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2024
Agrawal, A., B. R. Bakshi, H. Kodamana, and M. Ramteke. “Multi-objective Optimization of Food-Energy-Water Nexus via Crops Land Allocation”. Computers & Chemical Engineering (Jan. 2024), p. 108610.
DOI: 10.1016/j.compchemeng.2024.108610.Journal article.
Sharma, R., A. Haq, B. R. Bakshi, M. Ramteke, and H. Kodamana. “Designing Synergies between Hybrid Renewable Energy Systems and Ecosystems Developed by Different Afforestation Approaches”. Journal of Cleaner Production 434 (Jan. 2024). p. 139804.
DOI: 10.1016/j.jclepro.2023.139804.Journal article.
Thakker, V., and B. R. Bakshi. “Mapping the Path to a Net-Zero Chemicals Industry by Long-Term Planning with Changes in Technologies and Climate“. AIChE Journal, accepted, 2024
DOI: 10.1002/aic.18381.Journal article.
2023
Aleissa, Y. M., and B. R. Bakshi. “Possible but Rare: Safe and Just Satisfaction of National Human Needs in Terms of Ecosystem Services”. One Earth 6.4 (Apr. 2023), pp. 409–418.
DOI: 10.1016/j.oneear.2023.03.008.Journal article.
Aleissa, Y. M., and B. R. Bakshi. “Simulation Tools for Net-Positive Process Design: Trees as Unit Operations for Carbon Sequestration and Air Quality Regulation”. Comp. Chem. Eng. (Oct. 2023), p. 108455.
DOI: 10.1016/j.compchemeng.2023.108455.Journal article.
Bakshi, B. R. (editor). Engineering and Ecosystems: Seeking Synergies Toward a Nature-Positive World. Springer, 2023.
DOI: 10.1007/978-3-031-35692-6.Book.
Haq, A., R. Sharma, B. R. Bakshi, H. Kodamana, and M. Ramteke. “Forecasting sustainable power generation profiles to achieve net-zero emissions using multi-objective techno-ecological framework: A study in the context of India”. Computers and Chemical Engineering (Oct. 2023), p. 108439.
DOI: 10.1016/j.compchemeng.2023.108439.Journal article.
Kumar, A., B. Bakshi, M. Ramteke, and H. Kodamana. “Recycle-BERT: Extracting Knowledge about Plastic Waste Recycling by Natural Language Processing”. ACS Sustainable Chemistry and Engineering 11.32 (Aug. 2023), pp. 12123–12134.
DOI: 10.1021/acssuschemeng.3c03162.Journal article.
Lee, K., S. Chun, J. M. Bielicki, and B. R. Bakshi. “Spatially-Explicit Absolute Life Cycle Assessment by Multi-Regional Hybrid Modeling Computational Framework”. Journal of Cleaner Production 430 (Dec. 2023), p. 139789.
DOI: 10.1016/j.jclepro.2023.139789.Journal article.
Ma, S., C. Zou, T.-Y. Chen, J. Paulson, L.-C. Lin, and B. Bakshi. “Understanding Rapid PET Degradation via Reactive Molecular Dynamics Simulation and Kinetic Modeling”. Journal of Physical Chemistry, Part A 127.35 (Aug. 2023), pp. 7323–7334.
DOI: 10.1021/acs.jpca.3c03717.Journal article.
Sen, A., and B. R. Bakshi. “Techno-Economic and Life Cycle Analysis of Circular Phosphorus Systems in Agriculture”. Science of the Total Environment (Feb. 2023), p. 162016.
DOI: 10.1016/j.scitotenv.2023.162016.Journal article.
Thakker, V., and B. R. Bakshi. “Ranking Eco-innovations to Enable a Sustainable Circular Economy with Net-Zero Emissions”. ACS Sustainable Chemistry and Engineering 11.4 (Jan. 2023), pp. 1363–1374.
DOI: 10.1021/acssuschemeng.2c05732.Journal article.
Varga, M., B. Csukas, S. Khanal, and B. R. Bakshi. “Lessons from the biosphere for the anthroposphere: Analysis of recycling structures of conservational measures”. Resources, Conservation and Recycling 192 (May 2023), p. 106919.
DOI: 10.1016/j.resconrec.2023.106919.Journal article.
2022
Agrawal, A., B. R. Bakshi, H. Kodamana, M. Ramteke, Renewables-Integrated Energy Systems Can Provide Electricity at Lower Cost with Less Environmental and Social Damage, ACS Sustainable Chemistry and Engineering, 10.40 (2022), pp. 13390–13401
DOI: 10.1021/acssuschemeng.2c03629.Journal article.
Bakshi, B. R., M. Realff, Y. Arkun, and M. Morari. “Computers and Chemical Engineering Virtual Special Issue in honor of Professor George Stephanopoulos”. Computers & Chemical Engineering (2022), p. 107986.
DOI: 10.1016/j.compchemeng.2022.107986.Journal article.
Charles, M., V. Vattyam, B. R. Bakshi, Designing Climate Action and Regulations for sustainaBility (DCARB): Framework and Campus Application, J. Cleaner Production, Apr, 131690, 2022
DOI: 10.1016/j.jclepro.2022.131690.Journal article.
Dooley, K., V. Thakker, B. Bakshi, M. Scholz, F. Hafsa, G. Basile, and R. Buch. “A Multidisciplinary Assessment of Innovations to Improve Grocery Bag Circularity”. 14th International Symposium on Process Systems Engineering. Ed. by Y. Yamashita and M. Kano. Vol. 49. Computer Aided Chemical Engineering. Elsevier, 2022, pp. 625–630.
Book chapter.
Fiksel, J., and B. R. Bakshi. “Designing for Resilience and Sustainability: An Integrated Systems Approach”. Engineering and Ecosystems: Seeking Synergies Toward a Nature-Positive World. Ed. by B. R. Bakshi. Springer, 2022.
Book chapter.
Kim, S., A. Beier, H. B. Schreyer, and B. R. Bakshi. “Environmental Life Cycle Assessment of a novel cultivated meat burger patty in the United States”. Sustainability 14.23 (Dec. 2022), p. 16133.
DOI: 10.3390/su142316133.Journal article.
Sen, A., G. Stephanopoulos, and B. R. Bakshi. “Mapping Anthropogenic Carbon Mobilization through Chemical Process and Manufacturing Industries”. 14th International Symposium on Process Systems Engineering. Ed. by Y. Yamashita and M. Kano. Vol. 49. Computer Aided Chemical Engineering. Elsevier, 2022, pp. 553–558.
Book chapter.
Stephanopoulos, G., B. R. Bakshi, and G. Basile. “Reinventing the Chemicals/Materials Company: Transitioning to a Sustainable Circular Enterprise”. 14th International Symposium on Process Systems Engineering. Ed. by Y. Yamashita and M. Kano. Vol. 49. Computer Aided Chemical Engineering. Elsevier, 2022, pp. 67–72.
Book chapter.
Thakker V., and B. R. Bakshi. Multi-scale Sustainable Engineering: Integrated Design of Reaction Networks, Life Cycles, and Economic Sectors, Computers and Chemical Engineering, 156, 107578, 2022
DOI: 10.1016/j.compchemeng.2021.107578.Journal article.
Thakker, V., and B. R. Bakshi. “Guiding innovations and Value-chain improvements using Life-cycle design for Sustainable Circular Economy”. 14th International Symposium on Process Systems Engineering. Ed. by Y. Yamashita and M. Kano. Vol. 49. Computer Aided Chemical Engineering. Elsevier, 2022, pp. 1945–1950.
Book chapter.
Xue, Y., B. R. Bakshi, Metrics for a Nature-Positive World: A multiscale approach for absolute environmental sustainability assessment, Science of the Total Environment, 846 (Nov. 2022), p. 157373.
DOI: 10.1016/j.scitotenv.2022.157373.Journal article.
2021
Adjiman, C. S., N. V. Sahinidis, D. G. Vlachos, B. Bakshi, C. T. Maravelias, and C. Georgakis, Process Systems Engineering Perspective on the Design of Materials and Molecules, Industrial & Engineering Chemistry Research, 60, 14, 5194-5206, 2021
DOI: 10.1021/acs.iecr.0c05399.Journal article.
Aleissa, Y. M., and B. R. Bakshi, Constructed Wetlands as Unit Operations in Chemical Process Design: Benefits and Simulation, Computers and Chemical Engineering, 153, 107454, 2021
DOI: 10.1016/j.compchemeng.2021.107454.Journal article.
Bakshi, B. R., D. Shonnard, D. T. Allen, ACS Sustainable Chemistry & Engineering Invites Contributions to a Virtual Special Issue on The Circular Economy of Plastics, ACS Sustainable Chemistry & Engineering, 9, 1425-1426, 2021
DOI: 10.1021/acssuschemeng.1c00209.Journal article.
Boutin, K. D., W. J. Mitsch, E. Everham, B. R. Bakshi, and L. Zhang. An evaluation of corn production within a WetlacultureTM system at Buckeye Lake, Ohio, Ecological Engineering, 171, 106366, 2021
DOI: 10.1016/j.ecoleng.2021.106366.Journal article.
Charles, M., and B. R. Bakshi. Designing Industrial Landscapes for Mitigating Air Pollution with Spatially-Explicit Techno-Ecological Synergy, AIChE Journal, 67, 10, 2021
DOI: 10.1002/aic.17347.Journal article.
Diwekar, U., A. Amekudzi-Kennedy, B. Bakshi, R. Baumgartner, R. Boumans, P. Burger, H. Cabezas, M. Egler, J. Farley, B. Fath, T. Gleason, Y. Huang, A. Karunanithi, V. Khanna, A. Mangan, A. Mayer, R. Mukherjee, G. Mullally, V. Rico-Ramirez, D. Shonnard, M. Svanström, T. Theis, A perspective on the role of uncertainty in sustainability science and engineering, Resources, Conservation and Recycling, 164, 105140, 2021
DOI: 10.1016/j.resconrec.2020.105140.Journal article.
Ghosh, T., H.-C. Kim, R. DeKleine, T. J. Walington, B. R. Bakshi, Life Cycle Energy and Climate Change Implications of Carbon Fiber Reinforced Polymers in Automotive Components: Front Subframe Case Study, Sustainable Materials and Technologies, 28, e00263, 2021
DOI: 10.1016/j.susmat.2021.e00263.Journal article.
Hu, J., X. Gu, L.-C. Lin, and B. R. Bakshi, Toward Sustainable Metal-Organic Frameworks for Post-Combustion Carbon Capture by Life Cycle Assessment and Molecular Simulation, ACS Sustainable Chemistry and Engineering, 9, 36, 12132–12141, 2021
DOI: 10.1021/acssuschemeng.1c03473.Journal article.
Lee, K., S. Khanal and B. R. Bakshi. Techno-Ecologically Synergistic Food-Energy-Water Systems Meet Human and Ecosystem Needs, Energy and Environmental Science, 14, 7, 3700–3716, 2021
DOI: 10.1039/D1EE00843A.Journal article.
Shah, S. L., B. R. Bakshi, J. Liu, C. Georgakis, Meeting the Challenge of Water Sustainability: The Role of Process Systems Engineering, AIChE Journal, 67, 2, e17113, 2021
DOI: 10.1002/aic.17113.Journal article.
Shah, U., and B. R. Bakshi. Improving Air Quality by Adapting Manufacturing to Pollution Uptake by Vegetation, ACS Sustainable Chemistry and Engineering, 9, 49, 16709-16718, 2021
DOI: 10.1021/acssuschemeng.1c05617.Journal article.
Thakker, V., and B. R. Bakshi, Toward Sustainable Circular Economies: A Computational Framework for Assessment and Design, J. Cleaner Production, 295, 126353, 2021
DOI: 10.1016/j.jclepro.2021.126353.Journal article.
Thakker, V., and B. R. Bakshi. Designing Value-chains of Plastic and Paper Carrier Bags for a Sustainable and Circular Economy, ACS Sustainable Chemistry and Engineering, 9, 49, 16687-16698, 2021
DOI: 10.1021/acssuschemeng.1c05562.Journal article.
Yazbeck, T., G. Bohrer, C. Vines, F. De Roo, M. Mauder, and B. Bakshi, Effects of spatial heterogeneity of leaf density and crown spacing of canopy patches on dry deposition rates, Agricultural and Forest Meteorology 306, 108440, 2021
DOI: 10.1016/j.agrformet.2021.108440.Journal article.
2020
Bogra, S., and B. R. Bakshi. Direct and indirect vulnerability of economic sectors to water scarcity: A hot-spot analysis of the Indian economy, Journal of Industrial Ecology, 24, 1323-1337, 2020
DOI: 10.1111/jiec.13022.Journal article.
Charles, M., G. Bohrer, G. Ziv, B. R. Bakshi, Connecting Air Quality Regulating Ecosystem Services with Beneficiaries through Quantitative Serviceshed Analysis, Ecosystem Services, 41, 101057, 2020
DOI: 10.1016/j.ecoser.2019.101057.Journal article.
Ghosh, T., and B. R. Bakshi, Designing Hybrid Life Cycle Assessment Models based on Uncertainty and Complexity, International Journal of Life Cycle Assessment, 25, 2290–2308, 2020
DOI: 10.1007/s11367-020-01826-5.Journal article.
Lee, K., and B. R. Bakshi. “Energy-Water-CO2 Nexus of Fossil Fuel Based Power Generation”. Advances in Carbon Management Technologies. Ed. by S. Sikdar and F. Princiotta. CRC Press, Mar. 2020, pp. 184–202.
Book chapter.
Lee, K., J. P. Evans, S. Satagopan, Y. Sun, J. R. Parquette, V. B. Sundaresan, F. R. Tabita, and B. R. Bakshi, Carbon Footprint of Biomimetic Carbon Fixation by Immobilizing Nature’s CO2-sequestering Enzyme and Regenerating its Energy Carrier, ACS Sustainable Chemistry and Engineering, 8, 45, 16833–16841, 2020
DOI: 10.1021/acssuschemeng.0c05498.Journal article.
Liu, X., B. R. Bakshi, B. Rugani, D. M. De Souza, J. Bare, J. M. Johnston, A. Laurent F. Verones, Quantification and valuation of ecosystem services in life cycle assessment: Application of the cascade framework to rice farming systems, Science of the Total Environment, 747, 141278, 2020
DOI: 10.1016/j.scitotenv.2020.141278.Journal article.
Zhang, X., L. Zhang, K. Y. Fung, B. R. Bakshi, and K. M. Ng. Sustainable Product Design: A Life-Cycle Approach, Chemical Engineering Science, 217, 115508, 2020
DOI: 10.1016/j.ces.2020.115508.Journal article.
2019
Bakshi, B. R. Sustainable Engineering: Principles and Practice, Cambridge University Press, 2019
Book.
Bakshi, B. R. Toward Sustainable Chemical Engineering: The Role of Process Systems Engineering, Annual Reviews of Chemical and Biomolecular Engineering, 10, 1-26, 2019
DOI: 10.1146/annurev-chembioeng-060718-030332.Journal article.
Bakshi, B. R., T. Ghosh, and K. Lee. Engineering, Markets, and Human Behavior: An Essential Integration for Decisions toward Sustainability, Current Opinion in Chemical Engineering, 26, 164-169, 2019
DOI: 10.1016/j.coche.2019.10.004.Journal article.
Bakshi, B., Book Review of Energy, Complexity and Wealth Maximization by Robert Ayres, Journal of Industrial Ecology, 23, 2, 510-511, 2019
DOI: 10.1111/jiec.12821.Journal article.
Ghosh, T., B. R. Bakshi, Designing Biofuel Supply Chains while Mitigating Harmful Algal Blooms with Treatment Wetlands, Comp. Chem. Eng., 126, 113-127, 2019
DOI: 10.1016/j.compchemeng.2019.03.041.Journal article.
Ghosh, T., K. Lee, and B. R. Bakshi. “Integrating market models and price effects in a multiscale sustainable process design framework”. Computer Aided Chemical Engineering. 47. Copper Mountain, CO, 2019, pp. 175–180.
Book chapter.
Gopalakrishnan, V., G. Ziv, B. R. Bakshi, Role of Vegetation in Mitigating Air Emissions Across Industrial Sites in the US, ACS Sustainable Chemistry and Engineering, 7, 4, 3783–3791, 2019
DOI: 10.1021/acssuschemeng.8b04360.Journal article.
Gopalakrishnan, V., G. Ziv, S. Hirabayashi, B. R. Bakshi. Nature-Based Solutions Can Compete with Technology for Mitigating Air Emissions Across the United States. Environmental Science and Technology, 53, 22, 13228-13237, 2019
DOI: 10.1021/acs.est.9b01445.Journal article.
Jadhao, S. B., A. B. Pandit, B. R. Bakshi, Resource Utilization and Destruction in Indian Industrial Sectors: An Exergy Analysis, Ind. Eng. Chem. Res., 58, 26, 11566-11575, 2019
DOI: 10.1021/acs.iecr.8b06131.Journal article.
Lee, K., T. Ghosh, and B. R. Bakshi. Toward Multiscale Consequential Sustainable Process Design: Including the Effects of Economy and Resource Constraints with Application to Green Urea Production in a Watershed, Chemical Engineering Science, 207, 725–743, 2019
DOI: 10.1016/j.ces.2019.06.028.Journal article.
Liu, X., and B. R. Bakshi, Ecosystem Services in Life Cycle Assessment while Encouraging Techno-Ecological Synergies, Journal of Industrial Ecology, 23, 2, 347-360, 2019
DOI: 10.1111/jiec.12755.Journal article.
Liu, X., M. Charles, and B. R. Bakshi. Including Ecosystem Services in Life Cycle Assessment: Methodology and Application to Urban Farms, Procedia CIRP 80, 287-291, 2019
DOI: 10.1016/j.procir.2018.12.004.Journal article.
Rugani, B., D. M. De Souza, J. Weidema B.and Bare, B. R. Bakshi, B. Grann, J. M. Johnston, A. L. Raymundo Pavan, X. Liu, A. Laurent, and F. Verones. Towards integrating the ecosystem services cascade framework within the Life Cycle Assessment (LCA) cause-effect methodology, Science of the Total Environment 690, 1284–1298, 2019
DOI: 10.1016/j.scitotenv.2019.07.023.Journal article.
Shah U. D., and B. R. Bakshi. “Design and Operation of Technoecological Synergy: A NO2 Case Study”. Computer Aided Chemical Engineering. 47. 2019, pp. 193–198.
Book chapter.
Shah, U., B. R. Bakshi, Accounting for Nature’s Intermittency and Growth while Mitigating NO2 Emissions by Techno-Ecological Synergistic Design – Application to a Chloralkali Process, J. Adv. Manuf. and Proc., 1, 1-2, 2019
DOI: 10.1002/amp2.10013.Journal article.
2018
Bakshi, B. R., T. G. Gutowski, D. P. Sekulic, Claiming Sustainability: Requirements and Challenges, ACS Sustainable Chemistry and Engineering, 6, 3, 3632–3639, 2018
DOI: 10.1021/acssuschemeng.7b03953.Journal article.
Bakshi. B. R. “Including Nature in Engineering for Innovation and Sustainability: Promise, Progress and Peril”. Computer Aided Chemical Engineering. Ed. by M. R. Eden, M. G. Ierapetritou, and G. P. Towler. Vol. 44. Elsevier, Jan. 2018, pp. 53–62.
Book chapter.
Ghosh, T., X. Liu, and B. R. Bakshi. “Including Ecosystem Services in Sustainable Process Design across Multiple Spatial Scales”. Computer Aided Chemical Engineering. Ed. by M. R. Eden, M. G. Ierapetritou, and G. P. Towler. Vol. 44. Elsevier, Jan. 2018, pp. 1837–1842.
Book chapter.
Gopalakrishnan, V., and B. R. Bakshi, Ecosystems as Unit Operations for Local Techno-Ecological Synergy: Integrated Process Design with Treatment Wetlands, AIChE Journal, accepted, 2018
DOI: 10.1002/aic.16093.Journal article.
Gopalakrishnan, V., S. Hirabayashi, G. Ziv, and B. R. Bakshi, Air Quality and Human Health Impacts of Grasslands and Shrublands in the United States, Atmospheric Environment, 182, 193–199, 2018
DOI: 10.1016/j.atmosenv.2018.03.039.Journal article.
Hanes, R. J., 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
DOI: 10.1016/j.resconrec.2018.06.003.Journal article.
Liu, X., and B. R. Bakshi. “Extracting Heuristics for Designing Sustainable Built Environments by Coupling Multiobjective Evolutionary Optimization and Machine Learning”. Computer Aided Chemical Engineering. Ed. by M. R. Eden, M. G. Ierapetritou, and G. P. Towler. Vol. 44. Elsevier, Jan. 2018, pp. 2539–2544.
Book chapter.
Liu, X., G. Ziv, B. R. Bakshi, Ecosystem Services in Life Cycle Assessment, Part 1: A computational framework, J. Cleaner Production, 197, 314-322, 2018
DOI: 10.1016/j.jclepro.2018.06.164.Journal article.
Liu, X., G. Ziv, B. R. Bakshi, Ecosystem Services in Life Cycle Assessment, Part 2: Adaptations to regional and serviceshed information, J. Cleaner Production, 197, 772-780, 2018
DOI: 10.1016/j.jclepro.2018.05.283.Journal article.
Liu, X., 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
DOI: 10.1016/j.jclepro.2018.01.090.Journal article.
Saladini, F., 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
DOI: 10.1016/j.ecoser.2018.02.004.Journal article.
2017
Ghosh, T., 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
DOI: 10.1134/S0040579517060045.Journal article.
Gopalakrishnan, V., 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
DOI: 10.1007/s10098-017-1398-x.Journal article.
Gopalakrishnan, V., and B. R. Bakshi. “Including Nature in Engineering Decisions for Sustainability”. Encyclopedia of Sustainable Technologies. Ed. by Martin Abraham. 1st edition, Elsevier, 2017.
Book chapter.
Hanes, R. J., 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
DOI: 10.1016/j.apenergy.2017.04.081.Journal article.
Jadhao, S. B., 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
DOI: 10.1016/j.apenergy.2017.08.240.Journal article.
Jadhao, S. B., 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
DOI: 10.1007/s10098-017-1338-9.Journal article.
Ramaswami, A., 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
DOI: 10.1088/1748-9326/aa5556.Journal article.
2016
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
DOI: 10.1021/acs.est.5b03492.Journal article.
Choi, J.-K., 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 Subsidies, Applied Energy, 184, 15, 830–839, 2016
DOI: 10.1016/j.apenergy.2016.05.033.Journal article.
Kursun, B., and B. R. Bakshi. “Sustainability Assessment in a Geographical Region and of the Activities Performed, Handbook of Research on Green Economic Development Initiatives and Strategies.” Ed. by M. Mustafa Erdogdu, Thankom Arun, and Imran Habib Ahmad. IGI Global, 2016. Chap. 2, pp. 18–43.
Book chapter.
Mandade, P., B. R. Bakshi, G. D. Yadav, Ethanol from Indian Agro-Industrial Lignocellulosic Biomass – An Emergy Evaluation, Clean Technol. Env. Policy, 18, 2625–2634, 2016
DOI: 10.1007/s10098-016-1179-y.Journal article.
2015
Bakshi, B. R., G. Ziv, M. D. Lepech, Techno-Ecological Synergy: A Framework for Sustainable Engineering, Environmental Science and Technology, 49, 3, 1752-1760, 2015
DOI: 10.1021/es5041442.Journal article.
Chopra, S., B. R. Bakshi, V. Khanna, Economic Dependence of U.S. Industrial Sectors on Animal-mediated Pollination Service, Environmental Science and Technology, 49, 24, 14441–14451, 2015
DOI: 10.1021/acs.est.5b03788.Journal article.
Hanes, R. J., and B. R. Bakshi. “Comprehensive life cycle accounting in sustainable process design”. Sustainability of Products, Processes and Supply Chains: Theory and Applications. Ed. by Fengqi You. Computer Aided Chemical Engineering. Elsevier, 2015.
Book chapter.
Hanes, R. J., B. R. Bakshi, Process to Planet: A Multiscale Modeling Framework Toward Sustainable Engineering, AIChE Journal, accepted, 2015
DOI: 10.1002/aic.14919.Journal article.
Hanes, R. J., B. R. Bakshi, Sustainable Process Design Using the Process to Planet Framework, AIChE Journal, accepted, 2015
DOI: 10.1002/aic.14918.Journal article.
Hanes, R., N. B. Cruze, P. K. Goel, B. R. Bakshi, Allocation Games: Addressing the ill-posed nature of allocation in life cycle inventories, Environmental Science and Technology, 49, 13, 7996–8003, 2015
DOI: 10.1021/acs.est.5b01192.Journal article.
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 Water, Int. J. LCA, 20, 12, 1649-1658, 2015
DOI: 10.1007/s11367-015-0966-8.Journal article.
Singh, S., and B. R. Bakshi. “Carbon and Nitrogen Footprints of Chemical and Manufacturing Industry Sectors”. Sustainability in the Analysis, Synthesis and Design of Chemical Engineering Processes. Ed. by G. R. Mercado and H. Cabezas. Elsevier, 2015.
Book chapter.
Singh, S., B. R. Bakshi, Footprints of Carbon and Nitrogen: Revisiting the Paradigm and Exploring their Nexus for Decision Making, Ecological Indicators, 53, 49-60, 2015
DOI: 10.1016/j.ecolind.2015.01.001.Journal article.
Winden, M., N. Cruze, T. Haab, B. Bakshi, Monetized value of the environmental, health and resource externalities of soy biodiesel, Energy Economics, 47, 18-24, 2015
DOI: 10.1016/j.eneco.2014.10.019.Journal article.
2014
Bakshi, B. R., Methods and Tools for Sustainable Process Design, Current Opinion in Chemical Engineering, 6, 69-74, 2014
DOI: 10.1016/j.coche.2014.09.005.Journal article.
Cruze, N. B., P. K. Goel, B. R. Bakshi, Allocation in life cycle inventory: partial set of solutions to an ill-posed problem, Int. J. Life Cycle Assessment, 19, 11, 1854-1865, 2014
DOI: 10.1007/s11367-014-0785-3.Journal article.
Cruze, N. B., P. K. Goel, B. R. Bakshi, Revisiting Least Squares Techniques for the Purposes of Allocation in Life Cycle Inventory, Int. J. Life Cycle Assessment, 19, 10, 1733-1744, 2014
DOI: 10.1007/s11367-014-0771-9.Journal article.
Kursun, B., S. Ramkumar, B. R. Bakshi, L.-S. Fan, A Life Cycle Comparison of Coal Gasification by Conventional versus Calcium Looping Process, Ind. Eng. Chem. Res., 53, 49, 18910–18919, 2014
DOI: 10.1021/ie404436a.Journal article.
Singh, S., and B. R. Bakshi. “Carbon and Nitrogen Footprints of Engineering Activities”. Assessing and Measuring Environmental Impacts in Engineering. Ed. by Jiri J. Klemes. Elsevier, 2014.
Book chapter.
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, 18. 6, 818-828,2014
DOI: 10.1111/jiec.12156.Journal article.
Winden, M., N. Cruze, T. Haab, B. Bakshi, Integrating Life Cycle Assessment and Choice Analysis for Alternative Fuel Valuation, Ecological Economics, 102, 83-93, 2914
DOI: 10.1016/j.ecolecon.2014.03.008.Journal article.
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. consumer, Int. J. Life Cycle Assessment, 19, 4, 931-940, 2014
DOI: 10.1007/s11367-013-0697-7.Journal article.
Zhang, Y., E. Gibbemeyer, B. R. Bakshi, Empirical Comparion of Input-Output Methods for Life Cycle Assessment, J. Industrial Ecology, 18, 5, 734-746, 2014
DOI: 10.1111/jiec.12133.Journal article.
2013
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
DOI: 10.1007/s11367-012-0475-y.Journal article.
Merugula, L., V. Khanna, and B. R. Bakshi, Reinforced Wind Turbine Blades – An Environmental Life Cycle Evaluation, Env. Sc. Technol., 46, 17, 9785–9792, 2012
DOI: 10.1021/es301343p.Journal article.
Singh, S., B. R. Bakshi, Accounting for the Biogeochemical Cycle of Nitrogen in Input-Output Life Cycle Assessment, Env. Sc. Technol., 47, 16, 9388-9396, 2013
DOI: 10.1021/es4009757.Journal article.
Urban, R. A., B. R. Bakshi, Techno-Ecological Synergy as a Path Toward Sustainability of a North American Residential System, Env. Sc. Technol.,47 4, 1985–1993, 2013
DOI: 10.1021/es303025c.Journal article.
Zhuang, K., B. R. Bakshi, M. J. Herrgard, Multi-scale modeling for sustainable chemical production, Biotechnology Journal, 8, 9, 973–984, 2013
DOI: 10.1002/biot.201200272.Journal article.
2012
Bakshi, B. R., and G. F. Grubb. “Implications of Thermodynamics for Sustainability”. Sustainability: Multidisciplinary Perspectives. Ed. by H. Cabezas and U. Diwekar. CRC Press, 2012.
Book chapter.
Baral, A., B. R. Bakshi, and R. Smith, Assessing Resource Intensity and Renewability of Cellulosic Ethanol Technologies using Eco-LCA, Environmental Science and Technology, 46, 4, 2436–2444, 2012
DOI: 10.1021/es2025615.Journal article.
Khanna, V., L. A. Merugula, and B. R. Bakshi. “Environmental Life Cycle Assessment of Polymer Nanocomposites”. Advances in Polymer Nanocomposites. Ed. by F. Gao. Woodhead Publishing, 2012.
Book chapter.
Landers, E., R. A. Urban, and B. R. Bakshi. “Accounting for Ecosystem Services in Life Cycle Assessment and Design”. Life Cycle Assessment: A Guide for Environmentally Sustainable Products. Ed. by Mary Ann Curran. Scrivener Publishing, 2012.
Book chapter.
2011
Bakshi, B. R., A. Baral, and J. L. Hau. “Thermodynamic Methods for Resource Accounting”. Thermodynamics and the Destruction of Resources. Ed. by B. R. Bakshi, T. G. Gutowski, and D. P. Sekulic. Cambridge University Press, 2011.
Book chapter.
Bakshi, B. R., and M. J. Small, Incorporating Ecosystem Services into Life Cycle Assessment, J. Industrial Ecology, 15, 4, 477-478, 2011
DOI: 10.1111/j.1530-9290.2011.00364.x.Journal article.
Bakshi, B. R., P. K. Goel, and H. J. Kim. “Improving the Quality of Life Cycle Inventory Data by Reconciliation with the Laws of Thermodynamics”. Thermodynamics and the Destruction of Resources. Ed. by B. R. Bakshi, T. G. Gutowski, and D. P. Sekulic. Cambridge University Press, 2011.
Book chapter.
Bakshi, B. R., T. G. Gutowski, and D. P. Sekulic (editors), Thermodynamics and the Destruction of Resources, Cambridge University Press, 2011
Book.
Fiksel, J., B. R. Bakshi, A. Baral, and R. Rajagopalan, Comparative Life Cycle Assessment of Beneficial Applications for Scrap Tires, Clean Technologies and Environmental Policy, 13, 19-35, 2011
DOI: 10.1007/s10098-010-0289-1.Journal article.
Grubb, G. F., and B. R. Bakshi, Appreciating the Role of Thermodynamics in LCA Improvement Analysis via an Application to Titanium Dioxide Nanoparticles, Environmental Science and Technology, 45, 7, 3054–3061, 2011
DOI: 10.1021/es1025855.Journal article.
Grubb, G. F., Bakshi, B. R., Life Cycle of Titanium Dioxide Nanoparticle Production – Impact of Emissions and Thermodynamic Analysis of Resource Use, J. Industrial Ecology, 13, 19–35, 2011
DOI: 10.1007/s10098-010-0289-1.Journal article.
Theis, T. L., B. R. Bakshi, R. Clift, D. Durham, V. M. Fthenakis, T. G. Gutowski, J. A. Isaacs, T. Seager, and M. R. Wiesner, A life cycle framework for the investigation of environmentally benign nanoparticles and products, Physica Status Solidi, 5, 9, 312-317, 2011
DOI: 10.1002/pssr.201105083.Journal article.
Ukidwe, N. U., and B. R. Bakshi. “Exergy and Materials Flow in Industrial and Ecological Systems”. Thermodynamics and the Destruction of Resources. Ed. by B. R. Bakshi, T. G. Gutowski, and D. P. Sekulic. Cambridge University Press, 2011.
Book chapter.
2010
Baral, A., and B. R. Bakshi, Emergy Analysis using US Economic Input-Output Models with Applications to Life Cycles of Gasoline and Corn Ethanol, Ecological Modelling, 221, 15, 1807-1818, 2010
DOI: 10.1016/j.ecolmodel.2010.04.010.Journal article.
Baral, A., and Bakshi, B. R., Thermodynamic Metrics for Aggregation of Natural Resources in Life Cycle Analysis: Insight via Application to Some Transportation Fuels, Environmental Science and Technology, 44, 2, 800-807, 2010
DOI: 10.1021/es902571b.Journal article.
Choi, J.-K., Bakshi, B. R., and Haab, T., Effects of a carbon price in the U.S. on economic sectors, resource use, and emissions: An input-output approach, Energy Policy, 38, 7, 3527-3536, 2010
DOI: 10.1016/j.enpol.2010.02.029.Journal article.
Lang, L., Goel, P. K., and Bakshi, B. R., Prior Checking and Moving Horizon Smoothing for Improved Particle Filtering
Industrial and Engineering Chemistry Research, 49, 9, 4197–4209, 2010
Journal article.
Urban, R. A., Bakshi, B. R., Grubb, G. F., Baral, A., and Mitsch, W. J., Towards sustainability of engineered processes: Designing self-reliant networks of technological-ecological systems, Computers and Chemical Engineering, accepted 2010
DOI: 10.1016/j.compchemeng.2010.02.026.Journal article.
Zhang, Y., Baral, A., and Bakshi, B. R., Accounting for Ecosystem Services in Life Cycle Assessment, Part II: Toward an Ecologically-Based LCA, Environmental Science and Technology, 44, 7, 2624-2631, 2010
DOI: 10.1021/es900548a.Journal article.
Zhang, Y., Singh, S., and Bakshi, B. R., Accounting for Ecosystem Services in Life Cycle Assessment, Part I: A Critical Review, Environmental Science and Technology, 44, 7, 2232-2242, 2010
DOI: 10.1021/es9021156.Journal article.
2009
Baral, A., and B. R. Bakshi. “Comprehensive Study of Cellulosic Ethanol Using Hybrid Eco-LCA”. Biofuel and Bioenergy from Biowastes and Residues. Ed. by S. Khanal. American Society of Civil Engineers (ASCE), Reston, Virginia, 2009.
Book chapter.
Chen, H., B. Li, B. R. Bakshi, and P. K. Goel. “Nonlinear Modeling: Linear Approaches for Nonlinear Modeling”. Comprehensive Chemometrics. Ed. by S. Brown, B.Walczak, and R. Tauler. Elsevier, 2009.
Book chapter.
Chen, H., Bakshi, B. R., Goel, P. K., Integrated Estimation of Measurement Error With Empirical Process Modeling – A Hierarchical Bayes Approach, AIChE Journal, 55, 11, 2883-2895, 2009
DOI: 10.1002/aic.11918.Journal article.
Khanna, V., and Bakshi, B. R., Carbon Nanofiber Polymer Composites: Evaluation of Life Cycle Energy Use, Environmental Science and Technology, 43, 6, 2078-2084, 2009
DOI: 10.1021/es802101x.Journal article.
Li, B., P. K. Goel, and B. R. Bakshi. “Nonlinear Regression: Other Methods”. Comprehensive Chemometrics. Ed. by S. Brown, B.Walczak, and R. Tauler. Elsevier, 2009.
Book chapter.
Seabra, M., B. R. Bakshi, and P. M. Saraiva. “Denoising and Signal to Noise (SNR) enhancement: Wavelet Transform and Fourier Transform”. Comprehensive Chemometrics. Ed. by S. Brown, B.Walczak, and R. Tauler. Elsevier, 2009.
Book chapter.
Ukidwe, N. U., J. L. Hau, and B. R. Bakshi. “Thermodynamic Input-Output Analysis of Economic and Ecological Systems”. Handbook of Input-Output Economics in Industrial Ecology. Ed. by S. Suh. Springer, 2009.
Book chapter.
Urban, R. A., and Bakshi, B. R., 1,3-Propanediol from Fossils versus Biomass: A Life Cycle Evaluation of Emissions and Ecological Resources, Industrial and Engineering Chemistry Research, 48, 17, 8068-8082, 2009
DOI: 10.1021/ie801612p.Journal article.
2008
Dewulf, J., Langenhove, H., Muys, B., Bruers, S., Bakshi, B. R., Grubb, G., Paulus, D., and Sciubba, E., Exergy: its potential and limitations in environmental science and technology, Environmental Science and Technology, 42, 7, 2221-2232, 2008
DOI: 10.1021/es071719a.Journal article.
Khanna, V., Bakshi, B. R., and Lee, L. J., Carbon Nanofiber Production : Life Cycle Energy Consumption and Environmental Impact
Journal of Industrial Ecology, 12, 3, 394-410, 2008
Journal article.
Khanna, V., Y. Zhang, G. F. Grubb, B. R. Bakshi, and L. J. Lee. “Life Cycle Assessment of Carbon Nanofibres”. Nanoscience and Nanotechnology: Environmental and Health Impact. Ed. by V. H. Grassian. John Wiley, 2008.
Book chapter.
Reis, M. S., Bakshi, B. R., Saraiva, P. M., Multiscale Statistical Process Control Using Wavelet Packets, AIChE Journal, 54, 9, 2366-2378, 2008
DOI: 10.1002/aic.11523.Journal article.
Ukidwe, N. U., Bakshi, B. R., Resource Intensities of Chemical Industry Sectors in the United States via Input-Output Network Models, Comp. Chem. Eng., 32, 9, 2050-2064, 2008
DOI: 10.1016/j.compchemeng.2008.02.006.Journal article.
Zhang, Y., Bakshi, B. R., and Sahle-Demessie, E., Life Cycle Assessment of an Ionic Liquid versus Molecular Solvents and Their Applications, Environmental Science and Technology, 42, 5, 1724–1730, 2008
DOI: 10.1021/es0713983.Journal article.
2007
Bakshi, B. R. “Life Cycle Analysis”. Encyclopedia of Environment and Society. Ed. by P. Robbins. Sage Publications, 2007.
Book chapter.
Bakshi, B. R. “Thermodynamics”. Encyclopedia of Environment and Society. Ed. by P. Robbins. Sage Publications, 2007.
Book chapter.
Bakshi. B. R. “Energy”. Encyclopedia of Environment and Society. Ed. by P. Robbins. Sage Publications, 2007.
Book chapter.
Chen, H., Bakshi, B. R., and Goel, P. K., Bayesian Latent Variable Regression via Gibbs Sampling: Methodology and Practical Aspects, J. Chemometrics, 21, 12, 578-591, 2007
DOI: 10.1002/cem.1083.Journal article.
Chen, H., Bakshi, B. R., and Goel, P. K., Toward Bayesian Chemometrics – A Tutorial on Some Recent Advances, Analytica Chimica Acta, 602, 1-16, 2007
DOI: 10.1016/j.aca.2007.08.044.Journal article.
Chen, W.-S., Lang, L., Bakshi, B. R., Goel, P. K., and Ungarala, S.,Bayesian Estimation via Sequential Monte Carlo Sampling – Constrained Dynamic Systems, Automatica, 43, 1615-1622, 2007
DOI: 10.1016/j.automatica.2007.02.012.Journal article.
Hau, J. L., Yi, H.-S., and Bakshi, B. R., Enhancing Life Cycle Inventories via Reconciliation with the Laws of Thermodynamics, J. Industrial Ecology, 11, 4, 5-25, 2007
DOI: 10.1162/jiec.2007.1165.Journal article.
Ukidwe, N. U., and Bakshi, B. R., Industrial and Ecological Cumulative Exergy Consumption of the United States via the 1997 Input-Output Benchmark Model, Energy, 32, 1560-1592, 2007
DOI: 10.1016/j.energy.2006.11.005.Journal article.
Yi, H.-S., and Bakshi, B. R., Rectification of Multiscale Data with Application to Life Cycle Inventories. AIChE Journal, 53, 4, 876-890, 2007
DOI: 10.1002/aic.11119.Journal article.
2006
Rawlings, J. B., and B R. Bakshi, Particle Filtering and Moving Horizon Estimation, Computers and Chemical Engineering, 30, 10-12, 1529-1541, 2006
DOI: 10.1016/j.compchemeng.2006.05.031.Journal article.
2005
Ukidwe, N. U., and B. R. Bakshi, Flow of Natural versus Economic Capital in Industrial Supply Networks and its Implications to Sustainability, Environmental Science and Technology, 39, 24, 9759-9769, 2005
DOI: 10.1021/es050627n.Journal article.
2004
Aradhye, H. B., B. R. Bakshi, J. F. Davis, and S. C. Ahalt, Clustering in Wavelet Domain: A Multiresolution ART Network for Anomaly Detection, IChE Journal, 50, 10, 2455-2466, 2004
DOI: 10.1002/aic.10245.Journal article.
Hau, J. L., and B. R. Bakshi, Expanding Exergy Analysis to Account for Ecosystem Products and Services, Environmental Science and Technology, 38, 13, 3768-3777, 2004
DOI: 10.1021/es034513s.Journal article.
Hau, J. L., and B. R. Bakshi, Promise and Problems of Emergy Analysis, Ecological Modelling, special issue in honor of H. T. Odum, 178, 215-225, 2004
DOI: 10.1016/j.ecolmodel.2003.12.016.Journal article.
Ukidwe, N. U., and B. R. Bakshi, Thermodynamic Accounting of Ecosystem Contribution to Economic Sectors with Application to 1992 US Economy, Environmental Science and Technology, 38, 18, 4810-4827, 2004
DOI: 10.1021/es035367t.Journal article.
Yi, H.-S., J. L. Hau, N. U. Ukidwe, and B. R. Bakshi, Hierarchical Thermodynamic Metrics for Evaluating the Environmental Sustainability of Industrial Processes, Environmental Progress, special issue on Sustainable Engineering, 23, 4, 302-314, 2004
DOI: 10.1002/ep.10049.Journal article.
2003
Aradhye, H. B., B. R. Bakshi, R. A. Strauss, and J. F. Davis, Multiscale SPC Using Wavelets – Theoretical Analysis and Properties
AIChE Journal, 49, 4, 939-958, 2003
Journal article.
Bakshi, B. R., and J. Fiksel, The Quest for Sustainability: Challenges for Process Systems Engineering, AIChE Journal, cover article, 49, 6, 1350-1358, 2003
DOI: 10.1002/aic.690490602.Journal article.
Chen, W.-S., B. R. Bakshi, P. K. Goel, and S. Ungarala, Bayesian Estimation via Sequential Monte Carlo Sampling: Unconstrained Nonlinear Dynamic Systems, Industrial and Engineering Chemistry Research, 43, 14, 4012-4025, 2004
DOI: 10.1021/ie034010v.Journal article.
2002
Aradhye, H. B., J. F. Davis, B. R. Bakshi, 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, 1, 113-127, 2002
DOI: 10.1016/S1367-5788(02)80020-7.Journal article.
Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem, Computers and Chemical Engineering, special issue on selected papers from PSE 2000, 26, 2, 161-174, 2002
DOI: 10.1016/S0098-1354(01)00738-4.Journal article.
Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, Bayesian Principal Component Analysis, Journal of Chemometrics, 16, 11, 576-595, 2002
DOI: 10.1002/cem.759.Journal article.
Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, Process Modeling by Bayesian Latent Variable Regression, AIChE Journal, 48, 8, 1775-1793, 2002
DOI: 10.1002/aic.690480818.Journal article.
Yang, C., B. R. Bakshi, J. F. Rathman, P E. Blower, Jr., Multiscale and Bayesian Approaches to Data Analysis in Genomics High Throughput Screening, Current Opinion in Drug Discovery and Delivery , 5, 3, 428-438, 2002
https://pubmed.ncbi.nlm.nih.gov/12058619/.Journal article.
2001
Bakshi, B. R., M. N. Nounou, P. K. Goel, and X. Shen, Multiscale Bayesian Data Rectification of Linear Steady-State and Dynamic Systems without Accurate Models, Industrial and Engineering Chemistry Research, 40, 1, 261-274, 2001
DOI: 10.1021/ie990905p.Journal article.
Norberg-Bohm, V., W. C. Clark, B. Bakshi, A. Berkenkamp, S. A. Bishko, M. D. Koehler, J. A. Marrs, C. P. Nielsen, and A. Sagar. “International comparisons of environmental hazards”. Global Environmental Risk. Ed. by J. X. Kasperson and R. E. Kasperson. Tokyo: United Nations University Press, 2001, pp. 55–147.
Book chapter.
Ungarala, S., and B. R. Bakshi. “Multiscale Estimation of Linear Dynamic Systems with and without Accurate Models”. Wavelets in Signal and Image Analysis. Ed. by A. Petrosian and F. Meyer. Kluwer Academic Publishers, 2001.
Book chapter.
2000
Bakshi, B. R. “Multiscale Modeling and Model-Based Denoising”. Wavelets in Chemistry. Ed. by B. Walczak. Elsevier, 2000.
Book chapter.
Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem, Computers and Chemical Engineering, 24, 2-7, 175-181, 2000 (proceedings of PSE 2000, plenary talk)
DOI: 10.1016/S0098-1354(00)00509-3.Journal article.
Nounou, M. N., and B. R. Bakshi. “Multiscale Methods for Denoising and Compression”. Wavelets in Chemistry. Ed. by B. Walczak. Elsevier, 2000.
Book chapter.
Ungarala, S., and B. R. Bakshi, A Multiscale, Bayesian and Error-In-Variables Approach for Linear Dynamic Data Rectification. Computers and Chemical Engineering, 24, 2-7, 445-451, 2000 (proceedings of PSE 2000)
DOI: 10.1016/S0098-1354(00)00436-1.Journal article.
Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y.-H. Pao, B. Igelnik, M. Oxley, B. Bakshi, P. Chen, and S. Iwata, Interplay of Large Materials Databases Semi-empirical Methods, Neuro-computing and First Principle Calculations for Ternary Compound Former/Nonformer Prediction, Engineering Applications of Artificial Intelligence, 13, 5, 497-505, 2000
DOI: 10.1016/S0952-1976(00)00028-2.Journal article.
1999
Bakshi, B. R. and U. Utojo, A Common Framework and Overview for the Unification of Neural, Chemometric and Statistical Modeling Methods, Analytica Chimica Acta, special issue on neural networks, 384, 227-247, 1999
DOI: 10.1016/S0003-2670(98)00776-4.Journal article.
Bakshi, B. R., Multiscale Analysis and Modeling Using Wavelets, Journal of Chemometrics, 13, 3-4, 415-434, 1999
DOI: 10.1002/(SICI)1099-128X(199905/08)13:3/4%3C415::AID-CEM544%3E3.0.CO;2-8.Journal article.
Davis, J. F., M. J. Piovoso, K. A. Hoo, and B. R. Bakshi. “Process Data Analysis and Data Interpretation”. Advances in Chemical Engineering. Ed. by J. A. Wei. Vol. 25. Academic Press, 1999, pp. 1–103.
Book chapter.
Nounou, M. N. and B. R. Bakshi, Online Multiscale Filtering of Random and Gross Errors Without Process Models, AIChE Journal, 45, 5, 1041-1058, 1999
DOI: 10.1002/aic.690450513.Journal article.
1998
Bakshi, B. R. and R. Chatterjee, Unification of Neural and Statistical Methods as Applied to Materials Structure-Property Mapping, Journal of Alloys and Compounds, 279, 1, 39-46, 1998
DOI: 10.1016/S0925-8388(98)00610-0.Journal article.
Bakshi, B. R. and U. Utojo, Unification of Neural and Statistical Methods that Combine Inputs by Linear Projection, Computers and Chemical Engineering, 22, 12, 1859-1878, 1998
DOI: 10.1016/S0098-1354(98)00249-X.Journal article.
Bakshi, B. R., Multiscale PCA with Application to Multivariate Statistical Process Monitoring, AIChE Journal , 44, 7, 1596-1610, 1998
DOI: 10.1002/aic.690440712.Journal article.
1997
Bakshi, B. R., P. Bansal and M. Nounou, Multiscale Rectification of Random Errors without Process Models, Computers and Chemical Engineering, 21, S1167-S1172, 1997
DOI: 10.1016/S0098-1354(97)87660-0.Journal article.
1996
Bakshi, B. R., and Stephanopoulos, G., Compression of Chemical Process Data Through Functional Approximation and Feature Extraction, AIChE Journal, 42, 2, 477-492, 1996
DOI: 10.1002/aic.690420217.Journal article.
Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, A Method for an Automated Rule Extraction From Raw Process Data Part 2: A Case Study (in German), Automatisierungstechnik , 44, 3, 138-145, March 1996
DOI: 10.1524/auto.1996.44.3.138.Journal article.
Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, Automatisierungstechnik A Method for an Automated Rule Extraction From Raw Process Data Part 1: Process Trends, Wavelet Transformation and Decision Trees (in German), 44, 2, 61-70, February 1996
DOI: 10.1524/auto.1996.44.2.61.Journal article.
Zhong, H., Bakshi, B. R., Jiang, P., and Fan, L.-S., Multifractal Characterization of Flow in Circulating Fluidized Beds, The Chemical Engineering Journal, special issue on Chaos and Fractals in Chemical Engineering, 64, 107-115, 1996
DOI: 10.1016/S0923-0467(96)03131-4.Journal article.
1995
Bakshi, B. R., and G. Stephanopoulos. “Reasoning in Time; Modeling, Analysis and Pattern Recognition of Temporal Process Trends”. Paradigms of Intelligent Systems in Process Engineering. Ed. by George Stephanopoulos and Chonghun Han. Academic Press, 1995.
Book chapter.
Bakshi, B. R., Zhong, H., Jiang, P., and Fan, L.-S., Analysis of Flow in Gas-Liquid Bubble Columns Using Multi-Resolution Methods, Trans. Inst. Chem. Eng., Part A, 73, 608-614, August, 1995
Journal article.
Han, C., R. Lakshmanan, B. R. Bakshi, and G. Stephanopoulos. “Non-Monotonic Reasoning: The Synthesis of Operating Procedures in Chemical Plants”. Paradigms of Intelligent Systems in Process Engineering. Ed. by George Stephanopoulos and Chonghun Han. Academic Press, 1995.
Book chapter.
Koulouris, A., B. R. Bakshi, and G. Stephanopoulos. “Empirical Learning Through Neural Networks: The Wave-Net Solution”. Paradigms of Intelligent Systems in Process Engineering. Ed. by George Stephanopoulos and Chonghun Han. Academic Press, 1995.
Book chapter.
Utojo, U., and B. R. Bakshi. “Connections Between Artificial Neural Networks and Multiariate Statistical Methods – An Overview”. Neural Networks in Bioprocessing and Chemical Engineering. Ed. by D. R. Baughman and Y. A. Liu. Academic Press, San Diego, CA, 1995.
Book chapter.
1994
Bakshi, B. R., A Koulouris, and G. Stephanopoulos. “Learning at Multiple Resolutions: Wavelets as Basis Functions in Artificial Neural Networks and Inductive Decision Trees”. Wavelet Applications in Chemical Engineering. Ed. by R. Motard and B. Joseph. Kluwer Inc., Boston, 1994.
Book chapter.
Bakshi, B. R., and Stephanopoulos, G., Representation of Process Trends, Part III. Multi-Scale Extraction of Trends from Process Data, Computers and Chemical Engineering , 18, 4, 267-302, 1994
DOI: 10.1016/0098-1354(94)85028-3.Journal article.
Bakshi, B. R., and Stephanopoulos, G., Representation of Process Trends, Part IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control, Computers and Chemical Engineering, 18, 4, 303-332, 1994
DOI: 10.1016/0098-1354(94)85029-1.Journal article.
Bakshi, B. R., Locher, G., Stephanopoulos, Greg., Stephanopoulos, Geo., Analysis of Operating Data for Evaluation, Diagnosis and Control of Batch Operations, Journal of Process Control , 4, 4, 175-194, 1994
DOI: 10.1016/0959-1524(94)80040-5.Journal article.
Locher, G., Bakshi, B., Stephanopoulos, Geo., Stephanopoulos, Greg., Schügerl, K., “Database mining” mit Hilfe von Trends, Wavelettransformation und Klassifizierungsbäumen, Chemie Ingenieur Technik , 66, 3, 541, 1994
DOI: 10.1002/cite.330660424.Journal article.
1993
Bakshi, B. R. and G. Stephanopoulos, Wavelet Networks for Localized Learning in a Multi-Resolution Hierarchy, Communication and Cognition – Artificial Intelligence, 10, 1-2, 23-37, 1993
DOI: 10.1109/IJCNN.1992.227017.Journal article.
Bakshi, B. R., and Stephanopoulos, G., Wave-Net: A Multi-Resolution, Hierarchical Neural Network with Localized Learning, AIChE Journal, 39, 1, 57-81, 1993
DOI: 10.1002/aic.690390108.Journal article.
Ecologically-Based Life Cycle Assessment (an updated version with more current data is being developed)
Software.
Interactive maps from “Nature-Based Solutions can Compete With Technology for Mitigating Air Emissions Across the US”
https://varshg.com/county/County.html.Software.
Software from our research may be requested by sending email to [email protected].
Software.