Annual review of chemical and biomolecular engineering最新文献_第6页

Machine Learning for the Discovery, Design, and Engineering of Materials. 机器学习在材料发现、设计和工程中的应用。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 Epub Date: 2022-03-23 DOI: 10.1146/annurev-chembioeng-092320-120230

Chenru Duan, Aditya Nandy, Heather J Kulik

{"title":"Machine Learning for the Discovery, Design, and Engineering of Materials.","authors":"Chenru Duan, Aditya Nandy, Heather J Kulik","doi":"10.1146/annurev-chembioeng-092320-120230","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-092320-120230","url":null,"abstract":"Machine learning (ML) has become a part of the fabric of high-throughput screening and computational discovery of materials. Despite its increasingly central role, challenges remain in fully realizing the promise of ML. This is especially true for the practical acceleration of the engineering of robust materials and the development of design strategies that surpass trial and error or high-throughput screening alone. Depending on the quantity being predicted and the experimental data available, ML can either outperform physics-based models, be used to accelerate such models, or be integrated with them to improve their performance. We cover recent advances in algorithms and in their application that are starting to make inroads toward (a) the discovery of new materials through large-scale enumerative screening, (b) the design of materials through identification of rules and principles that govern materials properties, and (c) the engineering of practical materials by satisfying multiple objectives. We conclude with opportunities for further advancement to realize ML as a widespread tool for practical computational materials design.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":" ","pages":"405-429"},"PeriodicalIF":8.4,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40315729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Optogenetics Illuminates Applications in Microbial Engineering. 光遗传学在微生物工程中的应用。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 Epub Date: 2022-03-23 DOI: 10.1146/annurev-chembioeng-092120-092340

Shannon M Hoffman, Allison Y Tang, José L Avalos

引用次数: 10

The Critical Role of Process Analysis in Chemical Recycling and Upcycling of Waste Plastics. 工艺分析在废塑料化学回收和升级利用中的关键作用。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 Epub Date: 2022-03-23 DOI: 10.1146/annurev-chembioeng-100521-085846

Scott R Nicholson, Julie E Rorrer, Avantika Singh, Mikhail O Konev, Nicholas A Rorrer, Alberta C Carpenter, Alan J Jacobsen, Yuriy Román-Leshkov, Gregg T Beckham

{"title":"The Critical Role of Process Analysis in Chemical Recycling and Upcycling of Waste Plastics.","authors":"Scott R Nicholson, Julie E Rorrer, Avantika Singh, Mikhail O Konev, Nicholas A Rorrer, Alberta C Carpenter, Alan J Jacobsen, Yuriy Román-Leshkov, Gregg T Beckham","doi":"10.1146/annurev-chembioeng-100521-085846","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-100521-085846","url":null,"abstract":"There is an urgent need for new technologies to enable circularity for synthetic polymers, spurred by the accumulation of waste plastics in landfills and the environment and the contributions of plastics manufacturing to climate change. Chemical recycling is a promising means to convert waste plastics into molecular intermediates that can be remanufactured into new products. Given the growing interest in the development of new chemical recycling approaches, it is critical to evaluate the economics, energy use, greenhouse gas emissions, and other life cycle inventory metrics for emerging processes,relative to the incumbent, linear manufacturing practices employed today. Here we offer specific definitions for classes of chemical recycling and upcycling and describe general process concepts for the chemical recycling of mixed plastics waste. We present a framework for techno-economic analysis and life cycle assessment for both closed- and open-loop chemical recycling. Rigorous application of these process analysis tools will be required to enable impactful solutions for the plastics waste problem.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":" ","pages":"301-324"},"PeriodicalIF":8.4,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40315728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 31

Transformation of Biopharmaceutical Manufacturing Through Single-Use Technologies: Current State, Remaining Challenges, and Future Development. 通过单用途技术实现生物制药制造的转型:现状、挑战和未来发展。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 DOI: 10.1146/annurev-chembioeng-092220-030223

Jasmin J. Samaras, M. Micheletti, W. Ding

{"title":"Transformation of Biopharmaceutical Manufacturing Through Single-Use Technologies: Current State, Remaining Challenges, and Future Development.","authors":"Jasmin J. Samaras, M. Micheletti, W. Ding","doi":"10.1146/annurev-chembioeng-092220-030223","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-092220-030223","url":null,"abstract":"Single-use technologies have transformed conventional biopharmaceutical manufacturing, and their adoption is increasing rapidly for emerging applications like antibody-drug conjugates and cell and gene therapy products. These disruptive technologies have also had a significant impact during the coronavirus disease 2019 pandemic, helping to advance process development to enable the manufacturing of new monoclonal antibody therapies and vaccines. Single-use systems provide closed plug-and-play solutions and enable process intensification and continuous processing. Several challenges remain, providing opportunities to advance single-use sensors and their integration with single-use systems, to develop novel plastic materials, and to standardize design for interchangeability. Because the industry is changing rapidly, a holistic analysis of the current single-use technologies is required, with a summary of the latest advancements in materials science and the implementation of these technologies in end-to-end bioprocesses.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":"13 1","pages":"73-97"},"PeriodicalIF":8.4,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47343889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Engineering Next-Generation CAR-T Cells: Overcoming Tumor Hypoxia and Metabolism. 工程化下一代CAR-T细胞：克服肿瘤缺氧和代谢。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 DOI: 10.1146/annurev-chembioeng-092120-092914

Tora Gao, Y. Chen

引用次数: 10

Liquid-Phase Transmission Electron Microscopy for Reliable In Situ Imaging of Nanomaterials. 用于纳米材料可靠原位成像的液相透射电子显微镜。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 DOI: 10.1146/annurev-chembioeng-092120-034534

Jongbaek Sung, Yuna Bae, Hayoung Park, Sungsu Kang, Back Kyu Choi, Joodeok Kim, Jungwon Park

引用次数: 5

Advances in Manufacturing Cardiomyocytes from Human Pluripotent Stem Cells. 人多能干细胞制造心肌细胞的研究进展。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-06-10 DOI: 10.1146/annurev-chembioeng-092120-033922

Martha E Floy, Fathima Shabnam, Aaron D Simmons, Vijesh J Bhute, Gyuhyung Jin, Will A Friedrich, Alexandra B Steinberg, Sean P Palecek

{"title":"Advances in Manufacturing Cardiomyocytes from Human Pluripotent Stem Cells.","authors":"Martha E Floy, Fathima Shabnam, Aaron D Simmons, Vijesh J Bhute, Gyuhyung Jin, Will A Friedrich, Alexandra B Steinberg, Sean P Palecek","doi":"10.1146/annurev-chembioeng-092120-033922","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-092120-033922","url":null,"abstract":"The emergence of human pluripotent stem cell (hPSC) technology over the past two decades has provided a source of normal and diseased human cells for a wide variety of in vitro and in vivo applications. Notably, hPSC-derived cardiomyocytes (hPSC-CMs) are widely used to model human heart development and disease and are in clinical trials for treating heart disease. The success of hPSC-CMs in these applications requires robust, scalable approaches to manufacture large numbers of safe and potent cells. Although significant advances have been made over the past decade in improving the purity and yield of hPSC-CMs and scaling the differentiation process from 2D to 3D, efforts to induce maturation phenotypes during manufacturing have been slow. Process monitoring and closed-loop manufacturing strategies are just being developed. We discuss recent advances in hPSC-CM manufacturing, including differentiation process development and scaling and downstream processes as well as separation and stabilization.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":"13 ","pages":"255-278"},"PeriodicalIF":8.4,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9197878/pdf/nihms-1800287.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9599789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Hydrogen Production and Its Applications to Mobility. 氢气生产及其在流动性方面的应用。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-04-13 DOI: 10.1146/annurev-chembioeng-092220-010254

Andrés González-Garay, M. Bui, Diego Freire Ordóñez, Michael High, Adam Oxley, Nadine Moustafa, Paola A Sáenz Cavazos, P. Patrizio, Nixon Sunny, N. M. Dowell, Nilay Shah

{"title":"Hydrogen Production and Its Applications to Mobility.","authors":"Andrés González-Garay, M. Bui, Diego Freire Ordóñez, Michael High, Adam Oxley, Nadine Moustafa, Paola A Sáenz Cavazos, P. Patrizio, Nixon Sunny, N. M. Dowell, Nilay Shah","doi":"10.1146/annurev-chembioeng-092220-010254","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-092220-010254","url":null,"abstract":"Hydrogen has been identified as one of the key elements to bolster longer-term climate neutrality and strategic autonomy for several major countries. Multiple road maps emphasize the need to accelerate deployment across its supply chain and utilization. Being one of the major contributors to global CO2 emissions, the transportation sector finds in hydrogen an appealing alternative to reach sustainable development through either its direct use in fuel cells or further transformation to sustainable fuels. This review summarizes the latest developments in hydrogen use across the major energy-consuming transportation sectors. Rooted in a systems engineering perspective, we present an analysis of the entire hydrogen supply chain across its economic, environmental, and social dimensions. Providing an outlook on the sector, we discuss the challenges hydrogen faces in penetrating the different transportation markets. Expected final online publication date for the Annual Review of Chemical and Biomolecular Engineering, Volume 13 is October 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":" ","pages":""},"PeriodicalIF":8.4,"publicationDate":"2022-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49643524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Zeolitic Imidazolate Framework Membranes: Novel Synthesis Methods and Progress Toward Industrial Use. 咪唑酸沸石骨架膜:新的合成方法及工业应用进展。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-04-13 DOI: 10.1146/annurev-chembioeng-092320-120148

Dennis T. Lee, Peter Corkery, Sunghwan Park, Hae‐Kwon Jeong, M. Tsapatsis

{"title":"Zeolitic Imidazolate Framework Membranes: Novel Synthesis Methods and Progress Toward Industrial Use.","authors":"Dennis T. Lee, Peter Corkery, Sunghwan Park, Hae‐Kwon Jeong, M. Tsapatsis","doi":"10.1146/annurev-chembioeng-092320-120148","DOIUrl":"https://doi.org/10.1146/annurev-chembioeng-092320-120148","url":null,"abstract":"In the last decade, zeolitic imidazolate frameworks (ZIFs) have been studied extensively for their potential as selective separation membranes. In this review, we highlight unique structural properties of ZIFs that allow them to achieve certain important separations, like that of propylene from propane, and summarize the state of the art in ZIF thin-film deposition on porous substrates and their modification by postsynthesis treatments. We also review the reported membrane performance for representative membrane synthesis approaches and attempt to rank the synthesis methods with respect to potential for scalability. To compare the dependence of membrane performance on membrane synthesis methods and operating conditions, we map out fluxes and separation factors of selected ZIF-8 membranes for propylene/propane separation. Finally, we provide future directions considering the importance of further improvements in scalability, cost effectiveness, and stable performance under industrially relevant conditions. Expected final online publication date for the Annual Review of Chemical and Biomolecular Engineering, Volume 13 is October 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":8234,"journal":{"name":"Annual review of chemical and biomolecular engineering","volume":" ","pages":""},"PeriodicalIF":8.4,"publicationDate":"2022-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47559336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Medical 3D Printing: Tools and Techniques, Today and Tomorrow. 医疗3D打印:工具和技术，今天和明天。

IF 8.4 2区工程技术

Annual review of chemical and biomolecular engineering Pub Date : 2022-04-06 DOI: 10.1146/annurev-chembioeng-092220-015404

K. Willson, A. Atala

引用次数: 10