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references.bib
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@article{Maffettone_2022, title={Delivering real-time multi-modal materials analysis with enterprise beamlines}, volume={3}, ISSN={2666-3864}, url={http://dx.doi.org/10.1016/j.xcrp.2022.101112}, DOI={10.1016/j.xcrp.2022.101112}, number={11}, journal={Cell Reports Physical Science}, publisher={Elsevier BV}, author={Maffettone, Phillip M. and Campbell, Stuart and Hanwell, Marcus D. and Wilkins, Stuart and Olds, Daniel}, year={2022}, month=nov, pages={101112} }
@article{Dave_2020, title={Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine Learning}, volume={1}, ISSN={2666-3864}, url={http://dx.doi.org/10.1016/j.xcrp.2020.100264}, DOI={10.1016/j.xcrp.2020.100264}, number={12}, journal={Cell Reports Physical Science}, publisher={Elsevier BV}, author={Dave, Adarsh and Mitchell, Jared and Kandasamy, Kirthevasan and Wang, Han and Burke, Sven and Paria, Biswajit and Póczos, Barnabás and Whitacre, Jay and Viswanathan, Venkatasubramanian}, year={2020}, month=dec, pages={100264} }
@article{Snapp_2023, title={Driving school for self-driving labs}, volume={2}, ISSN={2635-098X}, url={http://dx.doi.org/10.1039/D3DD00150D}, DOI={10.1039/d3dd00150d}, number={5}, journal={Digital Discovery}, publisher={Royal Society of Chemistry (RSC)}, author={Snapp, Kelsey L. and Brown, Keith A.}, year={2023}, pages={1620–1629} }
@article{Abolhasani_2023, title={The rise of self-driving labs in chemical and materials sciences}, volume={2}, ISSN={2731-0582}, url={http://dx.doi.org/10.1038/s44160-022-00231-0}, DOI={10.1038/s44160-022-00231-0}, number={6}, journal={Nature Synthesis}, publisher={Springer Science and Business Media LLC}, author={Abolhasani, Milad and Kumacheva, Eugenia}, year={2023}, month=jan, pages={483–492} }
@article{Vaddi_2022, title={Autonomous retrosynthesis of gold nanoparticles via spectral shape matching}, volume={1}, ISSN={2635-098X}, url={http://dx.doi.org/10.1039/D2DD00025C}, DOI={10.1039/d2dd00025c}, number={4}, journal={Digital Discovery}, publisher={Royal Society of Chemistry (RSC)}, author={Vaddi, Kiran and Chiang, Huat Thart and Pozzo, Lilo D.}, year={2022}, pages={502–510} }
@article{Koscher_2023, title={Autonomous, multiproperty-driven molecular discovery: From predictions to measurements and back}, volume={382}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.adi1407}, DOI={10.1126/science.adi1407}, number={6677}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Koscher, Brent A. and Canty, Richard B. and McDonald, Matthew A. and Greenman, Kevin P. and McGill, Charles J. and Bilodeau, Camille L. and Jin, Wengong and Wu, Haoyang and Vermeire, Florence H. and Jin, Brooke and Hart, Travis and Kulesza, Timothy and Li, Shih-Cheng and Jaakkola, Tommi S. and Barzilay, Regina and Gómez-Bombarelli, Rafael and Green, William H. and Jensen, Klavs F.}, year={2023}, month=dec }
@article{Rapp_2023, title={Self-driving laboratories to autonomously navigate the protein fitness landscape}, url={http://dx.doi.org/10.1101/2023.05.20.541582}, DOI={10.1101/2023.05.20.541582}, publisher={Cold Spring Harbor Laboratory}, author={Rapp, Jacob T. and Bremer, Bennett J. and Romero, Philip A.}, year={2023}, month=may }
@article{Rahmanian_2022, title={Enabling Modular Autonomous Feedback‐Loops in Materials Science through Hierarchical Experimental Laboratory Automation and Orchestration}, volume={9}, ISSN={2196-7350}, url={http://dx.doi.org/10.1002/admi.202101987}, DOI={10.1002/admi.202101987}, number={8}, journal={Advanced Materials Interfaces}, publisher={Wiley}, author={Rahmanian, Fuzhan and Flowers, Jackson and Guevarra, Dan and Richter, Matthias and Fichtner, Maximilian and Donnely, Phillip and Gregoire, John M. and Stein, Helge S.}, year={2022}, month=jan }
@article{Bai_2022, title={From Platform to Knowledge Graph: Evolution of Laboratory Automation}, volume={2}, ISSN={2691-3704}, url={http://dx.doi.org/10.1021/jacsau.1c00438}, DOI={10.1021/jacsau.1c00438}, number={2}, journal={JACS Au}, publisher={American Chemical Society (ACS)}, author={Bai, Jiaru and Cao, Liwei and Mosbach, Sebastian and Akroyd, Jethro and Lapkin, Alexei A. and Kraft, Markus}, year={2022}, month=jan, pages={292–309} }
@article{Strieth_Kalthoff_2024, title={Delocalized, asynchronous, closed-loop discovery of organic laser emitters}, volume={384}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.adk9227}, DOI={10.1126/science.adk9227}, number={6697}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Strieth-Kalthoff, Felix and Hao, Han and Rathore, Vandana and Derasp, Joshua and Gaudin, Théophile and Angello, Nicholas H. and Seifrid, Martin and Trushina, Ekaterina and Guy, Mason and Liu, Junliang and Tang, Xun and Mamada, Masashi and Wang, Wesley and Tsagaantsooj, Tuul and Lavigne, Cyrille and Pollice, Robert and Wu, Tony C. and Hotta, Kazuhiro and Bodo, Leticia and Li, Shangyu and Haddadnia, Mohammad and Wołos, Agnieszka and Roszak, Rafał and Ser, Cher Tian and Bozal-Ginesta, Carlota and Hickman, Riley J. and Vestfrid, Jenya and Aguilar-Granda, Andrés and Klimareva, Elena L. and Sigerson, Ralph C. and Hou, Wenduan and Gahler, Daniel and Lach, Slawomir and Warzybok, Adrian and Borodin, Oleg and Rohrbach, Simon and Sanchez-Lengeling, Benjamin and Adachi, Chihaya and Grzybowski, Bartosz A. and Cronin, Leroy and Hein, Jason E. and Burke, Martin D. and Aspuru-Guzik, Alán}, year={2024}, month=may }
@article{Chen_2024, title={Navigating phase diagram complexity to guide robotic inorganic materials synthesis}, volume={3}, ISSN={2731-0582}, url={http://dx.doi.org/10.1038/s44160-024-00502-y}, DOI={10.1038/s44160-024-00502-y}, number={5}, journal={Nature Synthesis}, publisher={Springer Science and Business Media LLC}, author={Chen, Jiadong and Cross, Samuel R. and Miara, Lincoln J. and Cho, Jeong-Ju and Wang, Yan and Sun, Wenhao}, year={2024}, month=apr, pages={606–614} }
@article{Ament_2021, title={Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams}, volume={7}, ISSN={2375-2548}, url={http://dx.doi.org/10.1126/sciadv.abg4930}, DOI={10.1126/sciadv.abg4930}, number={51}, journal={Science Advances}, publisher={American Association for the Advancement of Science (AAAS)}, author={Ament, Sebastian and Amsler, Maximilian and Sutherland, Duncan R. and Chang, Ming-Chiang and Guevarra, Dan and Connolly, Aine B. and Gregoire, John M. and Thompson, Michael O. and Gomes, Carla P. and van Dover, R. Bruce}, year={2021}, month=dec }
@article{Vescovi_2022, title={Linking scientific instruments and computation: Patterns, technologies, and experiences}, volume={3}, ISSN={2666-3899}, url={http://dx.doi.org/10.1016/j.patter.2022.100606}, DOI={10.1016/j.patter.2022.100606}, number={10}, journal={Patterns}, publisher={Elsevier BV}, author={Vescovi, Rafael and Chard, Ryan and Saint, Nickolaus D. and Blaiszik, Ben and Pruyne, Jim and Bicer, Tekin and Lavens, Alex and Liu, Zhengchun and Papka, Michael E. and Narayanan, Suresh and Schwarz, Nicholas and Chard, Kyle and Foster, Ian T.}, year={2022}, month=oct, pages={100606} }
@article{MacLeod_2021, title={Flexible automation accelerates materials discovery}, volume={21}, ISSN={1476-4660}, url={http://dx.doi.org/10.1038/s41563-021-01156-3}, DOI={10.1038/s41563-021-01156-3}, number={7}, journal={Nature Materials}, publisher={Springer Science and Business Media LLC}, author={MacLeod, Benjamin P. and Parlane, Fraser G. L. and Brown, Amanda K. and Hein, Jason E. and Berlinguette, Curtis P.}, year={2021}, month=dec, pages={722–726} }
@article{Choudhury_2020, title={The Role of Machine Learning Algorithms in Materials Science: A State of Art Review on Industry 4.0}, volume={28}, ISSN={1886-1784}, url={http://dx.doi.org/10.1007/s11831-020-09503-4}, DOI={10.1007/s11831-020-09503-4}, number={5}, journal={Archives of Computational Methods in Engineering}, publisher={Springer Science and Business Media LLC}, author={Choudhury, Amitava}, year={2020}, month=oct, pages={3361–3381} }
@article{Bai_2024, title={A dynamic knowledge graph approach to distributed self-driving laboratories}, volume={15}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/s41467-023-44599-9}, DOI={10.1038/s41467-023-44599-9}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Bai, Jiaru and Mosbach, Sebastian and Taylor, Connor J. and Karan, Dogancan and Lee, Kok Foong and Rihm, Simon D. and Akroyd, Jethro and Lapkin, Alexei A. and Kraft, Markus}, year={2024}, month=jan }
@article{Kalinin_2021, title={Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy}, volume={15}, ISSN={1936-086X}, url={http://dx.doi.org/10.1021/acsnano.1c02104}, DOI={10.1021/acsnano.1c02104}, number={8}, journal={ACS Nano}, publisher={American Chemical Society (ACS)}, author={Kalinin, Sergei V. and Ziatdinov, Maxim and Hinkle, Jacob and Jesse, Stephen and Ghosh, Ayana and Kelley, Kyle P. and Lupini, Andrew R. and Sumpter, Bobby G. and Vasudevan, Rama K.}, year={2021}, month=jul, pages={12604–12627} }
@article{Coley_2020, title={Autonomous Discovery in the Chemical Sciences Part I: Progress}, volume={59}, ISSN={1521-3773}, url={http://dx.doi.org/10.1002/anie.201909987}, DOI={10.1002/anie.201909987}, number={51}, journal={Angewandte Chemie International Edition}, publisher={Wiley}, author={Coley, Connor W. and Eyke, Natalie S. and Jensen, Klavs F.}, year={2020}, month=jun, pages={22858–22893} }
@article{Rooney_2022, title={A self-driving laboratory designed to accelerate the discovery of adhesive materials}, volume={1}, ISSN={2635-098X}, url={http://dx.doi.org/10.1039/D2DD00029F}, DOI={10.1039/d2dd00029f}, number={4}, journal={Digital Discovery}, publisher={Royal Society of Chemistry (RSC)}, author={Rooney, Michael B. and MacLeod, Benjamin P. and Oldford, Ryan and Thompson, Zachary J. and White, Kolby L. and Tungjunyatham, Justin and Stankiewicz, Brian J. and Berlinguette, Curtis P.}, year={2022}, pages={382–389} }
@article{Deneault_2021, title={Toward autonomous additive manufacturing: Bayesian optimization on a 3D printer}, volume={46}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-021-00051-1}, DOI={10.1557/s43577-021-00051-1}, number={7}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Deneault, James R. and Chang, Jorge and Myung, Jay and Hooper, Daylond and Armstrong, Andrew and Pitt, Mark and Maruyama, Benji}, year={2021}, month=apr, pages={566–575} }
@article{Szymanski_2023, title={An autonomous laboratory for the accelerated synthesis of novel materials}, volume={624}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/s41586-023-06734-w}, DOI={10.1038/s41586-023-06734-w}, number={7990}, journal={Nature}, publisher={Springer Science and Business Media LLC}, author={Szymanski, Nathan J. and Rendy, Bernardus and Fei, Yuxing and Kumar, Rishi E. and He, Tanjin and Milsted, David and McDermott, Matthew J. and Gallant, Max and Cubuk, Ekin Dogus and Merchant, Amil and Kim, Haegyeom and Jain, Anubhav and Bartel, Christopher J. and Persson, Kristin and Zeng, Yan and Ceder, Gerbrand}, year={2023}, month=nov, pages={86–91} }
@article{Rahmanian_2022, title={Enabling Modular Autonomous Feedback‐Loops in Materials Science through Hierarchical Experimental Laboratory Automation and Orchestration}, volume={9}, ISSN={2196-7350}, url={http://dx.doi.org/10.1002/admi.202101987}, DOI={10.1002/admi.202101987}, number={8}, journal={Advanced Materials Interfaces}, publisher={Wiley}, author={Rahmanian, Fuzhan and Flowers, Jackson and Guevarra, Dan and Richter, Matthias and Fichtner, Maximilian and Donnely, Phillip and Gregoire, John M. and Stein, Helge S.}, year={2022}, month=jan }
@article{McDannald_2022, title={Reproducible sorbent materials foundry for carbon capture at scale}, volume={3}, ISSN={2666-3864}, url={http://dx.doi.org/10.1016/j.xcrp.2022.101063}, DOI={10.1016/j.xcrp.2022.101063}, number={10}, journal={Cell Reports Physical Science}, publisher={Elsevier BV}, author={McDannald, Austin and Joress, Howie and DeCost, Brian and Baumann, Avery E. and Kusne, A. Gilad and Choudhary, Kamal and Yildirim, Taner and Siderius, Daniel W. and Wong-Ng, Winnie and Allen, Andrew J. and Stafford, Christopher M. and Ortiz-Montalvo, Diana L.}, year={2022}, month=oct, pages={101063} }
@article{Flores_Leonar_2020, title={Materials Acceleration Platforms: On the way to autonomous experimentation}, volume={25}, ISSN={2452-2236}, url={http://dx.doi.org/10.1016/j.cogsc.2020.100370}, DOI={10.1016/j.cogsc.2020.100370}, journal={Current Opinion in Green and Sustainable Chemistry}, publisher={Elsevier BV}, author={Flores-Leonar, Martha M. and Mejía-Mendoza, Luis M. and Aguilar-Granda, Andrés and Sanchez-Lengeling, Benjamin and Tribukait, Hermann and Amador-Bedolla, Carlos and Aspuru-Guzik, Alán}, year={2020}, month=oct, pages={100370} }
@article{Shimizu_2020, title={Autonomous materials synthesis by machine learning and robotics}, volume={8}, ISSN={2166-532X}, url={http://dx.doi.org/10.1063/5.0020370}, DOI={10.1063/5.0020370}, number={11}, journal={APL Materials}, publisher={AIP Publishing}, author={Shimizu, Ryota and Kobayashi, Shigeru and Watanabe, Yuki and Ando, Yasunobu and Hitosugi, Taro}, year={2020}, month=nov }
@article{Delgado_Licona_2022, title={Research Acceleration in Self‐Driving Labs: Technological Roadmap toward Accelerated Materials and Molecular Discovery}, volume={5}, ISSN={2640-4567}, url={http://dx.doi.org/10.1002/aisy.202200331}, DOI={10.1002/aisy.202200331}, number={4}, journal={Advanced Intelligent Systems}, publisher={Wiley}, author={Delgado-Licona, Fernando and Abolhasani, Milad}, year={2022}, month=dec }
@misc{https://doi.org/10.5281/zenodo.5903364,
doi = {10.5281/ZENODO.5903364},
url = {https://zenodo.org/doi/10.5281/zenodo.5903364},
author = {Will Cunningham, and Sankalp Sanand, and Alejandro Esquivel, and Casey Jao, and Faiyaz Hasan, and Venkat Bala, and Prasanna Venkatesh, and Andrew S. Rosen, and Madhur Tandon, and Okechukwu Emmanuel Ochia, and Dave Welsch, and Ara Ghukasyan, and jkanem, and Aravind, and HaimHorowitzAgnostiq, and Ruihao Li, and Scott Wyman Neagle, and valkostadinov, and FilipBolt, and WingCode, and Sayandip Dutta, and Poojith U Rao, and Anna Hughes, and ArunPsiog, and RaviPsiog, and mpvgithub, and Udayan, and sriranjanivenkatesan, },
title = {AgnostiqHQ/covalent: v0.235.1-rc.0},
publisher = {Zenodo},
year = {2024},
copyright = {Creative Commons Attribution 4.0 International}
}
@article{Arnold_2022, title={Cloud labs: where robots do the research}, volume={606}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/d41586-022-01618-x}, DOI={10.1038/d41586-022-01618-x}, number={7914}, journal={Nature}, publisher={Springer Science and Business Media LLC}, author={Arnold, Carrie}, year={2022}, month=jun, pages={612–613} }
@article{Sim_2024, title={ChemOS 2.0: An orchestration architecture for chemical self-driving laboratories}, volume={7}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2024.04.022}, DOI={10.1016/j.matt.2024.04.022}, number={9}, journal={Matter}, publisher={Elsevier BV}, author={Sim, Malcolm and Vakili, Mohammad Ghazi and Strieth-Kalthoff, Felix and Hao, Han and Hickman, Riley J. and Miret, Santiago and Pablo-García, Sergio and Aspuru-Guzik, Alán}, year={2024}, month=sep, pages={2959–2977} }
@article{Maruyama_2022, title={Artificial intelligence for materials research at extremes}, volume={47}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-022-00466-4}, DOI={10.1557/s43577-022-00466-4}, number={11}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Maruyama, B. and Hattrick-Simpers, J. and Musinski, W. and Graham-Brady, L. and Li, K. and Hollenbach, J. and Singh, A. and Taheri, M. L.}, year={2022}, month=nov, pages={1154–1164} }
@article{Gutierrez_2014, title={Evolution of oil droplets in a chemorobotic platform}, volume={5}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/ncomms6571}, DOI={10.1038/ncomms6571}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Gutierrez, Juan Manuel Parrilla and Hinkley, Trevor and Taylor, James Ward and Yanev, Kliment and Cronin, Leroy}, year={2014}, month=dec }
@article{Perkel_2017, title={The Internet of Things comes to the lab}, volume={542}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/542125a}, DOI={10.1038/542125a}, number={7639}, journal={Nature}, publisher={Springer Science and Business Media LLC}, author={Perkel, Jeffrey M.}, year={2017}, month=feb, pages={125–126} }
@article{Bai_2024, title={A derived information framework for a dynamic knowledge graph and its application to smart cities}, volume={152}, ISSN={0167-739X}, url={http://dx.doi.org/10.1016/j.future.2023.10.008}, DOI={10.1016/j.future.2023.10.008}, journal={Future Generation Computer Systems}, publisher={Elsevier BV}, author={Bai, Jiaru and Lee, Kok Foong and Hofmeister, Markus and Mosbach, Sebastian and Akroyd, Jethro and Kraft, Markus}, year={2024}, month=mar, pages={112–126} }
@article{Gongora_2021, title={Using simulation to accelerate autonomous experimentation: A case study using mechanics}, volume={24}, ISSN={2589-0042}, url={http://dx.doi.org/10.1016/j.isci.2021.102262}, DOI={10.1016/j.isci.2021.102262}, number={4}, journal={iScience}, publisher={Elsevier BV}, author={Gongora, Aldair E. and Snapp, Kelsey L. and Whiting, Emily and Riley, Patrick and Reyes, Kristofer G. and Morgan, Elise F. and Brown, Keith A.}, year={2021}, month=apr, pages={102262} }
@article{Lo_2024, title={Review of low-cost self-driving laboratories in chemistry and materials science: the “frugal twin” concept}, volume={3}, ISSN={2635-098X}, url={http://dx.doi.org/10.1039/D3DD00223C}, DOI={10.1039/d3dd00223c}, number={5}, journal={Digital Discovery}, publisher={Royal Society of Chemistry (RSC)}, author={Lo, Stanley and Baird, Sterling G. and Schrier, Joshua and Blaiszik, Ben and Carson, Nessa and Foster, Ian and Aguilar-Granda, Andrés and Kalinin, Sergei V. and Maruyama, Benji and Politi, Maria and Tran, Helen and Sparks, Taylor D. and Aspuru-Guzik, Alán}, year={2024}, pages={842–868} }
@article{H_se_2020, title={Autonomous Titration for Chemistry Classrooms: Preparing Students for Digitized Chemistry Laboratories}, url={http://dx.doi.org/10.26434/chemrxiv.12097908.v1}, DOI={10.26434/chemrxiv.12097908.v1}, publisher={American Chemical Society (ACS)}, author={Häse, Florian and Tamayo-Mendoza, Teresa and Boixo, Carmen and Romero, Jonathan and Roch, Loic and Aspuru-Guzik, Alan}, year={2020}, month=apr }
@article{Goldman_2022, title={Defining Levels of Automated Chemical Design}, volume={65}, ISSN={1520-4804}, url={http://dx.doi.org/10.1021/acs.jmedchem.2c00334}, DOI={10.1021/acs.jmedchem.2c00334}, number={10}, journal={Journal of Medicinal Chemistry}, publisher={American Chemical Society (ACS)}, author={Goldman, Brian and Kearnes, Steven and Kramer, Trevor and Riley, Patrick and Walters, W. Patrick}, year={2022}, month=may, pages={7073–7087} }
@article{Seifrid_2022, title={Reaching critical MASS: Crowdsourcing designs for the next generation of materials acceleration platforms}, volume={5}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2022.05.035}, DOI={10.1016/j.matt.2022.05.035}, number={7}, journal={Matter}, publisher={Elsevier BV}, author={Seifrid, Martin and Hattrick-Simpers, Jason and Aspuru-Guzik, Alán and Kalil, Tom and Cranford, Steve}, year={2022}, month=jul, pages={1972–1976} }
@article{Xie_2021, title={Accelerate Synthesis of Metal–Organic Frameworks by a Robotic Platform and Bayesian Optimization}, volume={13}, ISSN={1944-8252}, url={http://dx.doi.org/10.1021/acsami.1c16506}, DOI={10.1021/acsami.1c16506}, number={45}, journal={ACS Applied Materials & Interfaces}, publisher={American Chemical Society (ACS)}, author={Xie, Yunchao and Zhang, Chi and Deng, Heng and Zheng, Bujingda and Su, Jheng-Wun and Shutt, Kenyon and Lin, Jian}, year={2021}, month=oct, pages={53485–53491} }
@article{Roccapriore_2022, title={Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy}, volume={9}, ISSN={2198-3844}, url={http://dx.doi.org/10.1002/advs.202203422}, DOI={10.1002/advs.202203422}, number={36}, journal={Advanced Science}, publisher={Wiley}, author={Roccapriore, Kevin M. and Kalinin, Sergei V. and Ziatdinov, Maxim}, year={2022}, month=nov }
@article{Baird_2023, title={Build instructions for Closed-loop Spectroscopy Lab: Light-mixing Demo}, url={http://dx.doi.org/10.26434/chemrxiv-2023-xgx5h}, DOI={10.26434/chemrxiv-2023-xgx5h}, publisher={American Chemical Society (ACS)}, author={Baird, Sterling G. and Sparks, Taylor D.}, year={2023}, month=jan }
@article{MacLeod_2022, title={A self-driving laboratory advances the Pareto front for material properties}, volume={13}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/s41467-022-28580-6}, DOI={10.1038/s41467-022-28580-6}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={MacLeod, Benjamin P. and Parlane, Fraser G. L. and Rupnow, Connor C. and Dettelbach, Kevan E. and Elliott, Michael S. and Morrissey, Thomas D. and Haley, Ted H. and Proskurin, Oleksii and Rooney, Michael B. and Taherimakhsousi, Nina and Dvorak, David J. and Chiu, Hsi N. and Waizenegger, Christopher E. B. and Ocean, Karry and Mokhtari, Mehrdad and Berlinguette, Curtis P.}, year={2022}, month=feb }
@article{MacLeod_2020, title={Self-driving laboratory for accelerated discovery of thin-film materials}, volume={6}, ISSN={2375-2548}, url={http://dx.doi.org/10.1126/sciadv.aaz8867}, DOI={10.1126/sciadv.aaz8867}, number={20}, journal={Science Advances}, publisher={American Association for the Advancement of Science (AAAS)}, author={MacLeod, B. P. and Parlane, F. G. L. and Morrissey, T. D. and Häse, F. and Roch, L. M. and Dettelbach, K. E. and Moreira, R. and Yunker, L. P. E. and Rooney, M. B. and Deeth, J. R. and Lai, V. and Ng, G. J. and Situ, H. and Zhang, R. H. and Elliott, M. S. and Haley, T. H. and Dvorak, D. J. and Aspuru-Guzik, A. and Hein, J. E. and Berlinguette, C. P.}, year={2020}, month=may }
@article{Leong_2022, title={An object-oriented framework to enable workflow evolution across materials acceleration platforms}, volume={5}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2022.08.017}, DOI={10.1016/j.matt.2022.08.017}, number={10}, journal={Matter}, publisher={Elsevier BV}, author={Leong, Chang Jie and Low, Kai Yuan Andre and Recatala-Gomez, Jose and Quijano Velasco, Pablo and Vissol-Gaudin, Eleonore and Tan, Jin Da and Ramalingam, Balamurugan and I Made, Riko and Pethe, Shreyas Dinesh and Sebastian, Saumya and Lim, Yee-Fun and Khoo, Zi Hui Jonathan and Bai, Yang and Cheng, Jayce Jian Wei and Hippalgaonkar, Kedar}, year={2022}, month=oct, pages={3124–3134} }
@article{Deneault_2021, title={Toward autonomous additive manufacturing: Bayesian optimization on a 3D printer}, volume={46}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-021-00051-1}, DOI={10.1557/s43577-021-00051-1}, number={7}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Deneault, James R. and Chang, Jorge and Myung, Jay and Hooper, Daylond and Armstrong, Andrew and Pitt, Mark and Maruyama, Benji}, year={2021}, month=apr, pages={566–575} }
@article{Caramelli_2018, title={Networking chemical robots for reaction multitasking}, volume={9}, ISSN={2041-1723}, url={http://dx.doi.org/10.1038/s41467-018-05828-8}, DOI={10.1038/s41467-018-05828-8}, number={1}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Caramelli, Dario and Salley, Daniel and Henson, Alon and Camarasa, Gerardo Aragon and Sharabi, Salah and Keenan, Graham and Cronin, Leroy}, year={2018}, month=aug }
@article{Xie_2023, title={Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation}, volume={132}, ISSN={0079-6425}, url={http://dx.doi.org/10.1016/j.pmatsci.2022.101043}, DOI={10.1016/j.pmatsci.2022.101043}, journal={Progress in Materials Science}, publisher={Elsevier BV}, author={Xie, Yunchao and Sattari, Kianoosh and Zhang, Chi and Lin, Jian}, year={2023}, month=feb, pages={101043} }
@article{Zhao_2023, title={A robotic platform for the synthesis of colloidal nanocrystals}, volume={2}, ISSN={2731-0582}, url={http://dx.doi.org/10.1038/s44160-023-00250-5}, DOI={10.1038/s44160-023-00250-5}, number={6}, journal={Nature Synthesis}, publisher={Springer Science and Business Media LLC}, author={Zhao, Haitao and Chen, Wei and Huang, Hao and Sun, Zhehao and Chen, Zijian and Wu, Lingjun and Zhang, Baicheng and Lai, Fuming and Wang, Zhuo and Adam, Mukhtar Lawan and Pang, Cheng Heng and Chu, Paul K. and Lu, Yang and Wu, Tao and Jiang, Jun and Yin, Zongyou and Yu, Xue-Feng}, year={2023}, month=mar, pages={505–514} }
@article{Roch_2020, title={ChemOS: An orchestration software to democratize autonomous discovery}, volume={15}, ISSN={1932-6203}, url={http://dx.doi.org/10.1371/journal.pone.0229862}, DOI={10.1371/journal.pone.0229862}, number={4}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Roch, Loïc M. and Häse, Florian and Kreisbeck, Christoph and Tamayo-Mendoza, Teresa and Yunker, Lars P. E. and Hein, Jason E. and Aspuru-Guzik, Alán}, editor={Hu, Jianjun}, year={2020}, month=apr, pages={e0229862} }
@article{Nikolaev_2016, title={Autonomy in materials research: a case study in carbon nanotube growth}, volume={2}, ISSN={2057-3960}, url={http://dx.doi.org/10.1038/npjcompumats.2016.31}, DOI={10.1038/npjcompumats.2016.31}, number={1}, journal={npj Computational Materials}, publisher={Springer Science and Business Media LLC}, author={Nikolaev, Pavel and Hooper, Daylond and Webber, Frederick and Rao, Rahul and Decker, Kevin and Krein, Michael and Poleski, Jason and Barto, Rick and Maruyama, Benji}, year={2016}, month=oct }
@article{May_2019, title={A DIY approach to automating your lab}, volume={569}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/d41586-019-01590-z}, DOI={10.1038/d41586-019-01590-z}, number={7757}, journal={Nature}, publisher={Springer Science and Business Media LLC}, author={May, Mike}, year={2019}, month=may, pages={587–588} }
@article{Langner_2020, title={Beyond Ternary OPV: High‐Throughput Experimentation and Self‐Driving Laboratories Optimize Multicomponent Systems}, volume={32}, ISSN={1521-4095}, url={http://dx.doi.org/10.1002/adma.201907801}, DOI={10.1002/adma.201907801}, number={14}, journal={Advanced Materials}, publisher={Wiley}, author={Langner, Stefan and Häse, Florian and Perea, José Darío and Stubhan, Tobias and Hauch, Jens and Roch, Loïc M. and Heumueller, Thomas and Aspuru‐Guzik, Alán and Brabec, Christoph J.}, year={2020}, month=feb }
@article{Baird_2022, title={What is a minimal working example for a self-driving laboratory?}, volume={5}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2022.11.007}, DOI={10.1016/j.matt.2022.11.007}, number={12}, journal={Matter}, publisher={Elsevier BV}, author={Baird, Sterling G. and Sparks, Taylor D.}, year={2022}, month=dec, pages={4170–4178} }
@article{Gongora_2020, title={A Bayesian experimental autonomous researcher for mechanical design}, volume={6}, ISSN={2375-2548}, url={http://dx.doi.org/10.1126/sciadv.aaz1708}, DOI={10.1126/sciadv.aaz1708}, number={15}, journal={Science Advances}, publisher={American Association for the Advancement of Science (AAAS)}, author={Gongora, Aldair E. and Xu, Bowen and Perry, Wyatt and Okoye, Chika and Riley, Patrick and Reyes, Kristofer G. and Morgan, Elise F. and Brown, Keith A.}, year={2020}, month=apr }
@article{Soong_2019, title={Rethinking a Timeless Titration Experimental Setup through Automation and Open-Source Robotic Technology: Making Titration Accessible for Students of All Abilities}, volume={96}, ISSN={1938-1328}, url={http://dx.doi.org/10.1021/acs.jchemed.9b00025}, DOI={10.1021/acs.jchemed.9b00025}, number={7}, journal={Journal of Chemical Education}, publisher={American Chemical Society (ACS)}, author={Soong, Ronald and Agmata, Kyle and Doyle, Tina and Jenne, Amy and Adamo, Antonio and Simpson, Andre J.}, year={2019}, month=may, pages={1497–1501} }
@article{https://doi.org/10.48550/arxiv.2304.13927,
doi = {10.48550/ARXIV.2304.13927},
url = {https://arxiv.org/abs/2304.13927},
author = {Tamura, Ryo and Tsuda, Koji and Matsuda, Shoichi},
keywords = {Materials Science (cond-mat.mtrl-sci), Artificial Intelligence (cs.AI), Robotics (cs.RO), FOS: Physical sciences, FOS: Physical sciences, FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science},
publisher = {arXiv},
year = {2023},
copyright = {Creative Commons Attribution 4.0 International}
}
@article{Johnson_2015, title={PLACE: An Open-Source Python Package for Laboratory Automation, Control, and Experimentation}, volume={20}, ISSN={2472-6303}, url={http://dx.doi.org/10.1177/2211068214553022}, DOI={10.1177/2211068214553022}, number={1}, journal={SLAS Technology}, publisher={Elsevier BV}, author={Johnson, Jami L. and tom Wörden, Henrik and van Wijk, Kasper}, year={2015}, month=feb, pages={10–16} }
@article{Seifrid_2022, title={Autonomous Chemical Experiments: Challenges and Perspectives on Establishing a Self-Driving Lab}, volume={55}, ISSN={1520-4898}, url={http://dx.doi.org/10.1021/acs.accounts.2c00220}, DOI={10.1021/acs.accounts.2c00220}, number={17}, journal={Accounts of Chemical Research}, publisher={American Chemical Society (ACS)}, author={Seifrid, Martin and Pollice, Robert and Aguilar-Granda, Andrés and Morgan Chan, Zamyla and Hotta, Kazuhiro and Ser, Cher Tian and Vestfrid, Jenya and Wu, Tony C. and Aspuru-Guzik, Alán}, year={2022}, month=aug, pages={2454–2466} }
@article{Stach_2021, title={Autonomous experimentation systems for materials development: A community perspective}, volume={4}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2021.06.036}, DOI={10.1016/j.matt.2021.06.036}, number={9}, journal={Matter}, publisher={Elsevier BV}, author={Stach, Eric and DeCost, Brian and Kusne, A. Gilad and Hattrick-Simpers, Jason and Brown, Keith A. and Reyes, Kristofer G. and Schrier, Joshua and Billinge, Simon and Buonassisi, Tonio and Foster, Ian and Gomes, Carla P. and Gregoire, John M. and Mehta, Apurva and Montoya, Joseph and Olivetti, Elsa and Park, Chiwoo and Rotenberg, Eli and Saikin, Semion K. and Smullin, Sylvia and Stanev, Valentin and Maruyama, Benji}, year={2021}, month=sep, pages={2702–2726} }
@article{Lee_2022, title={An automated biomateriomics platform for sustainable programmable materials discovery}, volume={5}, ISSN={2590-2385}, url={http://dx.doi.org/10.1016/j.matt.2022.10.003}, DOI={10.1016/j.matt.2022.10.003}, number={11}, journal={Matter}, publisher={Elsevier BV}, author={Lee, Nicolas A. and Shen, Sabrina C. and Buehler, Markus J.}, year={2022}, month=nov, pages={3597–3613} }
@article{Abolhasani_2023, title={Role of AI in experimental materials science}, volume={48}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-023-00482-y}, DOI={10.1557/s43577-023-00482-y}, number={2}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Abolhasani, Milad and Brown, Keith A.}, year={2023}, month=feb, pages={134–141} }
@article{Yang_2021, title={Augmented Titration Setup for Future Teaching Laboratories}, volume={98}, ISSN={1938-1328}, url={http://dx.doi.org/10.1021/acs.jchemed.0c01394}, DOI={10.1021/acs.jchemed.0c01394}, number={3}, journal={Journal of Chemical Education}, publisher={American Chemical Society (ACS)}, author={Yang, Fan and Lai, Veronica and Legard, Kea and Kozdras, Stephanie and Prieto, Paloma L. and Grunert, Shad and Hein, Jason E.}, year={2021}, month=feb, pages={876–881} }
@article{Green_2022, title={Autonomous (AI-driven) materials science}, volume={9}, ISSN={1931-9401}, url={http://dx.doi.org/10.1063/5.0118872}, DOI={10.1063/5.0118872}, number={3}, journal={Applied Physics Reviews}, publisher={AIP Publishing}, author={Green, Martin L. and Maruyama, Benji and Schrier, Joshua}, year={2022}, month=sep }
@article{Ohkubo_2021, title={Realization of closed-loop optimization of epitaxial titanium nitride thin-film growth via machine learning}, volume={16}, ISSN={2542-5293}, url={http://dx.doi.org/10.1016/j.mtphys.2020.100296}, DOI={10.1016/j.mtphys.2020.100296}, journal={Materials Today Physics}, publisher={Elsevier BV}, author={Ohkubo, I. and Hou, Z. and Lee, J.N. and Aizawa, T. and Lippmaa, M. and Chikyow, T. and Tsuda, K. and Mori, T.}, year={2021}, month=jan, pages={100296} }
@misc{https://doi.org/10.48550/arxiv.2309.00544,
doi = {10.48550/ARXIV.2309.00544},
url = {https://arxiv.org/abs/2309.00544},
author = {Lunt, Amy. M. and Fakhruldeen, Hatem and Pizzuto, Gabriella and Longley, Louis and White, Alexander and Rankin, Nicola and Clowes, Rob and Alston, Ben and Gigli, Lucia and Day, Graeme M. and Cooper, Andrew I. and Chong, Sam. Y.},
keywords = {Robotics (cs.RO), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Modular, Multi-Robot Integration of Laboratories: An Autonomous Solid-State Workflow for Powder X-Ray Diffraction},
publisher = {arXiv},
year = {2023},
copyright = {Creative Commons Attribution 4.0 International}
}
@article{Saar_2022, title={The LEGOLAS Kit: A low-cost robot science kit for education with symbolic regression for hypothesis discovery and validation}, volume={47}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-022-00430-2}, DOI={10.1557/s43577-022-00430-2}, number={9}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Saar, Logan and Liang, Haotong and Wang, Alex and McDannald, Austin and Rodriguez, Efrain and Takeuchi, Ichiro and Kusne, A. Gilad}, year={2022}, month=sep, pages={881–885} }
@article{Pomberger_2023, title={Automated pH Adjustment Driven by Robotic Workflows and Active Machine Learning}, volume={451}, ISSN={1385-8947}, url={http://dx.doi.org/10.1016/j.cej.2022.139099}, DOI={10.1016/j.cej.2022.139099}, journal={Chemical Engineering Journal}, publisher={Elsevier BV}, author={Pomberger, A. and Jose, N. and Walz, D. and Meissner, J. and Holze, C. and Kopczynski, M. and Müller-Bischof, P. and Lapkin, A.A.}, year={2023}, month=jan, pages={139099} }
@article{Peng_2023, title={Next-generation intelligent laboratories for materials design and manufacturing}, volume={48}, ISSN={1938-1425}, url={http://dx.doi.org/10.1557/s43577-023-00481-z}, DOI={10.1557/s43577-023-00481-z}, number={2}, journal={MRS Bulletin}, publisher={Springer Science and Business Media LLC}, author={Peng, Xiting and Wang, Xiaonan}, year={2023}, month=feb, pages={179–185} }
@article{Steiner_2019, title={Organic synthesis in a modular robotic system driven by a chemical programming language}, volume={363}, ISSN={1095-9203}, url={http://dx.doi.org/10.1126/science.aav2211}, DOI={10.1126/science.aav2211}, number={6423}, journal={Science}, publisher={American Association for the Advancement of Science (AAAS)}, author={Steiner, Sebastian and Wolf, Jakob and Glatzel, Stefan and Andreou, Anna and Granda, Jarosław M. and Keenan, Graham and Hinkley, Trevor and Aragon-Camarasa, Gerardo and Kitson, Philip J. and Angelone, Davide and Cronin, Leroy}, year={2019}, month=jan }
@article{King_2004, title={Functional genomic hypothesis generation and experimentation by a robot scientist}, volume={427}, ISSN={1476-4687}, url={http://dx.doi.org/10.1038/nature02236}, DOI={10.1038/nature02236}, number={6971}, journal={Nature}, publisher={Springer Science and Business Media LLC}, author={King, Ross D. and Whelan, Kenneth E. and Jones, Ffion M. and Reiser, Philip G. K. and Bryant, Christopher H. and Muggleton, Stephen H. and Kell, Douglas B. and Oliver, Stephen G.}, year={2004}, month=jan, pages={247–252} }
@article{Coley_2020, title={Autonomous Discovery in the Chemical Sciences Part II: Outlook}, volume={59}, ISSN={1521-3773}, url={http://dx.doi.org/10.1002/anie.201909989}, DOI={10.1002/anie.201909989}, number={52}, journal={Angewandte Chemie International Edition}, publisher={Wiley}, author={Coley, Connor W. and Eyke, Natalie S. and Jensen, Klavs F.}, year={2020}, month=jun, pages={23414–23436} }
@article{Montoya_2022, title={Toward autonomous materials research: Recent progress and future challenges}, volume={9}, ISSN={1931-9401}, url={http://dx.doi.org/10.1063/5.0076324}, DOI={10.1063/5.0076324}, number={1}, journal={Applied Physics Reviews}, publisher={AIP Publishing}, author={Montoya, Joseph H. and Aykol, Muratahan and Anapolsky, Abraham and Gopal, Chirranjeevi B. and Herring, Patrick K. and Hummelshøj, Jens S. and Hung, Linda and Kwon, Ha-Kyung and Schweigert, Daniel and Sun, Shijing and Suram, Santosh K. and Torrisi, Steven B. and Trewartha, Amalie and Storey, Brian D.}, year={2022}, month=jan }