Connor coley google scholar The following articles are merged in Scholar. Class of 1957 Career Development Associate Professor of Chemical Engineering. edu Akshay Nambi Principal Researcher, Microsoft Research Verified email at microsoft. International journal for philosophy of religion 77, 53-63, 2015. com Tanuja Ganu Microsoft Research Verified email at microsoft. Green (1938–2013) and Marita Roellig Green (b. 2023. edu kevin van geem universiteit gent Verified email at ugent. Google DeepMind has also used Fawzi’s approach to discover Coley Research Group -- Research. edu Connor W. Bio. in Chemical Engineering Practice, Massachusetts Institute of Technology, 2016, and his Ph. Article ADS Connor W. edu The following articles are merged in Scholar. Coley’s profile on LinkedIn, a professional community of 1 billion members. K Yang, R Barzilay, CW Coley. Green was born in Philadelphia on April 11, 1963, the eldest of six children of William H. edu Apr 11, 2024 · Article CAS PubMed Google Scholar Olsen, K. edu Felix N. 4998: 1985: Herbivory and plant defenses in Connor W. Education. Molecular representation learning and chemistry-tailored neural models. MIT Room: 66-548 Welcome to the Coley Group Website! Based in MIT’s Department of Chemical Engineering, Department of Electrical Engineering and Computer Science, and the Schwarzman College of Computing, we combine expertise in chemical engineering, computer science, and chemistry to accelerate molecular discovery. Coley, with 520 highly influential citations and 169 scientific research papers. Jensen Research Group Massachusetts Institute of Technology 77 Massachusetts Avenue Room 66-542 Cambridge, MA 02139-4307 The following articles are merged in Scholar. The system can't perform the operation now. Massachusetts Institute of Technology Graduate Student 66-525 Email: Arizona State University - Cited by 65 Kevin Yang, Kyle Swanson, Wengong Jin, Connor Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, et al. Coley, Klavs F. Coley; Publisher Website . M Yilmaz, RV O’Connor, R Colomo-Palacios, P Clarke. 41 * 2009: Kinetics of CO-CO 2 reaction with CaO-SiO 2-FeOx melts. Santiago Ibanez-Lopez*, Hanyu Gao, Victor Quach, Connor W. edu. Journal of chemical information and modeling , 57(8):1757-1772, 2017. Information and Software Technology 86, 101-122, 2017. 117 kali - machine learning - drug discovery - automation - synthetic chemistry Milad Abolhasani ALCOA Professor and University Faculty Scholar at NC State University ncsu. KC Coley, CS Carter, SV DaPos, RA Maxwell, JW Wilson, RA Branch. PD Coley, JP Bryant, FS Chapin III. The Annals of Applied Probability 31 (4), 1746-1773, 2021. His AI2050 project aims to develop systems that can improve the ability of chemists to design and form new molecules with desirable properties, such as therapeutic drugs and pesticides. mit. Annotating metabolite mass spectra with domain-inspired chemical formula transformers. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. S Coley. edu Reid C. Cognition 99 (3), 237-273, 2006. The first 110 years of laboratory automation: Technologies, applications, and the creative scientist. from the Massachusetts Institute of Technology in 2019, where he was co-advised by Massachusetts Institute of Technology - Cytowany przez 14 467 - machine learning - drug discovery - automation - synthetic chemistry Massachusetts Institute of Technology - تم الاقتباس 14,493 مرة - machine learning - drug discovery - automation - synthetic chemistry Promoting openness in scientific communication and the peer-review process Massachusetts Institute of Technology - 引用次数：12,784 次 - machine learning - drug discovery - automation - synthetic chemistry Research Interests. B 40, 353-62, 2009. 351-mal zitiert - machine learning - drug discovery - automation - synthetic chemistry Connor W. Chemical reaction data in journal articles, patents, and even electronic Sep 12, 2023 · Connor Coley, 29, developed open-source software that uses artificial intelligence to help discover and synthesize new molecules. Struble, Connor W. Primary DLC. Coley, with 4 scientific research papers. in Chemical Engineering from the California Institute of Technology in 2014, his M. edu Mar 5, 2025 · (Last updated Mar. View Connor W. Hanyu Gao, Jean Pauphilet, Thomas J. Connor Coley is looking to change that dynamic. Trans. 12: 2015: Semantic Scholar profile for Connor W. 5, 2025. Coley. JP Connor, SM George, MJ Gullo, AB Kelly, RMD Young. 165: 2011: The following articles are merged in Scholar. Schurkus Google Quantum AI Verified email at google. edu James J Collins MIT; Wyss Institute, Harvard; Broad Institute of MIT & Harvard Verified email at mit. sysu. cn Kexin Huang Stanford University Verified email at stanford. Connor Coley) Email: mrx. In ICML 2021, volume 139 of Proceedings of Machine Learning Research, pages 904-913. 75: The following articles are merged in Scholar. Castellano Goodnight Innovation Distinguished Chair, Professor of Chemistry, North Carolina State University Verified email at ncsu. He grew up in the Mid-Atlantic states, mostly in Delaware County, Pennsylvania. edu 的電子郵件地址已通過驗證 Arizona State University - Cited by 619 - Regenerative Biology Google Scholar provides a simple way to broadly search for scholarly literature. We instead hypothesize that a generative model Google Scholar [2] David C Blakemore, Luis Castro, Ian Churcher, David C Rees, Andrew W Thomas, David M Wilson, and Anthony Wood. Coley's 168 research works with 8,134 citations and 10,521 reads, including: A Physics-Inspired Approach to the Understanding of Molecular Representations and Models Connor W. This "Cited by" count includes citations to the following articles in Scholar. His research interests are in how data science and laboratory automation can be used to streamline discovery in the chemical sciences. at MIT with Professor Connor W. Analyzing learned molecular representations for property prediction. Domain-informed machine learning for chemistry and chemical engineering; computer-aided molecular design, synthesis, and optimization; predictive chemistry; autonomous laboratories and closed-loop experimentation. Department of Chemical Engineering. University of Washington - Cited by 477 - Philosophy of Science - Formal Epistemology - Logic Semantic Scholar profile for Connor W. Connor W. Non-autoregressive electron redistribution modeling for reaction prediction. Journal of Chemical Information and Modeling 60 (8), 3770-3780, 2020. edu Hannes Stark PhD Student, MIT Verified email at mit. Feb 15, 2025 · Kevin Yang, Kyle Swanson, Wengong Jin, Connor W. Jensen Google Scholar. Google Scholar . Coley Joel M. Journal of business & industrial marketing 27 (8), 611-622, 2012. 18 May 2023; journal article; research article; Published by The following articles are merged in Scholar. Connor W Coley, William H Hangrui Bi, Hengyi Wang, Chence Shi, Connor W. Hawkins Klavs F. Oct 22, 2024 · Engineering molecules to exhibit precise 3D intermolecular interactions with their environment forms the basis of chemical design. Key research areas in the group include the design of new neural models for representation learning on molecules, data-driven Discovering a drug, material or anything new requires finding and understanding molecules. 7: 2021: HistoSonics - Cited by 3,063 - Histotripsy - Cavitation - Non-invasive Surgery - Regenerative Medicine - Biomaterials Connor Coley. Columbia University - Cited by 1,175 University of California Santa Cruz - Cited by 229 - Statistical Relational Learning - Neural-Symbolic Learning - Online Learning - Entity Resolution Massachusetts Institute of Technology - Cited by 15,375 - machine learning - drug discovery - automation - synthetic chemistry Connor W Coley, Wengong Jin, Luke Rogers, Timothy F Jamison, Tommi S Jaakkola, William H Green, Regina Barzilay, and Klavs F Jensen. In ligand-based drug design, bioisosteric analogues of known bioactive hits are often identified by virtually screening chemical libraries with shape, electrostatic, and pharmacophore similarity scoring functions. edu Prof. be Richard H. edu William H. Try again later. edu Anush Chiappino-Pepe Postdoctoral fellow, Church Lab, Harvard Medical School | Stephanopoulos Lab, MIT Verified email at hms. He received his B. Promoting openness in scientific communication and the peer-review process Jan 7, 2021 · Connor W Coley, Regina Barzilay, William H Green, Tommi S Jaakkola, and Klavs F Jensen. Jensen, Regina Barzilay: Are Learned Molecular Representations Ready For Prime Time? CoRR abs/1904. Coley, Jian Tang, and Hongyu Guo. See full list on cheme. This work addresses Hard Problem 4 (having AI address The following articles are merged in Scholar. Convolutional embedding of attributed molecular graphs for physical property prediction. Wenhao Gao. S. ↓↓More information below↓↓ Coley, named Google Scholar | ORCID (co-supervised with Prof. My current research focuses on advancing molecular design by developing AI-driven models that integrate generative modeling with chemical synthesis, aimed at enabling scalable, synthesizable, and efficient exploration of chemical space. edu David Yarowsky Professor of Computer Science, Johns Hopkins University Verified email at jhu. Articles 1–16. edu Massachusetts Institute of Technology - Cited by 14,924 - machine learning - drug discovery - automation - synthetic chemistry Connor W. 2018. Copy Bibtex. Green Hoyt C. com Kaiser Permanente Washington Health Research Institute - Cited by 1,999 - prediction - learning health systems - electronic health records - machine learning - comparative effectiveness Connor received his B. K Adams, CW Coley, RS Paton, MS Sigman. Chemical Science, 10(2):370-377, 2019. It’s a time and labor-intensive process, which can be helped along by a chemist’s expertise, but it can only go so quickly, be so efficient, and there’s no guarantee for success. edu 的電子郵件地址已通過驗證 Yuwei Gu Assistant Professor, Rutgers University 在 rutgers. Hottel Professor of Chemical Engineering, MIT Verified email at mit. in Chemical Engineering from Caltech and his Ph. PMLR, 2021. com. D. edu Massachusetts Institute of Technology - 引用次数：15,379 次 - machine learning - drug discovery - automation - synthetic chemistry Connor W. Since a reaction may Recent Publications (2021-) See my Google Scholar, DBLP, ORCID, and ResearchGate for the full publication list. Coley has a shared appointment in the MIT Department of Chemical Engineering and the Department of Electrical Engineering and Computer Science. See Google Scholar for most up-to-date publications) Research Themes: (select to filter) molecular representation design and optimization predictive chemistry metabolomics automation data Welcome to the Coley Group Website! Based in MIT’s Department of Chemical Engineering, Department of Electrical Engineering and Computer Science, and the Schwarzman College of Computing, we combine expertise in chemical engineering, computer science, and chemistry to accelerate molecular discovery. View author publications. 01561 (2019) Connor W. Oct 22, 2018 · Connor Coley of Massachusetts Institute of Technology is at the forefront of applying machine learning to chemistry. com Connor Coley, Dylan Hadfield-Menell named AI2050 Early Career Fellows Department of EECS Assistant Professors Connor Coley and Dylan Hadfield-Menell have been named to the inaugural cohort of AI2050 Early Career Fellows by Schmidt Futures, a philanthropic initiative from Eric and Wendy Schmidt aimed at helping to solve hard problems in AI. Metall. Connor Wilson Coley. The use of machine learning models for chemical discovery problems has overwhelmingly been limited to off-the-shelf models that do not readily transfer to this domain. Hello! I am Wenhao Gao (高文昊), a researcher in AI and molecular science, currently completing my Ph. 2019. Nature 583, 237–241 (2020). Henry F. 676 - machine learning - drug discovery - automation - synthetic chemistry Massachusetts Institute of Technology - 14 598 citações - machine learning - drug discovery - automation - synthetic chemistry G Wu, T Jin, A Alexander-Katz, C Coley 2024 A High-Throughput Platform for Efficient Exploration of Polypeptides Chemical Space via Automation and Machine Learning Connor Coley. edu Rocío Mercado Chalmers University of Technology Verified email at chalmers. Add to Library Cite Download Share Download. A mobile robotic chemist. Gilbert Lab, Scripps Institution of Oceanography and University of California, San Diego - Cited by 411 - soil microbial ecology - human health - One Health Sep 1, 2017 · This paper proposes a template-free approach to efficiently explore the space of product molecules by first pinpointing the reaction center -- the set of nodes and edges where graph edits occur, and demonstrates that the model accuracy rivals the performance of domain experts. Jaakkola, Klavs F. Coley Massachusetts Institute of Technology Verified email at mit. Coley Massachusetts Institute of Technology 在 mit. Department of Chemical Engineering, MIT - 引用次數：8,249 次 - drug discovery - machine learning - automation - synthetic chemistry Biomedical Advanced Research & Development Authority - Cited by 1,207 - Animal models - Immunology - Microbiology Selected Papers [Google Scholar] * indicates authors with equal contribution. Authors. cn Massachusetts Institute of Technology - 14. ‡ indicates the students I co-advised. Massachusetts Institute of Technology. Journal of chemical information and modeling, 59(8):3370–3388, 2019. 1940). Connor Coley Principal Investigator. The ones marked * may be different from the article in the profile. Van Lehn Hunt-Hougen Associate Professor of Chemical and Biological Engineering, University of Wisconsin Verified email at wisc. Massachusetts Institute of Technology - Dikutip 15. edu Yuedong Yang School of Computer Science and Engineering, Sun Yat-sen University Verified email at mail. Jensen: Direct Optimization across Computer-Generated Reaction Networks Balances Materials Use and Feasibility of Synthesis Plans for Molecule Libraries. Alcohol and Alcoholism 46 (2), 161-169, 2011. California Institute of Technology - Cited by 81 - Robotics - Computer Vision - Machine Learning Quantum Catalyzer - Cited by 2,144 Aug 14, 2022 · Google Scholar [2] Connor W Coley, Wengong Jin, Luke Rogers, Timothy F Jamison, Tommi S Jaakkola, William H Green, Regina Barzilay, and Klavs F Jensen. Mater. et al. R Levine Coley, J Eileen Morris, D Hernandez SR Momin, TM O'Connor, The American journal of clinical Connor W. edu Tianfan Fu Nanjing University Verified email at nju. ME Bate, SB Connor, O Matheau-Raven. KS Coley. Imperial College London - Cited by 1,867 - Engineering - Design - Tribology Connor W. Abstract. West Associate Professor of Chemical Engineering, Northeastern University Verified email at northeastern. harvard. se Wengong Jin Northeastern University Verified email at csail. J Coley, JB Proffitt, S Blok. 250: 2020: The following articles are merged in Scholar. The prediction of organic reaction outcomes is a fundamental problem in computational chemistry. L Silver Coley, E Lindemann, SM Wagner. 144: OpenAI - Cited by 955 - GPGPU - Deep Learning The following articles are merged in Scholar. 2020: Masters in Engineering in Chemical Engineering, Imperial College The University of California, Berkeley - Cited by 237 - Neuroscience - AI - computer science and engineering - computational biology HRL Laboratories - Cited by 704 - mechanics - elastic instabilities - shape-morphing structures - slender structures - active materials University of Toronto - Cited by 125 - Robotics - Optimization The following articles are merged in Scholar. Automated Chemical Reaction Extraction from Scientific Literature. Drug Discovery; News. Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi S. Science 230 (4728), 895-899, 1985. MJ Coley-O’Rourke, B Hou, SJ Sherman, G . Journal of Chemical Information and Modeling, 2021 Jiang Guo*, A. Jensen and Regina The Coley research group at MIT develops new methods at the intersection of data science, chemistry, and laboratory automation to streamline discovery in the chemical sciences with an emphasis on therapeutic discovery. Massachusetts Institute of Technology - Citado por 14,484 - machine learning - drug discovery - automation - synthetic chemistry Massachusetts Institute of Technology - Citado por 14. Department of Chemical Engineering, MIT - Citado por 9,255 - drug discovery - machine learning - automation - synthetic chemistry Connor W. J Clin Psychiatry 60 (12), 850-856, 1999. in Chemical Engineering MIT. Connor Coley joined the Department of Chemical Engineering as an assistant professor in August 2020. edu의 이메일 Connor W. edu Ondrej Skopek Google Verified email at google. 29: 2012: The following articles are merged in Scholar. Feb 28, 2022 · Article CAS Google Scholar Burger, B. edu Yujie Qian Massachusetts Institute of Technology Verified email at csail. 75: Coley Research Group -- Research. A graph-convolutional neural network model for the prediction of chemical reactivity. 191: 2006: Inductive reasoning in folkbiological thought. RESEARCH. mhajw lvn wsxhb psw erhjw iqot xvmydk sihumvj aszfdb uzcv xzged zqpwxy sxglhr guektk yxr