@article{orouji_bennett_sadeghi_abolhasani_2024, title={Digital Pareto-front mapping of homogeneous catalytic reactions}, volume={3}, ISSN={["2058-9883"]}, url={https://doi.org/10.1039/D3RE00673E}, DOI={10.1039/d3re00673e}, abstractNote={We present a digital framework for rapid multi-objective reaction space exploration and optimization of homogeneous catalytic reactions through autonomous experimentation and Bayesian optimization.}, journal={REACTION CHEMISTRY & ENGINEERING}, author={Orouji, Negin and Bennett, Jeffrey A. and Sadeghi, Sina and Abolhasani, Milad}, year={2024}, month={Mar} }
 @article{bateni_sadeghi_orouji_bennett_punati_stark_wang_rosko_chen_castellano_et al._2024, title={Smart Dope: A Self-Driving Fluidic Lab for Accelerated Development of Doped Perovskite Quantum Dots (Adv. Energy Mater. 1/2024)}, volume={14}, ISSN={["1614-6840"]}, DOI={10.1002/aenm.202470001}, abstractNote={Advanced Energy MaterialsVolume 14, Issue 1 2470001 Cover PictureFree Access Smart Dope: A Self-Driving Fluidic Lab for Accelerated Development of Doped Perovskite Quantum Dots (Adv. Energy Mater. 1/2024) Fazel Bateni, Fazel Bateni Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorSina Sadeghi, Sina Sadeghi Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorNegin Orouji, Negin Orouji Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorJeffrey A. Bennett, Jeffrey A. Bennett Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorVenkat S. Punati, Venkat S. Punati Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorChristine Stark, Christine Stark Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorJunyu Wang, Junyu Wang Department of Chemistry, Brown University, Providence, RI, 02912 USASearch for more papers by this authorMichael C. Rosko, Michael C. Rosko Department of Chemistry, North Carolina State University, Raleigh, NC, 27695-8204 USASearch for more papers by this authorOu Chen, Ou Chen Department of Chemistry, Brown University, Providence, RI, 02912 USASearch for more papers by this authorFelix N. Castellano, Felix N. Castellano Department of Chemistry, North Carolina State University, Raleigh, NC, 27695-8204 USASearch for more papers by this authorKristofer G. Reyes, Kristofer G. Reyes Department of Materials Design and Innovation, University at Buffalo, Buffalo, NY, 14260 USASearch for more papers by this authorMilad Abolhasani, Milad Abolhasani Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this author Fazel Bateni, Fazel Bateni Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorSina Sadeghi, Sina Sadeghi Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorNegin Orouji, Negin Orouji Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorJeffrey A. Bennett, Jeffrey A. Bennett Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorVenkat S. Punati, Venkat S. Punati Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorChristine Stark, Christine Stark Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this authorJunyu Wang, Junyu Wang Department of Chemistry, Brown University, Providence, RI, 02912 USASearch for more papers by this authorMichael C. Rosko, Michael C. Rosko Department of Chemistry, North Carolina State University, Raleigh, NC, 27695-8204 USASearch for more papers by this authorOu Chen, Ou Chen Department of Chemistry, Brown University, Providence, RI, 02912 USASearch for more papers by this authorFelix N. Castellano, Felix N. Castellano Department of Chemistry, North Carolina State University, Raleigh, NC, 27695-8204 USASearch for more papers by this authorKristofer G. Reyes, Kristofer G. Reyes Department of Materials Design and Innovation, University at Buffalo, Buffalo, NY, 14260 USASearch for more papers by this authorMilad Abolhasani, Milad Abolhasani Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, 27695-7905 USASearch for more papers by this author First published: 05 January 2024 https://doi.org/10.1002/aenm.202470001AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookTwitterLinkedInRedditWechat Graphical Abstract Self Driving Lab In article number 2302303,Milad Abolhasani and co-workers present a self-driving lab, called Smart Dope, for the fast-tracked discovery of doped quantum dots (QDs) for applications in clean energy technologies. Smart Dope utilizes machine learning-guided operation of flow reactors integrated with an in-situ characterizationmodule in a 'closed-loop' fashion to discover the best-in-class QD within one day of autonomous experiments. Volume14, Issue1January 5, 20242470001 RelatedInformation}, number={1}, journal={ADVANCED ENERGY MATERIALS}, author={Bateni, Fazel and Sadeghi, Sina and Orouji, Negin and Bennett, Jeffrey A. and Punati, Venkat S. and Stark, Christine and Wang, Junyu and Rosko, Michael C. and Chen, Ou and Castellano, Felix N. and et al.}, year={2024}, month={Jan} }
 @article{sadeghi_bateni_kim_son_bennett_orouji_punati_stark_cerra_awad_et al._2023, title={Autonomous nanomanufacturing of lead-free metal halide perovskite nanocrystals using a self-driving fluidic lab}, volume={12}, ISSN={["2040-3372"]}, DOI={10.1039/d3nr05034c}, abstractNote={We present a self-driving fluidic lab for accelerated synthesis science studies of lead-free metal halide perovskite nanocrystals.}, journal={NANOSCALE}, author={Sadeghi, Sina and Bateni, Fazel and Kim, Taekhoon and Son, Dae Yong and Bennett, Jeffrey A. and Orouji, Negin and Punati, Venkat S. and Stark, Christine and Cerra, Teagan D. and Awad, Rami and et al.}, year={2023}, month={Dec} }
 @article{bateni_sadeghi_orouji_bennett_punati_stark_wang_rosko_chen_castellano_et al._2023, title={Smart Dope: A Self-Driving Fluidic Lab for Accelerated Development of Doped Perovskite Quantum Dots}, volume={11}, ISSN={["1614-6840"]}, DOI={10.1002/aenm.202302303}, abstractNote={AbstractMetal cation‐doped lead halide perovskite (LHP) quantum dots (QDs) with photoluminescence quantum yields (PLQYs) higher than unity, due to quantum cutting phenomena, are an important building block of the next‐generation renewable energy technologies. However, synthetic route exploration and development of the highest‐performing QDs for device applications remain challenging. In this work, Smart Dope is presented, which is a self‐driving fluidic lab (SDFL), for the accelerated synthesis space exploration and autonomous optimization of LHP QDs. Specifically, the multi‐cation doping of CsPbCl3 QDs using a one‐pot high‐temperature synthesis chemistry is reported. Smart Dope continuously synthesizes multi‐cation‐doped CsPbCl3 QDs using a high‐pressure gas‐liquid segmented flow format to enable continuous experimentation with minimal experimental noise at reaction temperatures up to 255°C. Smart Dope offers multiple functionalities, including accelerated mechanistic studies through digital twin QD synthesis modeling, closed‐loop autonomous optimization for accelerated QD synthetic route discovery, and on‐demand continuous manufacturing of high‐performing QDs. Through these developments, Smart Dope autonomously identifies the optimal synthetic route of Mn‐Yb co‐doped CsPbCl3 QDs with a PLQY of 158%, which is the highest reported value for this class of QDs to date. Smart Dope illustrates the power of SDFLs in accelerating the discovery and development of emerging advanced energy materials.}, journal={ADVANCED ENERGY MATERIALS}, author={Bateni, Fazel and Sadeghi, Sina and Orouji, Negin and Bennett, Jeffrey A. and Punati, Venkat S. and Stark, Christine and Wang, Junyu and Rosko, Michael C. and Chen, Ou and Castellano, Felix N. and et al.}, year={2023}, month={Nov} }