Joshua Kammeraad

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Search Strategies

Molecular Structure

Top Venues

J. Chem. Inf. Model.

J. Comput. Chem.

Publications

Runxuan Jiang, Tarun Gogineni, Joshua Kammeraad, Yifei He, Ambuj Tewari, Paul M. Zimmerman
Conformer-RL: A deep reinforcement learning library for conformer generation. J. Comput. Chem. 43 (27) (2022)
Tarun Gogineni, Ziping Xu, Exequiel Punzalan, Runxuan Jiang, Joshua Kammeraad, Ambuj Tewari, Paul M. Zimmerman
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search. NeurIPS (2020)
Tarun Gogineni, Ziping Xu, Exequiel Punzalan, Runxuan Jiang, Joshua Kammeraad, Ambuj Tewari, Paul M. Zimmerman
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search. CoRR (2020)
Joshua Kammeraad, Jack Goetz, Eric Walker, Ambuj Tewari, Paul M. Zimmerman
What Does the Machine Learn? Knowledge Representations of Chemical Reactivity. J. Chem. Inf. Model. 60 (3) (2020)
Eric Walker, Joshua Kammeraad, Jonathan Goetz, Michael T. Robo, Ambuj Tewari, Paul M. Zimmerman
Learning To Predict Reaction Conditions: Relationships between Solvent, Molecular Structure, and Catalyst. J. Chem. Inf. Model. 59 (9) (2019)
Matthew DeJongh, Benjamin Bockstege, Paul Frybarger, Nicholas L. Hazekamp, Joshua Kammeraad, Travis McGeehan
CytoSEED: a Cytoscape plugin for viewing, manipulating and analyzing metabolic models created by the Model SEED. Bioinform. 28 (6) (2012)