2008,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{Uncertainty Propagation for Nonlinear Dynamical Systems using Gaussian Mixture Models}},
    booktitle = {{AIAA Guidance, Navigation and Control Conference and Exhibit, Honolulu, Hawaii}},
    year = {2008},
    month = {August},
    note = {AIAA-2008-7472},
    }

  • G. Terejanu, P. Singla, T. Singh, and P. D. Scott, “A Novel Gaussian Sum Filter Method for Accurate Solution to Nonlinear Filtering Problem,” in 11th International Conference on Information Fusion, Cologne, Germany, 2008.
    [BibTeX]
    @CONFERENCE{TerejanuP_IF_2008,
    author = {Gabriel Terejanu and Puneet Singla and Tarunraj Singh and Peter D. Scott},
    title = {{A Novel Gaussian Sum Filter Method for Accurate Solution to Nonlinear Filtering Problem}},
    booktitle = {{11th International Conference on Information Fusion, Cologne, Germany}},
    year = {2008},
    month = {June},
    }

  • P. Singla, T. Singh, P. Scott, G. Terejanu, Y. Cheng, and U. Reddy, “Accurate Uncertainty Propagation through Nonlinear Systems,” in First Annual Conference of Center for GeoHazards Studies, Natural Disasters in Small Communities: How Can We Help?, Buffalo, New York, 2008.
    [BibTeX]
    @CONFERENCE{SinglaP_GEO_2008,
    author = {Puneet Singla and Tarunraj Singh and Peter Scott and Gabriel Terejanu and Yang Cheng and Umamaheswara Reddy},
    title = {{Accurate Uncertainty Propagation through Nonlinear Systems}},
    booktitle = {{First Annual Conference of Center for GeoHazards Studies, Natural Disasters in Small Communities: How Can We Help?, Buffalo, New York}},
    year = {2008},
    month = {March},
    }

2007

  • G. Terejanu, T. Singh, and P. D. Scott, “Unscented Kalman Filter/Smoother for a CBRN Puff-Based Dispersion Model,” in 11th International Conference on Information Fusion, Quebec City, Canada, 2007.
    [BibTeX]
    @CONFERENCE{TerejanuP_IF_2007,
    author = {Gabriel Terejanu and Tarunraj Singh and Peter D. Scott},
    title = {{Unscented Kalman Filter/Smoother for a CBRN Puff-Based Dispersion Model}},
    booktitle = {{11th International Conference on Information Fusion, Quebec City, Canada}},
    year = {2007},
    month = {July},
    }

2006

  • I. Dinulescu, D. Popescu, G. Terejanu, and A. Marinescu, “Software Architecture of a Web-based PLC Laboratory,” Annals of the University of Craiova, Automation, Computers, Electronics and Mechatronics, vol. 3(30), iss. 1, pp. 30-35, 2006.
    [BibTeX]
    @ARTICLE{DinulescuJ_AUC_2006,
    author = {Ionut Dinulescu and Dorin Popescu and Gabriel Terejanu and Andras Marinescu},
    title = {{Software Architecture of a Web-based PLC Laboratory}},
    journal = {{Annals of the University of Craiova, Automation, Computers, Electronics and Mechatronics}},
    year = {2006},
    volume = {3(30)},
    number = {1},
    pages = {30-35},
    ISSN = {1841-0626},
    }

2005

  • D. Popescu, G. Terejanu, I. Dinulescu, and M. Leoveanu, “PLC based Telemanipulation via Internet,” in Proceedings of the 14th International Workshop on Robotics in Alpe-Adria-Danube Region, 2005, pp. 441-447.
    [BibTeX]
    @inproceedings{PopescuP_IWRAADR_2005,
    author = {Dorin Popescu and Gabriel Terejanu and Ionut Dinulescu and Mihnea Leoveanu},
    title = {{PLC based Telemanipulation via Internet}},
    booktitle = {{Proceedings of the 14th International Workshop on Robotics in Alpe-Adria-Danube Region}},
    location = {Bucharest, Romania},
    year = {2005},
    month = {May},
    pages = {441-447},
    note = {ISBN 973-718-241-3},
    }

  • I. Dinulescu, D. Popescu, and G. Terejanu, “Web based Telematics Application using Open-Source technologies,” in Proceedings of the 12th International Symposium on Systems Theory, SINTES 12, Vol.3, 2005, pp. 267-272.
    [BibTeX]
    @inproceedings{DinulescuP_ISST_2005,
    author = {Ionut Dinulescu and Dorin Popescu and Gabriel Terejanu},
    title = {{Web based Telematics Application using Open-Source technologies}},
    booktitle = {{Proceedings of the 12th International Symposium on Systems Theory, SINTES 12, Vol.3}},
    location = {Craiova, Romania},
    year = {2005},
    month = {October},
    pages = {267-272},
    note = {ISBN 973-742-148-5},
    }

2004

  • G. Terejanu, “Software Architecture for Remote Monitoring and Controlling of Mechatronic Systems. Bachelor’s thesis, University of Craiova, Romania,” , 2004.
    [BibTeX]
    @bachelorsthesis{TerejanuD_2004,
    author = {Gabriel Terejanu},
    title = {{Software Architecture for Remote Monitoring and Controlling of Mechatronic Systems. Bachelor's thesis, University of Craiova, Romania}},
    year = {2004},
    }

  • D. Cojocaru and G. Terejanu, “Remote System for Mobile Robots,” in Proceedings of the 2nd International Conference on Robotics, 2004, pp. 43-45.
    [BibTeX]
    @inproceedings{CojocaruP_ICR_2004,
    author = {Dorian Cojocaru and Gabriel Terejanu},
    title = {{Remote System for Mobile Robots}},
    booktitle = {{Proceedings of the 2nd International Conference on Robotics}},
    location = {Timisoara/Resita, Romania},
    year = {2004},
    month = {October},
    pages = {43-45},
    note = {ISBN 973-97258-3-X},
    }