Connor W. Coley

Also affiliated with IIT@MIT, Massachusetts Institute of Technology

Materials ScienceComputer ScienceEngineeringBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 17 papers. Top paper: “Extracting structured data from organic synthesis procedures using a fine-tuned large language model”.

Extracting structured data from organic synthesis procedures using a fine-tuned large language model

Digital Discovery(2024)10.1039/d4dd00091a

N/A

1.2DataRank · unranked

30 citations

Fanwang Meng, Jiale Shi, Brenden G. Pelkie, Connor W. Coley, Qianxiang Ai

Rapid prediction of conformationally-dependent DFT-level descriptors using graph neural networks for carboxylic acids and alkyl amines

Digital Discovery(2024)10.1039/d4dd00284a

N/A

0.564DataRank · unranked

17 citations

Melissa A. Hardy, Shree Sowndarya S. V., Keir Adams, Connor W. Coley, Robert S. Paton +2 more

PyLabRobot: An open-source, hardware-agnostic interface for liquid-handling robots and accessories

Device(2023)10.1016/j.device.2023.100111

N/A

0DataRank · unranked

43 citations

Stefan Golas, Wilson Ho, Connor W. Coley, Kevin M. Esvelt, Rick P. Wierenga

PyLabRobot: An Open-Source, Hardware Agnostic Interface for Liquid-Handling Robots and Accessories

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.07.10.547733

N/A

0DataRank · unranked

0 citations

Stefan Golas, Wilson Ho, Connor W. Coley, Kevin M. Esvelt, Rick P. Wierenga

Extracting Structured Data from Organic Synthesis Procedures Using a Fine-Tuned Large Language Model

ChemRxiv(2024)10.26434/chemrxiv-2024-979fz

N/A

0DataRank · unranked

8 citations

Fanwang Meng, Jiale Shi, Brenden G. Pelkie, Connor W. Coley, Qianxiang Ai

Rapid Prediction of Conformationally-Dependent DFT-Level Descriptors using Graph Neural Networks for Carboxylic Acids and Alkyl Amines

ChemRxiv(2024)10.26434/chemrxiv-2024-m5bpn

N/A

0DataRank · unranked

4 citations

Melissa A. Hardy, Shree Sowndarya S. V., Keir Adams, Connor W. Coley, Robert S. Paton +2 more

Batched Bayesian optimization by maximizing the probability of including the optimum

arXiv (Cornell University)(2024)10.48550/arxiv.2410.06333

N/A

0DataRank · unranked

2 citations

Runzhong Wang, Mrunali Manjrekar, Austin Tripp, José Miguel Hernández-Lobato, Connor W. Coley +1 more

Schedule Optimization for Chemical Library Synthesis

ChemRxiv(2024)10.26434/chemrxiv-2024-0n73z

N/A

0DataRank · unranked

0 citations

Fanwang Meng, Runzhong Wang, Joachim Klein, Alexander G. Godfrey, Connor W. Coley +1 more

Schedule Optimization for Chemical Library Synthesis

ChemRxiv(2024)10.26434/chemrxiv-2024-0n73z-v2

N/A

0DataRank · unranked

0 citations

Fanwang Meng, Runzhong Wang, Joachim Klein, Alexander G. Godfrey, Connor W. Coley +1 more

A generative deep learning approach to de novo antibiotic design

Cell(2025)10.1016/j.cell.2025.07.033

N/A

0DataRank · unranked

66 citations

Melis N. Anahtar, Jacqueline A. Valeri, Wengong Jin, Nina M. Donghia, Leif Sieben +27 more

ASKCOS: Open-Source, Data-Driven Synthesis Planning

Accounts of Chemical Research(2025)10.1021/acs.accounts.5c00155

N/A

0DataRank · unranked

56 citations

Sourabh J. Choure, Mun Hong Fong, Jihye Roh, Itai Levin, Kevin Yu +14 more

Autonomous discovery of functional random heteropolymer blends through evolutionary formulation optimization

Matter(2025)10.1016/j.matt.2025.102336

N/A

0DataRank · unranked

10 citations

Tianyi Jin, Alfredo Alexander‐Katz, Connor W. Coley, Guangqi Wu

Optimization of robotic liquid handling as a capacitated vehicle routing problem

Digital Discovery(2025)10.1039/d5dd00233h

N/A

0DataRank · unranked

4 citations

Runzhong Wang, Connor W. Coley, Guangqi Wu

Neural Spectral Prediction for Structure Elucidation with Tandem Mass Spectrometry

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.05.28.656653

N/A

0DataRank · unranked

11 citations

Mrunali Manjrekar, Babak Mahjour, Julián Ávila-Pacheco, Joules Provenzano, Eric C. Reynolds +9 more

A graph representation of molecular ensembles for polymer property prediction

Chemical Science(2022)10.1039/d2sc02839e

N/A

0DataRank · unranked

1 citations

Connor W. Coley, Matteo Aldeghi

Optimization of Robotic Liquid Handling as a Capacitated Vehicle Routing Problem

arXiv (Cornell University)(2025)10.48550/arxiv.2506.02795

N/A

0DataRank · unranked

0 citations

Runzhong Wang, Connor W. Coley, Guangqi Wu

Annotating metabolite mass spectra with domain-inspired chemical formula transformers

Nature Machine Intelligence(2023)10.1038/s42256-023-00708-3

N/A

0DataRank · unranked

70 citations

Jeremy Wohlwend, Martin Stražar, Guy Haroush, Ramnik J. Xavier, Connor W. Coley +1 more