Connor W. Coley (@cwcoley) 's Twitter Profile
Connor W. Coley

@cwcoley

Assistant Professor @MITChemE & @MITEECS | ChE, Chem, AI/ML, etc. for accelerating molecular synthesis and discovery | coley.mit.edu | he/him

ID: 1002688565946601472

calendar_today01-06-2018 23:09:17

567 Tweet

5,5K Followers

989 Following

Qianxiang Ai (@qaialex) 's Twitter Profile Photo

Use LLM to parse free text synthesis recipes to structured data! With only 300 training pairs, the fine tuned model can already pick up chemical identities/amounts and generate valid JSON in ORD schema. Check out our video demo!

Connor W. Coley (@cwcoley) 's Twitter Profile Photo

Abstracts are due April 4th for the Fall ACS meeting! Consider submitting to our 5th symposium on "Machine Learning and AI for Organic Chemistry" @ callforabstracts.acs.org/acsfall2023/CI… | Any and all talks at the intersection of data science and organic chemistry (incl. #compchem) are welcome

Acceleration Consortium (AC) (@acceleration_c) 's Twitter Profile Photo

WE'RE #HIRING! Come join the Acceleration Consortium team in #Toronto and become part of a world leading hub for #AI for science. We are looking for: ✔️Staff Scientists : bit.ly/ac-staff-sci ✔️Senior Staff Scientists: bit.ly/ac-senior-sci Apply now!

WE'RE #HIRING! Come join the Acceleration Consortium team in #Toronto and become part of a world leading hub for #AI for science. We are looking for:
✔️Staff Scientists : bit.ly/ac-staff-sci
✔️Senior Staff Scientists: bit.ly/ac-senior-sci
Apply now!
NSF Center for Computer Assisted Synthesis (@nsf_ccas) 's Twitter Profile Photo

We are happy to share our cohort of C-CAS Summer Undergraduate Research fellows! We are excited to learn with them this summer. Special shout out to Sigman Lab Toste Group Gabe Gomes Connor W. Coley Robert Paton and Abby Doyle for hosting these scholars. #UndergradResearch #NSFFunded

We are happy to share our cohort of C-CAS Summer Undergraduate Research fellows! We are excited to learn with them this summer. Special shout out to <a href="/Sigman_Lab/">Sigman Lab</a> <a href="/Toste_Group/">Toste Group</a> <a href="/gabepgomes/">Gabe Gomes</a> <a href="/cwcoley/">Connor W. Coley</a> <a href="/bobbypaton/">Robert Paton</a> and Abby Doyle for hosting these scholars.
#UndergradResearch
#NSFFunded
Connor W. Coley (@cwcoley) 's Twitter Profile Photo

Congratulations to Dr. David Graff, who successfully defended his PhD this morning less than 24 hours after running the Boston marathon!

Congratulations to Dr. David Graff, who successfully defended his PhD this morning less than 24 hours after running the Boston marathon!
MIT ChemE Dept (@mitcheme) 's Twitter Profile Photo

2023 Rising Stars in ChemE application now open! Early-career women interested in ChemE faculty careers encouraged to apply for this fall workshop. Apps due May 15. ow.ly/rxMR50NQE98 MIT School of Engineering American Institute of Chemical Engineers (AIChE) NOBCChE Official SWE

2023 Rising Stars in ChemE application now open! Early-career women interested in ChemE faculty careers encouraged to apply for this fall workshop. Apps due May 15. ow.ly/rxMR50NQE98 <a href="/MITEngineering/">MIT School of Engineering</a> <a href="/ChEnected/">American Institute of Chemical Engineers (AIChE)</a> <a href="/NOBCChE/">NOBCChE Official</a> <a href="/SWEtalk/">SWE</a>
J Org Chem/Org Lett (@joc_ol) 's Twitter Profile Photo

Everyone loses when we discard negative data, but what does it truly mean? Authors NSF Center for Computer Assisted Synthesis AstraZeneca MIT ChemE Dept @NDScience describe four categories of reaction outcome we should all know about. Read all about it in J Org Chem/Org Lett doi.org/10.1021/acs.or…; doi.org/10.1021/acs.jo…

Everyone loses when we discard negative data, but what does it truly mean? Authors <a href="/NSF_CCAS/">NSF Center for Computer Assisted Synthesis</a> <a href="/AstraZeneca/">AstraZeneca</a> <a href="/MITChemE/">MIT ChemE Dept</a> @NDScience describe four categories of reaction outcome we should all know about. Read all about it in <a href="/JOC_OL/">J Org Chem/Org Lett</a> doi.org/10.1021/acs.or…; doi.org/10.1021/acs.jo…
Evan Zhao (@evanzhao6) 's Twitter Profile Photo

I will be leading the development of Oddity Labs in Boston as Oddity's new Chief Science Officer. Forward! businesswire.com/news/home/2023….

Connor W. Coley (@cwcoley) 's Twitter Profile Photo

Very excited to announce our preprint on "ICEBERG": a model to predict tandem mass spectra from molecular structure. Learning to simulate fragmentation events and estimate intensities leads to SOTA performance -- see Sam's thread for a full summary! arxiv.org/abs/2304.13136

JCIM & JCTC Journals (@jcim_jctc) 's Twitter Profile Photo

MolScribe: Robust Molecular Structure Recognition with Image-to-Graph Generation #compchem #cheminformatics pubs.acs.org/doi/10.1021/ac… Yujie Qian Jiang Guo Zhengkai Tu Connor W. Coley Regina Barzilay Vol63 Issue7 #JCIM #MachineLearning #deeplearning

MolScribe: Robust Molecular Structure Recognition with Image-to-Graph Generation #compchem #cheminformatics 
pubs.acs.org/doi/10.1021/ac… 
<a href="/Yujie_Qian/">Yujie Qian</a> <a href="/jiangfeng1124/">Jiang Guo</a> <a href="/ZhengkaiTu/">Zhengkai Tu</a> <a href="/cwcoley/">Connor W. Coley</a> <a href="/BarzilayRegina/">Regina Barzilay</a> 
Vol63 Issue7 #JCIM #MachineLearning #deeplearning
Connor W. Coley (@cwcoley) 's Twitter Profile Photo

Just published: see our new Comment in Nature Computational Science with Wenhao Sun on "The promise and pitfalls of AI for molecular and materials synthesis" -- read for free at rdcu.be/dcrTA

Just published: see our new Comment in <a href="/NatComputSci/">Nature Computational Science</a> with <a href="/drwenhaosun/">Wenhao Sun</a> on "The promise and pitfalls of AI for molecular and materials synthesis" -- read for free at rdcu.be/dcrTA
MIT Jameel Clinic for AI & Health (@aihealthmit) 's Twitter Profile Photo

The authors of MolScribe, which uses AI for molecular structure recognition, now present RxnScribe, a model which goes a step further by extracting reaction diagrams & predicting reactions in new diagrams. Paper: arxiv.org/abs/2305.11845 Code: github.com/thomas0809/Rxn…

The authors of MolScribe, which uses AI for molecular structure recognition, now present RxnScribe, a model which goes a step further by extracting reaction diagrams &amp; predicting reactions in new diagrams.
Paper: arxiv.org/abs/2305.11845 
Code: github.com/thomas0809/Rxn…
MIT Jameel Clinic for AI & Health (@aihealthmit) 's Twitter Profile Photo

We're excited to announce the launch of the 1st #JameelClinic AI & Health Summer Program! This rigorous 1-week program is tailored to rising 10th-12th graders w/ a strong interest in AI + medicine. The deadline for applications is June 5, 2023. Apply now: jclinic.mit.edu/hssummerprogram

We're excited to announce the launch of the 1st #JameelClinic AI &amp; Health Summer Program! This rigorous 1-week program is tailored to rising 10th-12th graders w/ a strong interest in AI + medicine. The deadline for applications is June 5, 2023. 
Apply now: jclinic.mit.edu/hssummerprogram
Connor W. Coley (@cwcoley) 's Twitter Profile Photo

See our new perspective in JCIM on successful data sharing initiatives in chemistry and the implications for organic reaction data and the Open Reaction Database: pubs.acs.org/doi/10.1021/ac… (with Steven Kearnes and Rocío Mercado)

Shuiwang Ji (@shuiwangji) 's Twitter Profile Photo

Excited to share our latest survey paper: "Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems"! 🚀 ArXiv: arxiv.org/abs/2307.08423.