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Bhavik Bakshi

  • Professor, Chemical & Biomolecular Eng
  • 151 West Woodruff Avenue
    Columbus, OH 43210
  • 614-292-4904

Honors

  • 20121001

    Research Excellence in Sustainable Engineering.

  • 20100101

    Best paper award, first place with Shweta Singh.

  • 20100101

    Best poster award, first place with Shweta Singh.

  • 20090101

    Lumley Research Award.

  • 20080701

    Best Poster Award for the paper A Framework for Assessing the Biocomplexity of Material Use, with Dr. Jun-Ki Choi.

  • 20030101

    Lumley Research Award.

  • 19980101-20021201

    NSF CAREER Award.

  • 19990101

    Lumley Research Award.

  • 19980101

    Faculty Early Career Enhancement (CAREER) Award.

  • 19960101

    Ted Peterson Award.

  • 19910101

    Poster session award.

  • 19860101

    P.C. Ray Award.

  • 19820101

    National Merit Scholarship.

  • 19820101

    Bombay University scholarship.

Edited Books

2011

  • Bakshi, B. R., T. G. Gutowski, and D. P. Sekulic. 2011. "Thermodynamics and the Destruction of Resources." Cambridge University Press.

Chapters

2015

  • 2015. "Carbon and Nitrogen Footprints of Chemical and Manufacturing Industry Sectors." In Sustainability in the Analysis, Synthesis and Design of Chemical Engineering Processes, edited by G. R. Mercado and H. Cabezas,
  • 2015. "Comprehensive life cycle accounting in sustainable process design." In Sustainability of Products, Processes and Supply Chains: Theory and Applications, edited by Fengqi You,

2014

  • 2014. "Carbon and Nitrogen Footprints of Engineering Activities." In Assessing and Measuring Environmental Impacts in Engineering, edited by Jiri Klemes,

2012

  • 2012. "Accounting for Ecosystem Services in Life Cycle Assessment and Design." In Life Cycle Assessment: A Guide for Environmentally Sustainable Products, edited by Mary Ann Curran,

2011

  • 2011. "Thermodynamics Methods for Resource Accounting." In Thermodynamics and the Destruction of Resources, edited by B. R. Bakshi, T. G. Gutowski and D. P. Sekulic,
  • 2011. "Improving the Quality of Life Cycle Inventory Data by Reconciliation with the Laws of Thermodynamics." In Thermodynamics and the Destruction of Resources, edited by B. R. Bakshi, T. G. Gutowski and D. P. Sekulic,

2009

  • 2009. "Nonlinear Modeling: Linear Approaches for Nonlinear Modeling." In Comprehensive Chemometrics, edited by S. Brown, B.Walczak, and R. Tauler,
  • 2009. "Nonlinear Regression: Other Methods." In Comprehensive Chemometrics, edited by S. Brown, B.Walczak, and R. Tauler,
  • 2009. "Thermodynamic Input-Output Analysis of Economic and Ecological Systems." In Handbook of Input-Output Economics in Industrial Ecology, edited by S. Suh,

2008

  • 2008. "Life Cycle Assessment of Carbon Nanobres." In Nanoscience and Nanotechnology: Environmental and Health Impact, edited by V. H. Grassian,

2007

  • 2007. "Life Cycle Analysis." In Encyclopedia of Environment and Society, edited by P. Robbins,
  • 2007. "Energy." In Encyclopedia of Environment and Society, edited by P. Robbins,

2001

  • 2001. "International Comparisons of Environmental Hazards." In Global Environmental Risk, edited by Kasperson, J. X., Kasperson, R. E.,
  • 2001. "Multiscale Estimation of Linear Dynamic Systems with and without Accurate Models." In Wavelets in Signal and Image Analysis, edited by A. Petrosian and F. Meyer,

2000

  • 2000. "Multiscale Modeling and Model-Based Denoising." In Wavelets in Chemistry, edited by B. Walczak,
  • 2000. "Multiscale Methods for Denoising and Compression." In Wavelets in Chemistry, edited by B. Walczak,

1995

  • 1995. "Connections Between Articial Neural Networks and Multivariate Statistical Methods - An Overview." In Neural Networks in Bioprocessing and Chemical Engineering, edited by D. R. Baughman and Y. A. Liu,
  • 1995. "Non-Monotonic Reasoning: The Synthesis of Operating Procedures in Chemical Plants." In Paradigms of Intelligent Systems in Process Engineering, edited by G. Stephanopoulos and C. Han,

1994

  • 1994. "Learning at Multiple Resolutions: Wavelets as Basis Functions in Articial Neural Networks and Inductive Decision Trees." In Wavelet Applications in Chemical Engineering, edited by R. Motard and B. Joseph,

Unknown

  • ". “Carbon and Nitrogen Footprints of Engineering Activitiesâ€�." In Assessing and Measuring Environmental Impacts in Engineering, edited by Klemes, Jiri J.,
  • "Carbon and Nitrogen Footprints of Engineering Activities." In Assessing and Measuring Environmental Impacts in Engineering, edited by Jiri J. Klemes,

Journal Articles

2015

  • Singh,Shweta; Bakshi,Bhavik,R, 2015, "Footprints of carbon and nitrogen: Revisiting the paradigm and exploring their nexus for decision making." ECOLOGICAL INDICATORS 53, 49-60 - 49-60.
  • Winden,Matthew; Cruze,Nathan; Haab,Tim; Bakshi,Bhavik, 2015, "Monetized value of the environmental, health and resource externalities of soy biodiesel." ENERGY ECONOMICS 47, 18-24 - 18-24.
  • Matthew Winden, Nathan Cruze, Tim Haab, and Bhavik Bakshi, 2015, "“Monetized value of the environmental, health and resource externalities of soy biodieselâ€�." Energy Policy 47, 18-24 - 18-24.

2014

  • Cruze,Nathan,B; Goel,Prem,K; Bakshi,Bhavik,R, 2014, "Revisiting least squares techniques for the purposes of allocation in life cycle inventory." INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT 19, no. 10, 1733-1744 - 1733-1744.
  • Matthew Winden, Nathan Cruze, Tim Haab, and Bhavik Bakshi, 2014, ". “Integrating life-cycle assessment and choice analysis for alternative fuel valuationâ€�.." Ecological Economics 102, 83–93. - 83–93..
  • Singh,Shweta; Bakshi,Bhavik,R, 2014, "Accounting for Emissions and Sinks from the Biogeochemical Cycle of Carbon in the US Economic Input-Output Model." JOURNAL OF INDUSTRIAL ECOLOGY 18, no. 6, 818-828 - 818-828.
  • Bakshi,Bhavik,R, 2014, "Methods and tools for sustainable process design." CURRENT OPINION IN CHEMICAL ENGINEERING 6, 69-74 - 69-74.
  • Cruze,Nathan,B; Goel,Prem,K; Bakshi,Bhavik,R, 2014, "Allocation in life cycle inventory: partial set of solutions to an ill-posed problem." INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT 19, no. 11, 1854-1865 - 1854-1865.
  • Winden,Matthew; Cruze,Nathan; Haab,Tim; Bakshi,Bhavik, 2014, "Integrating life-cycle assessment and choice analysis for alternative fuel valuation." ECOLOGICAL ECONOMICS 102, 83-93 - 83-93.
  • L. Woods and B. R. Bakshi, 2014, "“Reusable vs. Disposable Cups Revisited: A life cycle comparison based on scenario, model, and parameter uncertaintiesâ€�." â€�. Int. J. Life Cycle Assessment 19.4, 931-940 - 931-940.

2011

  • Bakshi,Bhavik; Small,Mitchell,J, 2011, "Incorporating Ecosystem Services Into Life Cycle Assessment." JOURNAL OF INDUSTRIAL ECOLOGY 15, no. 4, 477-478 - 477-478.

2010

  • Choi,Jun-Ki; Bakshi,Bhavik,R; Haab,Timothy, 2010, "Effects of a carbon price in the US on economic sectors, resource use, and emissions: An input-output approach." ENERGY POLICY 38, no. 7, 3527-3536 - 3527-3536.
  • Khanna,Vikas; Bakshi,Bhavik,R, 2010, "Integrated Multiscale Modeling of Economic-Environmental Systems for Assessing Biocomplexity of Material Use." PROCEEDINGS OF THE 2010 IEEE INTERNATIONAL SYMPOSIUM ON SUSTAINABLE SYSTEMS AND TECHNOLOGY (ISSST)
  • Urban, R. A., A. Baral, G. F. Grubb, B. R. Bakshi, W. J. Mitsch, 2010, "Towards the sustainability of engineered processes: Designing self-reliant networks of technological-ecological systems." Computers and Chemical Engineering 34, no. 9, 1413-1420 - 1413-1420.
  • Choi, J.-K., B. R. Bakshi and T. Haab, 2010, "Analysis of the short term effect of carbon tax through input output analysis." Energy Policy 38, no. 7, 3527-3536 - 3527-3536.

2009

  • Khanna, V., and B. R. Bakshi, 2009, "Carbon Nanober Polymer Composites: Evaluation of Life Cycle Energy Use." Environmental Science and Technology 43, no. 6, 2078-2084 - 2078-2084.
  • Chen, H., B. R., Bakshi and P. K. Goel, 2009, "Estimation of Measurement Error Integrated with Empirical Process Modeling - A Bayesian Approach." AIChE Journal 55, no. 11, 2883-2895 - 2883-2895.

2008

  • Khanna,Vikas; Bakshi,Bhavik,R; Lee,L,James, 2008, "Carbon nanofiber production: Life cycle energy consumption and environmental impact." JOURNAL OF INDUSTRIAL ECOLOGY 12, no. 3, 394-410 - 394-410.
  • Khanna, V., B. R. Bakshi, and L. J. Lee, 2008, "Energy Consumption and Environmental Impact from the Life Cycle of Carbon Nanobers." Journal of Industrial Ecology 12, no. 3, 394-410 - 394-410.
  • Reis,Marco,S; Saraiva,Pedro,M; Bakshi,Bhavik,R, 2008, "Multiscale Statistical Process Control using Wavelet Packets." AIChE Journal 54, no. 9, 2366-2378 - 2366-2378.

2007

  • Ukidwe, N. U., and B. R. Bakshi, 2007, "Exergetic Input-Output Analysis of Industrial and Ecological Systems in the 1997 U.S. Economy." Energy 32, 1560-1592 - 1560-1592.
  • Yi, H.-S., and B. R. Bakshi, 2007, "Multiscale Rectication of Life Cycle Inventory Data." AIChE Journal 53, no. 4, 876-890 - 876-890.

2006

  • Rawlings,James,B; Bakshi,Bhavik,R, 2006, "Particle filtering and moving horizon estimation." COMPUTERS & CHEMICAL ENGINEERING 30, no. 10-12, 1529-1541 - 1529-1541.
  • Zhang,Y,I; Bakshi,Bhavik; Sahle-Demessie,Endalkachew, 2006, "Evaluating the greenness of ionic liquids via life cycle assessment." ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 231,
  • Rawlings, J. B., and B. R. Bakshi, 2006, "Particle Filtering and Moving Horizon Estimation." Computers and Chemical Engineering 30, no. 10-12, 1529-1541 - 1529-1541.

2004

  • Chen, W.-S., B. R. Bakshi, P. K. Goel, and S. Ungarala, 2004, "Bayesian Rectication by Sequential Monte Carlo Sampling - Unconstrained Nonlinear Dynamic Systems." Industrial and Engineering Chemistry Research 43, no. 14, 4012-4025 - 4012-4025.

2003

  • Aradhye,H,B; Bakshi,B,R; Strauss,R,A; Davis,J,F, 2003, "Multiscale Statistical Process Control Using Wavelets - Theoretical Analysis and Properties." AIChE Journal 49, no. 4, 939-958 - 939-958.

2002

  • Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, 2002, "Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem." Computers and Chemical Engineering 26, no. 2, Unspecified - Unspecified.
  • Aradhye, H. B., J. F. Davis, B. R. Bakshi, 2002, "ART-2 and Multiscale ART-2 for On-Line Process Fault Detection - Validation via Industrial Case Studies and Monte Carlo Simulation." Annual Reviews in Control 26, no. 1, 113-127 - 113-127.
  • Yang,C,H; Bakshi,B,R; Rathman,J,F; Blower,P,E, 2002, "Multiscale and Bayesian approaches to data analysis in genomics high-throughput screening." CURRENT OPINION IN DRUG DISCOVERY & DEVELOPMENT 5, no. 3, 428-438 - 428-438.

2001

  • Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y. H. Pao, B. Igelnik, M. Oxley, B. Bakshi, and P. Chen, 2001, "Binary, Ternary and Quaternary Compound Former/Nonformer Prediction via Mendeleev Number." Journal of Alloys and Compounds 317-318, 26-38 - 26-38.
  • Bakshi, B. R., M. N. Nounou, P. K. Goel, and X. Shen, 2001, "Multiscale Bayesian Data Recti- cation of Linear Steady-State and Dynamic Processes without Accurate Models." Industrial and Engineering Chemistry Research 40, no. 1, 261-274 - 261-274.
  • Norberg-Bohm, V., W. C. Clark, B. Bakshi, A. Berkenkamp, S. A. Bishko, M. D. Koehler, J. A. Marrs, C. P. Nielsen, A. Sagar, 2001, "International comparisons of environmental hazards." Global Environmental Risk Unspecified, 55-147 - 55-147.

2000

  • Bakshi, B. R., 2000, "A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering." Computers and Chemical Engineering, 24, no. 2-7, 1767-1773 - 1767-1773.
  • Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, 2000, "Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem." Computers and Chemical Engineering 24, no. 2-7, 175-181 - 175-181.

1999

  • Bakshi, B. R., 1999, "Multiscale Analysis and Modeling Using Wavelets." J. Chemometrics 13, no. 3-4, 415-434 - 415-434.
  • Nounou,M,N; Bakshi,B,R, 1999, "On-line multiscale filtering of random and gross errors without process models." AIChE Journal 45, no. 5, 1041-1058 - 1041-1058.

1998

  • Bakshi, B. R., and U. Utojo, 1998, "Unication of Neural and Statistical Modeling Methods that Combine Inputs by Linear Projection." Computers and Chemical Engineering 22, no. 12, 1859-1878 - 1859-1878.
  • Bakshi, B. R. and R. Chatterjee, 1998, "Unication of Neural and Statistical Methods as Applied to Materials Structure-Property Mapping." J. Alloys and Compounds 279, no. 1, 39-46 - 39-46.

1997

  • Bakshi, B. R., P. Bansal, and M. Nounou, 1997, "Multiscale Rectication of Random Errors without Process Models." Comp. Chem. Eng. 21, S1167-S1172 - S1167-S1172.

1996

  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schugerl, 1996, "A Method for an Automated Rule Extraction From Raw Process Data Part 2: A Case Study." Automatisierungstechnik 44, no. 3, 138-145 - 138-145.
  • Zhong,H; Bakshi,B,R; Jiang,P,J; Fan,L,S, 1996, "Multifractal Characterization of Flow in Circulating Fluidized Beds." The Chemical engineering journal and the biochemical engineer- ing journal 64, no. 1, 107-115 - 107-115.
  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos, and K. Schugerl, 1996, "A Method for an Automated Rule Extraction From Raw Process Data Part 1: Process Trends, Wavelet Transformation and Decision Trees." Automatisierungstechnik 44, no. 2, 61-70 - 61-70.

1994

  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos, and K. Schugerl, 1994, "Database mining" mit Hilfe von Trends, Wavelettransformation und Klassizierungsbumen." Chemie Ingenieur Technik 66, no. 3, 541 - 541.

1993

  • Bakshi,B,R; Stephanopoulos,G, 1993, "WAVE-NET - A MULTIRESOLUTION, HIERARCHICAL NEURAL NETWORK WITH LOCALIZED LEARNING." AICHE JOURNAL 39, no. 1, 57-81 - 57-81.
  • Bakshi, B. R., and G. Stephanopoulos, 1993, "Wavelet Networks for Localized Learning in a Multi- Resolution Hierarchy." Communication and Cognition-Articial Intelligence 10, no. 1-2, 23-37 - 23-37.

Presentations

  • "Towards Integrated Operation of Chemical Processes." 1994, Presented at Unspecified,
  • "A Unied View of Articial Neural Networks and Multivariate Statistical Methods for Empirical Modeling." 1995, Presented at Statistics Colloquium,
  • "Multiscale Analysis and Modeling." 2001, Presented at Unspecified,
  • "Sustainability Science and Engineering - Challenges for Chemometrics." 2010, Presented at Chemometrics and Analytical Chemistry conference,
  • "Sustainability Science and Engineering." 2010, Presented at Indo-US 12on Energy and Environmental Security,
  • "Sustainability Science and Engineering." 2010, Presented at Gujarat Chemicals Association, Global Summit,
  • "Sustainability Science and Engineering." 2011, Presented at INSPIRE Leadership Program,
  • "Accounting for Ecosystem Services in Business Decision Making." 2011, Presented at Sustainable Engineering Forum Webinar,
  • "Wavelets." 1997, Presented at Gordon Research Conference on Statistics in Chemistry and Chem- ical Engineering,
  • "Making the Most of Process Information - A Multiscale and Bayesian Approach." 2001, Presented at Unspecified,
  • "Ecologically-Based Life Cycle Assessment for Environmentally Conscious Decisions." 2007, Presented at Center for Urban and Regional Analysis 2007 Interdisciplinary Roundtable Discussions,
  • "Thermodynamic Methods for Sustainable Engineering." 2005, Presented at International Sym- posium on Energy Analysis and Systematic Methods for Sustainable Development,
  • "Toward Sustainability via Design of Integrated Industrial-Ecological Systems." 2009, Presented at Foundations of Computer Aided Process Design,
  • "Sustainable Energy - Which Way to the Promised Land?." 2011, Presented at Energy Options for India,
  • "Ecologically-Based Life Cycle Assessment and Design." 2009, Presented at U.S. Business Council for Sustainable Development Spring Meeting,
  • "WBCSD Ecosystem Valuation Initiative - Analytic Model." 2010, Presented at U.S. Business Council for Sustainable Development Spring Meeting,
  • "Ecosystem Services and Business Decision Making." 2010, Presented at Business Sustainability Roundtable Ecosystem Services Working Group Webinar,
  • "Solar, Nuclear, Nano, Bio, Carbon Trading, or Something Else? Which Way to the Era of Sustainability?." 2010, Presented at UDCT Alumni Association,
  • "Wavelet Applications for Process Operation." 1995, Presented at McMaster Advanced Control Consortium,
  • "Empirical Modeling by the Unication of Neural, Statistical, and Chemometric Methods." 1996, Presented at Wright-Patterson Airforce Base, Materials Directorate,
  • "A Thermodynamic Framework for Environmental Life Cycle Management." 2000, Presented at Unspecified,
  • "Multiscale and Bayesian Methods for Ecient Process Operation." 2000, Presented at PSE Asia 2000,
  • "Multiscale Statistical Process Control Using Libraries of Basis Functions." 2003, Presented at American Statistical Association Quality & Productivity Research Conference,
  • "Thermodynamics and Industrial Ecology." 2006, Presented at Gordon Research Conference on Industrial Ecology,
  • "Accounting for the Role of Ecosystem Services in Life Cycle Assessment and Design." 2009, Presented at World Resources Institute Business and Ecosystem Services Group,
  • "Ecosystem Services and Sustainable Engineering." 2009, Presented at Ecosystem Services Seminar Series,
  • "Accounting for Ecosystem Services in LCA." 2009, Presented at Life Cycle Aspects of Nanoproducts, Nanostructured Materials, and Nanomanufacturing: Problem Definitions, Data Gaps, and Research Needs,
  • "The Integration of Computer Science Techniques for Solving Process Engineering Problems." 1993, Presented at Departmental seminar,
  • "The Impact of Computer Science Techniques on Process Systems Engineering." 1993, Presented at Departmental seminar,
  • "Wavelets and Multivariate Analysis." 1999, Presented at Gordon Research Conference on Statis- tics in Chemistry and Chemical Engineering,
  • "Making the Most of Process Information - A Multiscale and Bayesian Approach." 2002, Presented at Center for Process Analytics and Control Technology (CPACT) conference,
  • "Engineering Chemical Processes for Sustainability - A Thermodynamic Approach." 2002, Presented at Unspecified,
  • "Technology and Sustainable Development - Implications for Developing Countries." 2005, Presented at International Symposium on Energy Analysis and Systematic Methods for Sustainable Development,
  • "The Role of Natural Capital in Sustaining a Biofuels Infrastructure." 2007, Presented at Symposium on Energy Systems Modeling,
  • "Assessing the Greenness of Green Chemistry." 2009, Presented at Symposium on Sustainable Chemistry for Societal Benefit,
  • "Greening the Integrated Decision-Making Hierarchy - Challenges Opportunities." 2010, Presented at McMaster Advanced Control Consortium (MACC) Meeting & Workshop,
  • "Ecosystem Services and the Sustainability of the Chemical Industry." 2010, Presented at Second International Symposium on Sustainable Chemical Product and Process 05,
  • "Systems Analysis and Modeling for Cleaner Technologies." 2011, Presented at Training Program on Cleaner Technologies,
  • "Multiscale Analysis and Modeling of Process Operations." 1998, Presented at Unspecified,
  • "Multiscale Analysis and Modeling Using Wavelets." 1998, Presented at International Chemomet- rics Research Meeting,
  • "Multiscale Analysis and Modeling for Ecient Process Operation." 1998, Presented at Unspecified,
  • "Advanced Techniques for Data Analysis and Empirical Modeling." 1998, Presented at Unspecified,
  • "Thermodynamic Methods for Sustainability." 2004, Presented at NSF/EPA grantees meeting,
  • "Maximum Likelihood PCA." 2003, Presented at Gordon Conference on Statistics in Chemistry and Chemical Engineering,,
  • "Introduction to Emergy and System Models." 2008, Presented at Symposium on Sustaining the Flow of Wealth in Northeast Minnesota,
  • "Knowledge Institutions: Bringing about a Paradigm Shift." 2011, Presented at Delhi Sustainable Development Summit,
  • "Unication of Neural and Statistical Modeling Methods by Nonlinear Continuum Regression with Application to Materials Processing." 1997, Presented at Australasia-Pacic Forum on Intelligent Processes for Manufacturing of Materials, IPMM'97,
  • "Process Monitoring, Data Analysis and Data Interpretation." 1996, Presented at International Conference on Intelligent Systems in Process Engineering,,
  • "Systems Thinking for Sustainability." 2011, Presented at YUVA meet,
  • "Multi-Resolution Representation and Trend Analysis." 1993, Presented at Workshop on Wavelets in Chemical Engineering,
  • "Application of Statistics to Multiscale Systems." 2005, Presented at Gordon Research Conference on Statistics in Chemistry and Chemical Engineering,
  • "Pattern-Induced Control." 1991, Presented at Fifth Annual Symposium, LISPE-Industry Con- sortium,
  • "Incorporating Ecological Considerations in Process Systems Engineering." 1999, Presented at NSF Workshop on Hybrid Technologies for Waste Minimization,
  • "Bayesian Chemometrics - Promises and Challenges." 2004, Presented at Conference on Chemo- metrics and Analytical Chemistry,
  • "Eco-LCA Accounting for the Role of Ecosystem Services in Life Cycle Assessment." 2010, Presented at Unspecified,
  • "Boom or Bust - Will Nanotechnology Live Up to Its Hype?." 2010, Presented at Sci-Tech Seminars,

Papers in Proceedings

2015

  • Williams, T.; Al-Mejlad, F.; Al-Naimi, F.; Freens, P. et al. "Life cycle assessment of LNG." (1 2015).

2011

  • Urban,Robert,A; Bakshi,Bhavik,R "Emergy analysis of ethanol production from low-input, high-diversity (LIHD) grasslands on degraded farmland." in IEEE International Symposium on Sustainable Systems and Technology (ISSST). (1 2011).

2010

  • Merugula, L. A., V. Khanna, and B. R. Bakshi "Comparative Life Cycle Assessment: Reinforcing Wind Turbine Blades with Carbon Nanobers." (5 2010).
  • Khanna,Vikas; Bakshi,Bhavik,R "Integrated Multiscale Modeling of Economic-Environmental Systems for Assessing Biocomplexity of Material Use." in 2010 IEEE International Symposium on Sustainable Systems and Technology. (1 2010).
  • Singh,Shweta; Bakshi,Bhavik,R "Enhancing the reliability of C and N accounting in economic activities: Integration of bio-geochemical cycle with Eco-LCA." in 2010 IEEE International Symposium on Sustainable Systems and Technology. (1 2010).

2009

  • Urban,Robert,A; Bakshi,Bhavik,R "Technological-ecological networks for sustainable process design." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Khanna,Vikas; Bakshi,Bhavik,R "Modeling the Risks to Complex Industrial Networks Due to Loss of Natural Capital." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Gutowski,Timothy,G; Sekulic,Dusan,P; Bakshi,Bhavik,R "Preliminary Thoughts on the Application of Thermodynamics to the Development of Sustainability Criteria." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Singh,Shweta; Bakshi,Bhavik,R "Eco-LCA : A tool for quantifying the role of ecological resources in LCA." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).

2008

  • Khanna,Vikas; Bakshi,Bhavik,R; Lee,L,James "Assessing life cycle environmental implications of polymer nanocomposites." in 16th IEEE International Symposium on Electronics and the Environment. (1 2008).
  • Zhang, Y., A. Baral, and B. R. Bakshi "Eco-LCA: An Emergy Inspired Approach and Software to Account for the Contribution of Natural Capital to Economic Activity." (2 2008).
  • Choi, J.K.; Bakshi, B.R.; Haab, T.C.; Goel, P.K. "A framework for assessing the biocomplexity of sustainable material use." (12 2008).
  • Baral, A., and B. R. Bakshi "A Comprehensive Life Cycle Energy, Exergy and Emergy Analysis of Transportation Fuels from Biomass." (2 2008).
  • Grubb,Geoffrey,F; Bakshi,Bhavik,R "Energetic and Environmental Evaluation of Titanium Dioxide Nanoparticles." in 16th IEEE International Symposium on Electronics and the Environment. (1 2008).

2007

  • Khanna, V., B. R. Bakshi and L. J. Lee "Life Cycle Energy Analysis and Environmental Life Cycle Assessment of Carbon Nanobers Production." (5 2007).
  • Zhang, Y. and B. R. Bakshi "Statistical Evaluation of Input-Side Metricsfor Life Cycle Impact Assessment of Emerging Technologies." (5 2007).
  • Choi, J.K.; Bakshi, B.R.; Haab, T.; Goel, P. "Toward design for biocomplexity by integrated modeling of industrial and economic systems." (12 2007).

2006

  • Rawlings,James,B; Bakshi,Bhavik,R "Particle Filtering and Moving Horizon Estimation." (9 2006).
  • Yi, H.-S. and B. R. Bakshi "Toward Integrated Assessment of Technology and Policy Alternatives for Materials Use." (9 2006).
  • Bakshi,Bhavik,R; Ukidwe,Nandan,U "The role of thermodynamics in Life Cycle Assessment of existing and emerging technologies." in 14th IEEE International Symposium on Electronics and the Environment (ISEE)/7th Electronics Recycling Summit. (1 2006).
  • Ukidwe, N. U., and B. R. Bakshi "Emergy to Money Ratios for 488 Sectors of the U.S. Economy and their Use for Life Cycle Assessment." (1 2006).
  • Lang. L., B. R. Bakshi, P. K. Goel "A Smoothing Based Method to Improve Performance of Particle Filtering." (1 2006).
  • Bakshi, B. R., V. Khanna, and Y. Zhang "Evaluating the Life Cycle Aspects of Emerging Technologies - How Can Emergy Analysis Help?." (1 2006).
  • Chen, H., B. R. Bakshi, P. K. Goel "Sampling-based Bayesian Latent Variable Regression." (1 2006).

2005

  • Goel, P. K., L. Lang, B. R. Bakshi "Sequential Monte Carlo in Bayesian Inference for Dynamic Models: An Overview." (1 2005).

2004

  • Hau, J. L., B. R. Bakshi "Making Emergy Analysis More Popular for Environmentally Conscious Design and Manufacturing - Challenges and Opportunities." (1 2004).
  • W. -S. Chen, B. R. Bakshi, P. K. Goel, S. Ungarala "Bayesian Estimation of High Dimensional Nonlinear Dynamic Systems." (7 2004).
  • N. U. Ukidwe, B. R. Bakshi "Thermodynamic Input-Output Analysis of Economic and Ecological Systems with Application to the U.S. Economy." (1 2004).
  • W. -S. Chen, B. R. Bakshi, P. K. Goel, S. Ungarala "Bayesian Estimation of Unconstrained Nonlinear Dynamic Systems." (1 2004).
  • N. U. Ukidwe, B. R. Bakshi "A Multiscale Bayesian Framework for Environmentally Conscious Process Design." (7 2004).

2002

  • Bakshi,B,R "A thermodynamic framework for ecologically conscious process systems engineering." in 7th International Symposium on Process Systems Engineering. (2 2002).

2001

  • Ungarala, S., B. R. Bakshi "Bayesian Inference with Constraints - A Unied Approach for Data Rectication of Linear Dynamic Systems." (6 2001).
  • Nounou, M. N., B. R. Bakshi, X. Shen, P. K. Goel "Bayesian Linear Regression." (1 2001).
  • Aradhye, H. B., Davis, J. F., Bakshi, B. R., Ahalt, S. C. "ART-2 and Multiscale ART-2 for On-Line Process Fault Diagnosis - Validation via Industrial Case Studies and Monte Carlo Simulation." (6 2001).

2000

  • Ungarala, S., B. R. Bakshi "A Multiscale, Bayesian and Error-in-Variables Approach for Linear Dynamic Data Rectication." (7 2000).
  • Bakshi,B,R "A thermodynamic framework for ecologically conscious process systems engineering." in 7th International Symposium on Process Systems Engineering. (7 2000).
  • Bakshi, B. R. "Multiscale and Bayesian Methods for Ecient Process Operation." (12 2000).

1997

  • Bakshi, B. R. "Improved Empirical Modeling by Nonlinear Continuum Regression, and its Application to Materials Processing Problems." (7 1997).

1996

  • Utojo, U., and B. R. Bakshi "A Unied View of Articial Neural Networks and Multivariate Statistical Methods." in International Conference on Intelligent Systems in Process Engineering. (1 1996).
  • Utojo, U., and B. R. Bakshi "Unication of Neural and Statistical Methods for Empirical Modeling." (8 1996).
  • Davis, J. F., B. R. Bakshi, K. A. Kosanovich, and M. J. Piovoso "Process Monitoring, Data Analysis and Data Interpretation." in International Conference on Intelligent Systems in Process Engineering,. (1 1996).

1995

  • Bakshi, B. R. "Towards Integration of Measured Data-Dependent Process Operation Tasks Using a Time-Frequency Framework." (6 1995).
  • Bakshi,B,R; Zhong,H; Jiang,P; Fan,L,S "ANALYSIS OF FLOW IN GAS-LIQUID BUBBLE-COLUMNS USING MULTIRESOLUTION METHODS." in 2nd International Conference on Gas-Liquid-Solid Reactor Engineering. (8 1995).

1994

  • Bakshi, B. R., A. Koulouris, and G. Stephanopoulos "Wave-Nets: Induction of Physically Interpretable Models and Some Novel Learning Techniques." (1 1994).

1993

  • Bakshi,B,R; Stephanopoulos,G "Temporal Representation of Process Trends for Diagnosis and Control." in SYMP ON ON-LINE FAULT DETECTION AND SUPERVISION IN THE CHEMICAL PROCESS INDUSTRIES. (1 1993).

1992

  • Bakshi, B. R., and G. Stephanopoulos "Wavelets as Basis Functions for Localized Learning in a Multi-Resolution Hierarchy." (1 1992).

Unknown

  • "A Framework for Assessing the Biocomplexity of Sustainable Material Use." in AIChE 2008 Annual Meeting.
  • "Toward Design for Biocomplexity by Integrated Modeling of Industrial and Economic Systems." in AIChE 2007 Annual Meeting.