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Invited Presentations    |    Conference Presentations

Invited Conferences and Presentations

  1. Bakshi, B. R., “Thermodynamics and Industrial Ecology”, Gordon Research Conference on
    Industrial Ecology, Oxford, U.K., August 8-11, 2006

  2. 56. Bakshi, B. R., interviewed on Earth & Sky radio program’s Human World project,
    (www.earthsky.org/humanworld)

  3. Rawlings, J. B., and B. R. Bakshi, “Particle Filtering and Moving Horizon Estimation”,
    Chemical Process Control: CPC-7, Lake Louise, Alberta, Canada, January 2006

  4. Bakshi, B. R., “Can Technology Lead to Sustainable Development? A Thermodynamic
    View”, Department of Geological Sciences, Ohio State University, Columbus, OH, February,
    2006

  5. Bakshi, B. R., “Exergy and Natural Capital”, invited lecture in course on Environmentally
    Benign Manufacturing (2.83/2.813), Massachusetts Institute of Technology, Cambridge, MA,
    March 2006

  6. Bakshi, B. R., “Can Technology Lead to Sustainable Development? A Thermodynamic
    View”, Department of Chemical and Biomolecular Engineering, Ohio State University, Columbus,
    OH, May, 2006

  7. Bakshi, B. R., “Thermodynamic Methods for Sustainable Engineering”, International Symposium
    on Energy Analysis and Systematic Methods for Sustainable Development, EAFIT
    University, Medell´ın, Colombia, August 3-5, 2005

  8. International Symposium on Energy Analysis and Systematic Methods for Sustainable
    Development, EAFIT University, Medell´ın, Colombia, August 3-5, 2005
    "Technology and Sustainable Development - Implications for Developing Countries"

  9. Gordon Research Conference on Statistics in Chemistry and Chemical Engineering, Mt. Holyoke College, Holyoke, MA, July 2005
    "Application of Statistics to Multiscale Systems", discussant

  10. Center for Process Systems Engineering, Department of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, February 2005

  11. Department of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, February 2005

  12. Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, PA, February 2005

  13. Department of Chemical Engineering, Mumbai University Institute of Chemical Technology, Mumbai, India, January 2005

  14. Department of Chemical Engineering, University of Coimbra, Coimbra, Portugal, September 2004

  15. Conference on Chemo- metrics and Analytical Chemistry, Lisbon, Portugal, September 2004
    Bakshi, B. R., \Bayesian Chemometrics - Promises and Challenges",

  16. Department of Chemical Engineering, Indian Institute of Science, Bangalore, India, August 2004

  17. Department of Chemical Engineering, Indian Institute of Technology, Mumbai, India, July 2004

  18. NSF/EPA grantees meeting, Washington DC, May, 2004

  19. Green Design Initiative, Carnegie-Mellon University
    Bakshi, B. R., Thermodynamic Methods for Ecologically Conscious Decision Making, September 9, 2003

  20. Gordon Conference on Statistics in Chemistry and Chemical Engineering, Mt. Holyoke College, July 27-August 1, 2003
    Bakshi, B. R., Maximum Likelihood PCA, discussant

  21. American Statistical Association Quality & Productivity Research Conference, IBM T. J. Watson Research Ctr., Yorktown Heights, NY, May 21-23, 2003
    Multiscale Statistical Process Control Using Libraries of Basis Functions, Bakshi, B. R.

  22. Ashland Chemical, Columbus, Ohio, May 2002

  23. University of Newcastle,Center for Process Ana lytics and Control Technology, Newcastle-Upon-Tyne, England, April 29, 2002
    Bayesian Process Modeling and Multiscale SPC, Bakshi, B. R.

  24. Center for Process Analytics and Control Technology (CPACT) conference, April 25-26, Edinburgh, Scotland, 2002

  25. ExxonMobil Research Center, Fairfax, VA, October 2001
    26.  
  26. School of Natural Resources, Ohio State University, Emergy seminar series, October 2001
    27.  
  27. 4th IFAC workshop on On-Line Fault Detection and Supervision in the Chemical Process Industries, Keynote presentation, Jejudo Island, Korea, June 7-8, 2001
    28. ART-2 and Multiscale ART-2 for On-Line Process Fault Diagnosis - Validation via Industrial Case Studies and Monte Carlo Simulation, by Aradhye, H. B., Davis, J. F., Bakshi, B. R., Ahalt, S. C.
     
  28. LeadScope Inc., Columbus, Ohio, March 2001
    29.  
  29. Ohio State University, Department of ChemicalEngineering, January 2001
    30.  
  30. United States Environmental ProtectionAgency, Cincinnati, Ohio, December 2000
    31.  
  31. PSE Asia 2000, Keynote Lecture, Kyoto, Japan, December 2000
    32. Multiscale and Bayesian Methods for Efficient Process Operation, by B. R. Bakshi
     
  32. Interdiscipinary Research Seminar on StatisticalSignal and Image Processing, Ohio State University, Columbus, Ohio, November 2000
    33. Multiscale and Bayesian Methods for Process Operation and Control, by B. R. Bakshi
     
  33. University of Notre Dame, Department of Chemical Engineering, October 2000
    34.  
  34. Seventh International Symposium on ProcessSystems Engineering, Plenary presentation, Keystone, Colorado, July 16-21, 2000
    35. A Thermodynamic Framework for EcologicallyConscious Process Systems Engineering, by B. R. Bakshi
     
  35. Seventh International Symposium on ProcessSystems Engineering, Plenary presentation, Keystone, Colorado, July 16-21, 2000
    36. Comparison of Statistical Process MonitoringMethods: Application to the Eastman Challenge Problem, by Kano, M., K.Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi
     
  36. National Academy of Engineering and German-AmericanAcademic Council Foundation, Third German-American Frontiers of EngineeringSymposium, Bremen, Germany, invited attendee, April 13-15, 2000
    37.  
  37. Cleveland State University, Cleveland,Department of Chemical Engineering, February 2000
    38.  
  38. Battelle Memorial Institute, Life Cycle Management Group, Columbus, OH, February 2000
    39.  
  39. Washington University, St. Louis, Departmentof Chemical Engineering, November 1999
    40.  
  40. Gordon Research Conference on Statisticsin Chemistry and Chemical Engineering, discussant, Plymouth, NH, July 1999
    41.  
  41. NSF Workshop on Hybrid Technologies forWaste Minimization, Breckenridge, CO, discussant, July 1999
    42.  
  42. University of California, Los Angeles,Department of Chemical Engineering, May 1999
    43.  
  43. Honeywell Hi-Spec Solutions, Thousand Oaks,CA, May 1999
    44.  
  44. Elf Atochem, King of Prussia, PA, June1998
    45.  
  45. Second International Chemometrics ResearchMeeting, Veldhoven, Netherlands, May 1998
    46.  
  46. Bombay University Department of ChemicalTechnology, Mumbai, India, March 1998
    47.  
  47. Indian Institute of Technology, Bombay,India, March 1998
    48.  
  48. Japan Energy, Toshiba, Nippon Steel, jointmeeting, Tokyo, Japan, February, 1998
    49.  
  49. Mitsubishi Chemical, Kurashiki, Japan,February, 1998
    50.  
  50. Kyoto University, Kyoto, Japan, sponsoredby the Japan Society for the Promotion of Science, February, 1998
    51.  
  51. Gordon Research Conference on Statisticsin Chemistry and Chemical Engineering, discussant, Rhode Island, July,1997
    52.  
  52. Wright-Patterson Airforce Base, MaterialsDirectorate, October, 1996, Dayton, OH
    53.  
  53. International Conference on Intelligent Systems in Process Engineering, Snowmass, CO, July, 1996 (with J. F. Davis,K. A. Kosanovich, and M. J. Piovoso)
    54.  
  54. Statistics Colloquium, Department of Statistics,Ohio State University, October 24, 1995, Columbus, OH
    55.  
  55. McMaster Advanced Control Consortium, McMasterUniversity, Hamilton, Ontario, April 12, 1995
    56.  
  56. Shell Development Company, Westhollow TechnicalCenter, Houston, March 23, 1995
    57.  
  57. DuPont Company, Circleville, October, 1994
    58.  
  58. Workshop on Wavelets in Chemical Engineering,Washington University, St. Louis, MO, November, 1993
    59.  
  59. Bombay University Department of ChemicalTechnology, Bombay, India, August, 1993
    60.  
  60. Indian Institute of Technology, New Delhi,India, August, 1993
    61.  
  61. Wavelet Seminar Series, Department of Mathematics,Massachusetts Institute of Technology, 1992 (with A. Koulouris and G. Stephanopoulos)
    62.  
  62. Fifth Annual Symposium, LISPE-IndustryConsortium, MIT, 1991
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Conference Presentations

  1. Bayesian Estimation of Nonlinear Dynamic Systems - Dealing with Constraints and Non-Gaussian Errors
    Chen, W. S., B. R. Bakshi, P. K. Goel, S. Ungarala, Paper 252c, AIChE 2002 Annual Meeting, Indianapolis, IN

  2. Multiscale Hierarchical Classi cations of Genes from Microarray HTS Genomics Data
    Bakshi, B. R., C. Yang, J. F. Rathman, L. Yu, Paper 320a, AIChE 2002 Annual Meeting, Indianapolis, IN

  3. A Thermodynamic Input-Output Approach for Analysis of Economic and Ecological Systems
    Ukidwe, N. U., B. R. Bakshi, Paper 21g, AIChE 2002 Annual Meeting, Indianapolis, IN

  4. Economic and Thermodynamics-Based Environmental Evaluation of Ammonia Manufacture
    Hau, J. L., B. R. Bakshi, Paper 17f, AIChE 2002 Annual Meeting, Indianapolis, IN

  5. Improving Multiscale Statistical Process Control Using Libraries of Basis Functions
    Bakshi, B. R., Paper 270i, AIChE 2002 Annual Meeting, Indianapolis, IN

  6. Teaching Industrial Ecology to Chemical Engineers
    Bakshi, B. R., Paper 170d, AIChE 2002 Annual Meeting, Indianapolis, IN

  7. Unique multiscale hierarchical classi cations of genes from microarray HTS genomics data
    Yang C., L. M. Yu, P. Blower, K. Cross, B. Bakshi, and J. Rathman, ACS Meeting, FASEB J., 16, 5, A882-A882 Part 2 MAR 22 200

  8. Exergy, Emergy and Life Cycle Analysis
    9. Bakshi, B. R., J. Hau, N. U. Ukidwe, International Society for Industrial Ecology, Inaugural Meeting, Leiden, The Netherlands, November 2001
     
  9. Multiscale Approaches to Extract Information from High Throughput Screening Genomics Data
    10. Yang, C., P. E. Blower, L. Yu, B. R. Bakshi, J. F. Rathman, AIChE 2001 Annual Meeting, Reno, NV
     
  10. Bayesian Rectification of Nonlinear Dynamic Processes by the Weighted Bootstrap
    11. Chen, W.-S., S. Ungarala, B. R. Bakshi, P. K. Goel, AIChE 2001 Annual Meeting, Reno, NV
     
  11. Extending Exergy Analysis of Chemical Systems to Include Ecological Inputs
    12. Hau, J., B. R. Bakshi, AIChE 2001 Annual Meeting, Reno, NV
     
  12. Multiscale Bayesian Approaches for Extracting Information from High Throughput Screening Genomics Data
    13. ACS meeting, August 2001
     
  13. A Systems Ecology Framework for Includingthe Contribution of Ecological Products and Services in Process Design
    14. Bakshi, B. R., AIChE 2000 Annual Meeting,Los Angeles, CA
     
  14. Improving Principal Component Analysisby Bayesian and Multiscale Estimation
    15. Nounou, M. N., B. R. Bakshi, P. K. Goel,X. Shen, AIChE 2000 Annual Meeting, Los Angeles, CA
     
  15. Multiscale Statistical Process Controland Fault Diagnosis - Theoretical Analysis and Extensions
    16. Aradhye, H. B., B. R. Bakshi, R. A. Strauss,J. F. Davis, AIChE 2000 Annual Meeting, Los Angeles, CA
     
  16. A Bayesian Framework for Linear ProcessModeling and Identification
    17. Nounou, M. N., B. R. Bakshi, P. K. Goel,X. Shen, AIChE 2000 Annual Meeting, Los Angeles, CA
     
  17. Data Interpretation using Single and MultiScale Clustering of Nonlinear and Noisy Data
    18. Aradhye, H. B., M. Barroeta, J. F. Davis,B. R. Bakshi, AIChE 2000 Annual Meeting, Los Angeles, CA
     
  18. Contribution Plots for Fault IdentificationBased on the Dissimilarity of Process Data
    19. Kano, M., R. A. Strauss, B. R. Bakshi,S. Hasebe, I. Hashimoto, H. Ohno, AIChE 2000 Annual Meeting, Los Angeles,CA
     
  19. Data Rectification of Nonlinear DynamicSystems Using Bayesian Inference and Multiresolution Analysis
    20. Ungarala, S., B. R. Bakshi, AIChE 2000Annual Meeting, Los Angeles, CA
     
  20. Process Monitoring by PCA, Dynamic PCA and Multiscale PCA - Theoretical Analysis and Disturbance Detection inTennessee Eastman Process
    21. Bakshi, B. R., R. Strauss, and H. Aradhye,AIChE 1999 Annual Meeting, Dallas, TX
     
  21. Multiscale Bayesian Data Rectificationof Linear and Nonlinear Dynamic Systems
    22. Ungarala, S., and B. R. Bakshi, AIChE1999 Annual Meeting, Dallas, TX
     
  22. MSART: An On-Line Multi-Scale Hierarchyof ART-2 State Estimators
    23. Aradhye, H., B. R. Bakshi, and J. F. Davis,AIChE 1999 Annual Meeting, Dallas, TX
     
  23. Multiscale Statistical Process Monitoringand Diagnosis of Univariate and Multivariate Processes
    24. Bakshi, B. R., and S. Top, AIChE 1998Annual Meeting, Miami Beach, FL
     
  24. Multiscale Linear Modeling with Applicationto Inferential Modeling and System Identification
    25. Nounou, M. N., and B. R. Bakshi, AIChE1998 Annual Meeting, Miami Beach, FL
     
  25. Multiscale Data Reconciliation with SteadyState Process Models
    26. Bakshi, B. R., and M. N. Nounou, AIChE1998 Annual Meeting, Miami Beach, FL
     
  26. Multiscale Statistical Process ControlUsing Wavelets
    27. Bakshi, B. R., and S. Top, Fall TechnicalMeeting, American Statistical Association/American Society for Quality,Corning, NY, October 1998
     
  27. Improved Statistical Process Control UsingWavelets
    28. Top, S., and B. R. Bakshi, Foundationsof Computer-Aided Process Operation, FOCAPO ?98, Snowbird, Utah, July 5- 10, 1998
     
  28. Multiscale Empirical Modeling Methods forProcess Monitoring
    29. Bakshi, B. R., AIChE 1997 Annual Meeting,Los Angeles, CA
     
  29. On-line Multiscale Rectification of Randomand Gross Errors without Process Models
    30. Nounou, M. N., and B. R. Bakshi, AIChE1997 Annual Meeting, Los Angeles, CA
     
  30. Multivariate Statistical Process Monitoringand Denoising by Multiscale Principal Component Analysis
    31. Bakshi, B. R., P. Goel, and X. Shen, InternationalSymposium on Wavelets and Statistics, Duke University, Durham, NC, October13-14, 1997
     
  31. Improved Empirical Modeling by NonlinearContinuum Regression, and its Application to Materials Processing Problems
    32. Bakshi, B. R., Australia-Pacific Forumon Intelligent Processing and Manufacturing of Materials, IPMM?97, July14-17, 1997, Gold Coast, Australia
     
  32. Multiscale Methods for Rectification ofRandom Errors without Fundamental Process Models
    33. Bakshi, B. R., P. Bansal, and M. N. Nounou,PSE/ESCAPE-97, Trondheim, Norway, May 25-29, 1997
     
  33. Noise Characterization and On-line Rectificationof Chemical Process Data Using a Time-Frequency Representation
    34. Bansal, P., and B. R. Bakshi, AIChE 1996Annual Meeting, Chicago, IL
     
  34. Unification of OLS, PCR, PLS, NLPCR, NLPLS,BPN, and PPR, with Application to Process Performance Monitoring
    35. Bakshi, B. R., and U. Utojo, AIChE 1996Annual Meeting, Chicago, IL
     
  35. Environmentally Conscious Manufacturing- Challenges for Process Control
    36. Bakshi, B. R., Institute For OperationsResearch and Management Sciences (INFORMS) Fall 1996 National Meeting,November 3 - 6, 1996, Atlanta, GA
     
  36. Unification of Neural and Statistical Methodsfor Empirical Modeling
    37. Utojo, U., and B. R. Bakshi, AdaptiveDistributive Parallel Computing Symposium, Dayton, OH, August 1996
     
  37. Empirical Modeling by the Unification of Neural and Statistical Projection-Based Methods
    38. Utojo, U., and B. R. Bakshi, AIChE 1995Annual Meeting, Miami Beach, FL
     
  38. Integration of Data Rectification, Compressionand Empirical Modeling Methods Using a Time-Frequency Representation
    39. Bakshi, B. R., P. Bansal, and H. Zhong,AIChE 1995 Annual Meeting, Miami Beach, FL
     
  39. Analysis of Flow in Gas-Liquid Bubble ColumnsUsing Multi-Resolution Methods
    40. Bakshi, B. R., Jiang, P., Fan, L.-S.,Proc. 2nd International Conf. on Gas-Liquid-Solid Reactor Eng., Cambridge,U.K., 1995
     
  40. A Unified View of Artificial Neural Networks and Multivariate Statistical Methods
    41. Utojo, U., Bakshi, B. R., Proc. Intelligent Systems in Process Engineering, ISPE '95, Snowmass, CO, July 1995
     
  41. Process Monitoring, Data Analysis and Data Interpretation
    42. Davis, J. F., Bakshi, B. R., Kosanovich,K. A., Piovoso, M. J., Proc. Intelligent Systems in Process Engineering,ISPE '95, Snowmass, CO, July 1995
     
  42. Towards the Integration of Measured Data-DependentProcess Monitoring Tasks Using a Time-Frequency Representation
    43. Bakshi, B. R., American Control Conf.,Seattle, June 1995
     
  43. A Unified View of Artificial Neural Networks and Multivariate Statistical Methods
    44. Utojo, U., and B. R. Bakshi, poster atGordon Conference on Statistics in Chemistry and Chemical Engineering,July 30 - August 4, 1995, New Hampton, NH
     
  44. Fast, Adaptive, Approximate Multiway PCA and PLS using Wavelets
    45. Bakshi, B. R., poster at Gordon Conferenceon Statistics in Chemistry and Chemical Engineering, July 30 - August 4,1995, New Hampton, NH
     
  45. Analysis of Circulating Fluidized Beds Using Multi-Resolution Methods
    46. Bakshi, B. R., P. Jiang, L.-S. Fan, AIChE1994 Annual Meeting, San Francisco
     
  46. Efficient Storage and Retrieval of MeasuredData for Improved Process Operation and Control
    47. Bakshi, B. R., AIChE 1994 Annual Meeting,San Francisco
     
  47. Wave-Nets: Induction of Physically InterpretableModels and Some Novel Learning Techniques
    48. Bakshi, B. R., Koulouris, A., Stephanopoulos,G., SPIE Proceedings , Vol. 2242, 1994
     
  48. Modeling and Characterization of NonlinearSystems Using Wave-Nets
    49. Koulouris, A., B. R. Bakshi, and G. Stephanopoulos,AIChE 1992 Annual Meeting, Miami Beach
     
  49. Wave-Net: A Wavelet-Based ConnectionistNetwork for Process Monitoring and Control
    50. Bakshi, B. R., and G. Stephanopoulos,AIChE 1992 Annual Meeting, Miami Beach
     
  50. Wavelets as Basis Functions for LocalizedLearning in a Multi-Resolution Hierarchy
    51. Bakshi, B. R., Stephanopoulos, G., Proc.International Joint Conference on Neural Networks, vol. II, pp. 140-145,Baltimore, MD, 1992
     
  51. Temporal Representation of Process Trendsfor Diagnosis and Control
    52. Bakshi, B. R., Stephanopoulos, G., Proceedingsof the IFAC Symposium on On-Line Fault Detection and Supervision in theChemical Process Industries, 69-74, Newark, DE, 1992
     
  52. Wave-Net:  A Multi-Resolution, HierarchicalNeural Network with Localized Learning
    53. Bakshi, B. R., and G. Stephanopoulos,International Symposium on New Trends in Neural Networks, University ofGhent, Belgium, 1992
     
  53. Generation/Validation of Models for theDesign of Process Controllers
    54. Stephanopoulos, G., J. Carrier and B.Bakshi, AIChE 1991 Annual Meeting, Los Angeles, CA
     
  54. Wave-Nets:  A Novel Method for Hierarchical,Multi-resolution, Localized Learning in Neural Networks
    55. Bakshi, B. R., and G. Stephanopoulos, poster at the AIChE 1991 Annual Meeting, Los Angeles, CA
     
  55. Multi-Scale Analysis of Process Trends
    56. Bakshi, B. R., J.T-Y. Cheung, and G. Stephanopoulos,Instrument Society of America Annual Conference, Anaheim, CA, 1991
     
  56. Analysis of Operating Trends and Its Impacton the Design of Neural Networks
    57. Stephanopoulos, G., B. Bakshi, and J.Cheung, AIChE 1990 Annual Meeting, Chicago

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