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A machine learning framework for the analysis and pbkp_rediction of catalytic activity from experimental data
ArticleAbstract: We present a machine learning framework to explore the pbkp_redictability limits of catalytic activiPalabras claves:Catalysis, Data Analysis, High-dimensional, Machine learning, pbkp_redictabilityAutores:Dumesic J., Huber G.W., Keane A., Smith A.D., Víctor M. ZavalaFuentes:scopusCorrection: Expanding plastics recycling technologies: chemical aspects, technology status and challenges (Green Chemistry (2022) 24 (8899-9002) DOI: 10.1039/D2GC02588D)
OtherAbstract: Correction for ‘Expanding plastics recycling technologies: chemical aspects, technology status and cPalabras claves:Autores:Aguirre-Villegas H.A., Allen R.D., Bai X., Beckham G.T., Benson C.H., Bradshaw S.L., Brown J.L., Brown R.C., Cecon V.S., Curley J.B., Curtzwiler G.W., Dong S., Estela-García J.E., Gaddameedi S., Hermans I., Huber G.W., Kim M.S., Li H., Ma J., Mark L.O., Mavrikakis M., Olafasakin O.O., Osswald T.A., Papanikolaou K.G., Radhakrishnan H., Sanchez Castillo M.A., Sánchez-Rivera K.L., Tumu K.N., Van Lehn R.C., Víctor M. Zavala, Vorst K.L., Wright M.M., Wu J., Zhou P.Fuentes:scopusExpanding plastics recycling technologies: chemical aspects, technology status and challenges
ReviewAbstract: Less than 10% of the plastics generated globally are recycled, while the rest are incinerated, accumPalabras claves:Autores:Aguirre-Villegas H.A., Allen R.D., Bai X., Beckham G.T., Benson C.H., Bradshaw S.L., Brown J.L., Brown R.C., Cecon V.S., Curley J.B., Curtzwiler G.W., Dong S., Gaddameedi S., García J.E., Hermans I., Huber G.W., Kim M.S., Li H., Ma J., Mark L.O., Mavrikakis M., Olafasakin O.O., Osswald T.A., Papanikolaou K.G., Radhakrishnan H., Sanchez Castillo M.A., Sánchez-Rivera K.L., Tumu K.N., Van Lehn R.C., Víctor M. Zavala, Vorst K.L., Wright M.M., Wu J., Zhou P.Fuentes:scopusEconomic evaluation of infrastructures for thermochemical upcycling of post-consumer plastic waste
ArticleAbstract: Thermochemical technologies, such as pyrolysis, offer a potentially scalable pathway for upcycling dPalabras claves:Autores:Aguirre-Villegas H.A., Benson C.H., Huber G.W., Ma J., Olafasakin O.O., Tominac P.A., Víctor M. Zavala, Wright M.M.Fuentes:scopusOn the integration of molecular dynamics, data science, and experiments for studying solvent effects on catalysis
ReviewAbstract: Computational workflows that combine molecular dynamics (MD) simulations and emerging data-centric (Palabras claves:Autores:Huber G.W., Je L., Van Lehn R.C., Víctor M. ZavalaFuentes:scopusQuantifying the environmental benefits of a solvent-based separation process for multilayer plastic films
ArticleAbstract: Food packaging often appears in the form of multilayer (ML) plastic films, which leverage the functiPalabras claves:Autores:Aguirre-Villegas H.A., Avraamidou S., Göreke D., Huber G.W., Munguía-López A.d.C., Sánchez-Rivera K.L., Víctor M. ZavalaFuentes:scopusReducing Antisolvent Use in the STRAP Process by Enabling a Temperature-Controlled Polymer Dissolution and Precipitation for the Recycling of Multilayer Plastic Films
ArticleAbstract: The recently reported processing strategy called solvent-targeted recovery and precipitation (STRAP)Palabras claves:molecular simulation, plastics recycling, polymer solubility, Process design, process economicsAutores:González Chávez L.D., Grey S., Hermans I., Huber G.W., Kim M.S., Nelson K., Sánchez-Rivera K.L., Van Lehn R.C., Víctor M. Zavala, Wang S.C., Zhou P.Fuentes:scopus