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Journal Articles

  1. X. Liu, G. Ziv, B. R. Bakshi, Ecosystem Services in Life Cycle Assessment, Part 1: A computational framework, J. Cleaner Production, accepted, 2018

  2. R. J. Hanes, V. Gopalakrishnan, B. R. Bakshi, Including nature in the food-energy-water nexus can improve sustainability across multiple ecosystem services, Resources, Conservation and Recycling, 137, 214-228, 2018

  3. V. Gopalakrishnan, S. Hirabayashi, G. Ziv, and B. R. Bakshi, Air Quality and Human Health Impacts of Grasslands and Shrublands in the United States, Atmospheric Environment, accepted, 2018

  4. B. R. Bakshi, T. G. Gutowski, D. P. Sekulic, Claiming Sustainability: Requirements and Challenges, ACS Sustainable Chemistry and Engineering, 6, 3, 3632–3639, 2018

  5. F. Saladini, V. Gopalakrishnan, S. Bastianoni, B. R. Bakshi, Synergies Between Industry and Nature – An Emergy Evaluation of a Biodiesel Production System Integrated with Ecological Systems, Ecosystem Services, 30B, 257-266, 2018

  6. X.Liu, S. Singh, E. L. Gibbemeyer, B. E. Tam, R. A. Urban, B. R. Bakshi, The Carbon-Nitrogen Nexus of Transportation Fuels, Journal of Cleaner Production, 180, 790-803, 2018

  7. V. Gopalakrishnan, and B. R. Bakshi, Ecosystems as Unit Operations for Local Techno-Ecological Synergy: Integrated Process Design with Treatment Wetlands, AIChE Journal, accepted, 2018

  8. T. Ghosh and B. R. Bakshi, Process to Planet approach to Sustainable Process Design: Multiple Objectives and Byproducts, Theoretical Foundations of Chemical Engineering, 51, 6, 936-948, 2017

  9. X. Liu and B. R. Bakshi, Ecosystem Services in Life Cycle Assessment while Encouraging Techno-Ecological Synergies, Journal of Industrial Ecology, accepted, 2017

  10. S. B. Jadhao, A. B. Pandit, B. R. Bakshi, The Evolving Metabolism of a Developing Economy: India's Exergy Flows over Four Decades, Applied Energy, 206, 851-857, 2017

  11. V. Gopalakrishnan, and B. R. Bakshi, Biosolids Management with Net-Zero CO2 Emissions: A Techno-Ecological Synergy Design, Clean Technologies and Environmental Policy, 19, 8, 2099–2111, 2017

  12. R. J. Hanes, V. Gopalakrishnan, and B. R. Bakshi. Synergies and trade-offs in renewable energy landscapes: Balancing energy production with economics and ecosystem services. Applied Energy, 199, 25-44, 2017

  13. S. B Jadhao, S. G. Shingade, A. B. Pandit, B. R. Bakshi, Bury, Burn or Gasify: Assessing Municipal Solid Waste Management Options in Indian Megacities by Exergy Analysis, Clean Technologies and Environmental Policy, accepted, 2017

  14. A. Ramaswami, D. Boyer, A. Nagpure, A. Fang, S. Bogra, B. Bakshi, E. Cohen. and A. Rao-Ghorpade, An urban systems framework to assess the trans-boundary food-energy-water nexus: implementation in Delhi, India, Environmental Research Letters, 12, 025008, 2017

  15. J.-K. Choi, B. R. Bakshi, K. Hubacek, and J. Nader, A Sequential Input-Output Framework to Analyze the Economic and Environmental Implications of Energy Policies: Gas Taxes and Fuel SubsidiesApplied Energy, 184, 15, 830–839, 2016

  16. Mandade, P., B. R. Bakshi, G. D. Yadav, Ethanol from Indian Agro-Industrial Lignocellulosic Biomass - An Emergy EvaluationClean Technol. Env. Policy, 18, 2625–2634, 2016

  17. V. Gopalakrishnan, B. R. Bakshi, and G. Ziv. “Assessing the Capacity of Local Ecosystems to Meet Industrial Demand for Ecosystem Services.” AIChE Journal, 62, 9, 3319-3333 (2016).

  18. Bogra, S., B. R. Bakshi, R. Mathur, A Water Withdrawal Input-Output Model of the Indian Economy, Environmental Science and Technology, 50, 3, 1313–1321, 2016

  19. Chopra, S., B. R. Bakshi, V. Khanna, Economic Dependence of U.S. Industrial Sectors on Animal-mediated Pollination ServiceEnvironmental Science and Technology, 49, 24, 14441–14451, 2015

  20. Mandade, P., B. R. Bakshi, G. D. Yadav, Ethanol from Indian Agro-Industrial Lignocellulosic Biomass - A Life Cycle Evaluation of Energy, Greenhouse Gases, Land and WaterInt. J. LCA, 20, 12, 1649-1658, 2015

  21. Hanes, R. J., B. R. Bakshi, Process to Planet: A Multiscale Modeling Framework Toward Sustainable EngineeringAIChE Journal, accepted, 2015

  22. Hanes, R. J., B. R. Bakshi, Sustainable Process Design Using the Process to Planet FrameworkAIChE Journal, accepted, 2015

  23. Hanes, R., N. B. Cruze, P. K. Goel, B. R. Bakshi, Allocation Games: Addressing the ill-posed nature of allocation in life cycle inventoriesEnvironmental Science and Technology, 49, 13, 7996–8003, 2015

  24. Kursun, B., B. R. Bakshi, M. Mahata, and J. F. Martin. Life Cycle and Emergy Based Design of Energy Systems in Developing Countries: Centralized and Localized Options, Ecological Modelling, accepted, 2015

  25. Bakshi, B. R., G. Ziv, M. D. Lepech, Techno-Ecological Synergy: A Framework for Sustainable EngineeringEnvironmental Science and Technology, 49, 3, 1752-1760, 2015

  26. Singh, S., B. R. Bakshi, Footprints of Carbon and Nitrogen: Revisiting the Paradigm and Exploring their Nexus for Decision Making, Ecological Indicators, accepted, 2015

  27. Winden, M., N. Cruze, T. Haab, B. Bakshi, Monetized value of the environmental, health and resource externalities of soy biodiesel, Energy Economics, 2014, accepted

  28. Bakshi, B. R., Methods and Tools for Sustainable Process DesignCurrent Opinion in Chemical Engineering, 6, 69-74, 2014

  29. Cruze, N. B., P. K. Goel, B. R. Bakshi, Allocation in life cycle inventory: partial set of solutions to an ill-posed problemInt. J. Life Cycle Assessment, 19, 11, 1854-1865, 2014

  30. Cruze, N. B., P. K. Goel, B. R. Bakshi, Revisiting Least Squares Techniques for the Purposes of Allocation in Life Cycle InventoryInt. J. Life Cycle Assessment, 19, 10, 1733-1744, 2014

  31. Winden, M., N. Cruze, T. Haab, B. Bakshi, Integrating Life Cycle Assessment and Choice Analysis for Alternative Fuel Valuation, Ecological Economics, accepted

  32. Kursun, B., S. Ramkumar, B. R. Bakshi, L.-S. Fan, A Life Cycle Comparison of Coal Gasification by Conventional versus Calcium Looping ProcessInd. Eng. Chem. Res., accepted

  33. Woods, L., B. R. Bakshi, Reusable vs. Disposable Cups Revisited: Guidance in life cycle comparisons addressing scenario, model, and parameter uncertainties for the U.S. consumerInt. J. Life Cycle Assessment, 19, 4, 931-940, 2014

  34. Singh, S., B. R. Bakshi, Accounting for Emissions and Sinks from the Biogeochemical Cycle of Carbon in the U.S. Economic Input-Output Model, J. Industrial Ecology, accepted

  35. Zhang, Y., E. Gibbemeyer, B. R. Bakshi, Empirical Comparion of Input-Output Methods for Life Cycle AssessmentJ. Industrial Ecology, 18, 5, 734-746, 2014

  36. Singh, S., B. R. Bakshi, Accounting for the Biogeochemical Cycle of Nitrogen in Input-Output Life Cycle AssessmentEnv. Sc. Technol., 47, 16, 9388-9396, 2013

  37. Zhuang, K., B. R. Bakshi, M. J. Herrgard, Multi-scale modeling for sustainable chemical productionBiotechnology Journal, 8, 9, 973–984, 2013

  38. Urban, R. A., B. R. Bakshi, Techno-Ecological Synergy as a Path Toward Sustainability of a North American Residential SystemEnv. Sc. Technol.,47 4, 1985–1993, 2013

  39. Cruze, N. B., P. K. Goel, B. R. Bakshi, On the "Rigorous proof of fuzzy error propagation with matrix-based LCI"Int. J. LCA, 18, 2, 516-519, 2013

  40. Reinforced Wind Turbine Blades - An Environmental Life Cycle Evaluation
    Merugula, L., V. Khanna, B. R. Bakshi, Env. Sc. Technol., 46, 17, 9785–9792, 2012

  41. Assessing Resource Intensity and Renewability of Cellulosic Ethanol Technologies using Eco-LCA
    Baral, A., B. R. Bakshi, R. Smith, Environmental Science and Technology, 46, 4, 2436–2444, 2012

  42. Incorporating Ecosystem Services into Life Cycle Assessment
    Bakshi, B. R., M. J. Small, J. Industrial Ecology, 15, 4, 477-478, 2011

  43. A life cycle framework for the investigation of environmentally benign nanoparticles and products,
    Theis, T. L., B. R. Bakshi, R. Clift, D. Durham, V. M. Fthenakis, T. G. Gutowski, J. A. Isaacs, T. Seager, M. R. Wiesner, Physica Status Solidi, 5, 9, 312-317, 2011

  44. Appreciating the Role of Thermodynamics in LCA Improvement Analysis via an Application to Titanium Dioxide Nanoparticles
    Grubb, G. F., B. R. Bakshi, Environmental Science and Technology, 45, 7, 3054–3061, 2011

  45. Comparative Life Cycle Assessment of Beneficial Applications for Scrap Tires
    Fiksel, J., B. R. Bakshi, A. Baral, R. Rajagopalan, Clean Technologies and Environmental Policy, 13, 19-35, 2011

  46. Emergy Analysis using US Economic Input-Output Models with Applications to Life Cycles of Gasoline and Corn Ethanol
    Baral, A., B. R. Bakshi, Ecological Modelling, 221, 15, 1807-1818, 2010

  47. Towards sustainability of engineered processes: Designing self-reliant networks of technological-ecological systems
    Urban, R. A., Bakshi, B. R., Grubb, G. F., Baral, A., Mitsch, W. J., Computers and Chemical Engineering, accepted 2010

  48. Effects of a carbon price in the U.S. on economic sectors, resource use, and emissions: An input-output approach
    Choi, J.-K., Bakshi, B. R., Haab, T., Energy Policy, 38, 7, 3527-3536, 2010

  49. Prior Checking and Moving Horizon Smoothing for Improved Particle Filtering
    Lang, L., Goel, P. K., Bakshi, B. R., Industrial and Engineering Chemistry Research, 49, 9, 4197–4209, 2010

  50. Accounting for Ecosystem Services in Life Cycle Assessment, Part I: A Critical Review
    Zhang, Y., Singh, S., Bakshi, B. R., Environmental Science and Technology, 44, 7, 2232-2242, 2010

  51. Accounting for Ecosystem Services in Life Cycle Assessment, Part II: Toward an Ecologically-Based LCA
    Zhang, Y., Baral, A., Bakshi, B. R., Environmental Science and Technology, 44, 7, 2624-2631, 2010

  52. Life Cycle of Titanium Dioxide Nanoparticle Production - Impact of Emissions and Thermodynamic Analysis of Resource Use
    Grubb, G. F., Bakshi, B. R., J. Industrial Ecology, accepted, 2010

  53. Thermodynamic Metrics for Aggregation of Natural Resources in Life Cycle Analysis: Insight via Application to Some Transportation Fuels,
    Baral, A., Bakshi, B. R., Environmental Science and Technology, 44, 2, 800-807, 2010

  54. Integrated Estimation of Measurement Error With Empirical Process Modeling - A Hierarchical Bayes Approach
    Chen, H., Bakshi, B. R., Goel, P. K., AIChE Journal, 55, 11, 2883-2895, 2009

  55. 1,3-Propanediol from Fossils versus Biomass: A Life Cycle Evaluation of Emissions and Ecological Resources
    Urban, R. A., Bakshi, B. R., Industrial and Engineering Chemistry Research, 48, 17, 8068-8082, 2009

  56. Carbon Nanofiber Polymer Composites: Evaluation of Life Cycle Energy Use,
    Khanna, V., Bakshi, B. R., Environmental Science and Technology, 43, 6, 2078-2084, 2009

  57. Carbon Nanofiber Production : Life Cycle Energy Consumption and Environmental Impact
    Khanna, V., Bakshi, B. R., Lee, L. J., Journal of Industrial Ecology, 12, 3, 394-410, 2008

  58. Multiscale Statistical Process Control Using Wavelet Packets
    Reis, M. S., Bakshi, B. R., Saraiva, P. M., AIChE Journal, 54, 9, 2366-2378, 2008

  59. Resource Intensities of Chemical Industry Sectors in the United States via Input-Output Network Models,
    Ukidwe, N. U., Bakshi, B. R., Comp. Chem. Eng., 32, 9, 2050-2064, 2008

  60. Exergy: its potential and limitations in environmental science and technology,
    Dewulf, J., Langenhove, H., Muys, B., Bruers, S., Bakshi, B. R., Grubb, G., Paulus, D., Sciubba, E., Environmental Science and Technology, 42, 7, 2221-2232, 2008

  61. Life Cycle Assessment of an Ionic Liquid versus Molecular Solvents and Their Applications,
    Zhang, Y., Bakshi, B. R., and Sahle-Demessie, E., Environmental Science and Technology, 42, 5, 1724–1730, 2008

  62. Toward Bayesian Chemometrics - A Tutorial on Some Recent Advances
    Chen, H., Bakshi, B. R., and Goel, P. K., Analytica Chimica Acta, 602, 1-16, 2007

  63. Bayesian Latent Variable Regression via Gibbs Sampling: Methodology and Practical Aspects,
    Chen, H., Bakshi, B. R., and Goel, P. K., J. Chemometrics, 21, 12, 578-591, 2007

  64. Enhancing Life Cycle Inventories via Reconciliation with the Laws of Thermodynamics,
    Hau, J. L., Yi, H.-S., and Bakshi, B. R., J. Industrial Ecology, 11, 4, 5-25, 2007

  65. Bayesian Estimation via Sequential Monte Carlo Sampling - Constrained Dynamic Systems
    Chen, W.-S.,  Lang, L., Bakshi, B. R., Goel, P. K., and Ungarala, S., Automatica, 43, 1615-1622, 2007

  66. Rectification of Multiscale Data with Application to Life Cycle Inventories
    Yi, H.-S., and Bakshi, B. R., AIChE Journal, 53, 4, 876-890, 2007

  67. Industrial and Ecological Cumulative Exergy Consumption of the United States via the 1997 Input-Output Benchmark Model
    Ukidwe, N. U., and Bakshi, B. R., Energy, 32, 1560-1592, 2007

  68. Particle Filtering and Moving Horizon Estimation
    Rawlings, J. B., and B R. Bakshi, Computers and Chemical Engineering, 30, 10-12, 1529-1541, 2006

  69. Flow of Natural versus Economic Capital in Industrial Supply Networks and its Implications to Sustainability
    Ukidwe, N. U., and B. R. Bakshi, Environmental Science and Technology, 39, 24, 9759-9769, 2005

  70. Hierarchical Thermodynamic Metrics for Evaluating the Environmental Sustainability of Industrial Processes
    Yi, H.-S., J. L. Hau, N. U. Ukidwe, and B. R. Bakshi, Environmental Progress, special issue on Sustainable Engineering, 23, 4, 302-314, 2004

  71. Thermodynamic Accounting of Ecosystem Contribution to Economic Sectors with Application to 1992 US Economy
    Ukidwe, N. U., and B. R. Bakshi, Environmental Science and Technology, 38, 18, 4810-4827, 2004

  72. Clustering in Wavelet Domain: A Multiresolution ART Network for Anomaly Detection
    Aradhye, H. B., B. R. Bakshi, J. F. Davis, and S. C. Ahalt, AIChE Journal, 50, 10, 2455-2466, 2004

  73. Promise and Problems of Emergy Analysis
    Hau, J. L., and B. R. Bakshi, Ecological Modelling, special issue in honor of H. T. Odum, 178, 215-225, 2004
    Paper

  74. Bayesian Estimation via Sequential Monte Carlo Sampling: Unconstrained Nonlinear Dynamic Systems
    Chen, W.-S., B. R. Bakshi, P. K. Goel, and S. Ungarala, Industrial and Engineering Chemistry Research, 43, 14, 4012-4025, 2004
    Paper

  75. Expanding Exergy Analysis to Account for Ecosystem Products and Services
    Hau, J. L., and B. R. Bakshi, Environmental Science and Technology, 38, 13, 3768-3777, 2004
    Paper

  76. The Quest for Sustainability: Challenges for Process Systems Engineering
    Bakshi, B. R., and J. Fiksel, AIChE Journal, cover article, 49, 6, 1350-1358, 2003
    Papercover image

  77. Multiscale SPC Using Wavelets - Theoretical Analysis and Properties
    Aradhye, H. B., B. R. Bakshi, R. A. Strauss, and J. F. Davis, AIChE Journal, 49, 4, 939-958, 2003
    Paper

  78. ART-2 and Multiscale ART-2 for On-Line Process Fault Detection - Validation via Industrial Case Studies and Monte Carlo Simulation
    Aradhye, H. B., J. F. Davis, B. R. Bakshi, Annual Reviews in Control, 26, 1, 113-127, 2002

  79. Bayesian Principal Component Analysis
    Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, Journal of Chemometrics, 16, 11, 576-595, 2002
    Paper

  80. Process Modeling by Bayesian Latent Variable Regression
    Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, AIChE Journal, 48, 8, 1775-1793, 2002
    Paper

  81. Multiscale and Bayesian Approaches to Data Analysis in Genomics High Throughput Screening
    Yang, C., B. R. Bakshi, J. F. Rathman, P E. Blower, Jr., Current Opinion in Drug Discovery and Delivery , 5, 3, 428-438, 2002

  82. Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem
    Kano, M., K. Nagao, S. Hasebe, I. Hashimoto,H. Ohno, R. Strauss, and B. Bakshi, Computers and Chemical Engineering, special issue on selected papers from PSE 2000, 26, 2, 161-174, 2002
    Paper

  83. A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering
    B. R. Bakshi, Computers and Chemical Engineering, special issue on selected papers from PSE 2000, 26, 2, 269-282, 2002
    Paper

  84. Multiscale Bayesian Data Rectification of Linear Steady-State and Dynamic Systems without Accurate Models
    Bakshi, B. R., M. N. Nounou, P. K. Goel, and X. Shen, Industrial and Engineering Chemistry Research , 40, 1, 261 -274, 2001
    Abstract and Paper

  85. Interplay of Large Materials Databases Semi-empirical Methods, Neuro-computing and First Principle Calculations for Ternary Compound Former/Nonformer Prediction
    Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y.-H. Pao, B. Igelnik, M. Oxley, B. Bakshi, P. Chen, and S. Iwata, Engineering Applications of Artificial Intelligence , 13, 5, 497-505, 2000
    Paper

  86. Binary, Ternary and Quaternary Compound Former/Nonformer Prediction via Mendeleev Number
    Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y. H. Pao, B. Igelnik, M. Oxley, B. Bakshi, and P. Chen, Journal of Alloys and Compounds, 317-318, 26-38, 2001
    Paper

  87. A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering
    B. R. Bakshi, Computers and Chemical Engineering, 24, 2-7, 1767-1773, 2000 (proceedings of PSE 2000, plenary talk)
    Paper

  88. A Multiscale, Bayesian and Error-In-Variables Approach for Linear Dynamic Data Rectification
    Ungarala, S., and B. R. Bakshi, Computers and Chemical Engineering, 24, 2-7, 445-451, 2000 (proceedings of PSE 2000)
    Paper

  89. Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem
    Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, Computers and Chemical Engineering, 24, 2-7, 175-181, 2000 (proceedings of PSE 2000, plenary talk)
    Paper

  90. Multiscale Analysis and Modeling Using Wavelets
    Bakshi, B. R., Journal of Chemometrics, 13, 3-4, 415-434, 1999
    Abstract , Paper

  91. Online Multiscale Filtering of Random and Gross Errors Without Process Models
    Nounou, M. N. and B. R. Bakshi, AIChE Journal, 45, 5, 1041-1058, 1999
    Abstract , Paper

  92. A Common Framework and Overview for the Unification of Neural, Chemometric and Statistical Modeling Methods
    Bakshi, B. R. and U. Utojo, Analytica Chimica Acta, special issue on neural networks, 384, 227-247, 1999
    Abstract , Paper

  93. Unification of Neural and Statistical Methods that Combine Inputs by Linear Projection
    Bakshi, B. R. and U. Utojo, Computers and Chemical Engineering, 22, 12, 1859-1878, 1998
    Abstract , Paper

  94. Unification of Neural and Statistical Methods as Applied to Materials Structure-Property Mapping
    Bakshi, B. R. and R. Chatterjee, Journal of Alloys and Compounds, 279, 1, 39-46, 1998
    Abstract , Paper

  95. Multiscale PCA with Application to Multivariate Statistical Process Monitoring
    Bakshi, B. R., AIChE Journal , 44, 7, 1596-1610, 1998
    Abstract , Text , Figures

  96. Multiscale Rectification of Random Errors without Process Models
    Bakshi, B. R., P. Bansal and M. Nounou, Computers and Chemical Engineering, 21, S1167-S1172, 1997
    Abstract , Paper

  97. Multifractal Characterization of Flow in Circulating Fluidized Beds
    Zhong, H., Bakshi, B. R., Jiang, P., Fan, L.-S., The Chemical Engineering Journal, special issue on Chaos and Fractals in Chemical Engineering, 64, 107-115, 1996
    AbstractPaper

  98. Compression of Chemical Process Data Through Functional Approximation and Feature Extraction
    Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 42, 2, 477-492, 1996
    Abstract

  99. A Method for an Automated Rule Extraction From Raw Process Data Part 1: Process Trends, Wavelet Transformation and Decision Trees (in German)
    Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, Automatisierungstechnik , 44, 2, 61-70, February 1996

  100. A Method for an Automated Rule Extraction From Raw Process Data Part 2: A Case Study (in German)
    Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, Automatisierungstechnik , 44, 3, 138-145, March 1996

  101. Analysis of Flow in Gas-Liquid Bubble Columns Using Multi-Resolution Methods
    Bakshi, B. R., Zhong, H., Jiang, P., Fan, L.-S., Trans. Inst. Chem. Eng., Part A, 73, 608-614, August, 1995
    Abstract

  102. Representation of Process Trends, Part III. Multi-Scale Extraction of Trends from Process Data
    Bakshi, B. R., Stephanopoulos, G., Computers and Chemical Engineering , 18, 4, 267-302, 1994
    Abstract

  103. Representation of Process Trends, Part IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control
    Bakshi, B. R., Stephanopoulos, G., Computers and Chemical Engineering , 18, 4, 303-332, 1994
    Abstract

  104. Analysis of Operating Data for Evaluation, Diagnosis and Control of Batch Operations
    Bakshi, B. R., Locher, G., Stephanopoulos, Greg., Stephanopoulos, Geo., Journal of Process Control , 4, 4, 175-194, 1994
    Abstract

  105. "Database mining" mit Hilfe von Trends, Wavelettransformation und Klassifizierungsbäumen
    Locher, G., Bakshi, B., Stephanopoulos, Geo., Stephanopoulos, Greg., Schügerl, K., Chemie Ingenieur Technik , 66, 3, 541, 1994

  106. Wavelet Networks for Localized Learning in a Multi-Resolution Hierarchy
    Bakshi, B. R. and G. Stephanopoulos, Communication and Cognition - Artificial Intelligence, 10, 1-2, 23-37, 1993

  107. Wave-Net: A Multi-Resolution, Hierarchical Neural Network with Localized Learning
    Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 39, 1, 57-81, 1993
    Abstract

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Technical Reports
 

  1. Hierarchical Thermodynamic Sustainability Metrics for an Ammonia Process
    Yi, H.-S., B. R. Bakshi, contains details of study in "Hierarchical Thermodynamic Metrics for Evaluating the Environmental Sustainability of Industrial Processes", Environmental Progress, 23, 4, 302-314, 2004

  2. A Multiresolution ART Network for Anomaly Detection in Multivariate Non-Linearly Correlated Signals
    Aradhye, H. B., B. R. Bakshi, J. F. Davis,and S. C. Ahalt

  3. Multiscale and Bayesian Methods for Efficient Process Operation
    Bakshi, B. R., keynote lecture at PSE Asia, Kyoto, Japan, December 2000

  4. Bayesian Error-in-Variables Rectification of Data from Linear Dynamic Systems
    Ungarala, S., and B. R. Bakshi