Jim Pfaendtner

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 6

Top Topics

Distributed Representations

Expert Knowledge

Top Venues

J. Chem. Inf. Model.

Publications

Wesley Beckner, Jim Pfaendtner
Fantastic Liquids and Where To Find Them: Optimizations of Discrete Chemical Space. J. Chem. Inf. Model. 59 (6) (2019)
Khushmeen Sakloth, Wesley Beckner, Jim Pfaendtner, Garrett B. Goh
IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks. IEEE BigData (2018)
Garrett B. Goh, Khushmeen Sakloth, Charles Siegel, Abhinav Vishnu, Jim Pfaendtner
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction. CoRR (2018)
Khushmeen Sakloth, Wesley Beckner, Jim Pfaendtner, Garrett B. Goh
IL-Net: Using Expert Knowledge to Guide the Design of Furcated Neural Networks. CoRR (2018)
Blake R. Hough, David A. C. Beck, Daniel T. Schwartz, Jim Pfaendtner
Application of machine learning to pyrolysis reaction networks: Reducing model solution time to enable process optimization. Comput. Chem. Eng. 104 (2017)
K. G. Sprenger, Yi He, Jim Pfaendtner
Probing How Defects in Self-assembled Monolayers Affect Peptide Adsorption with Molecular Simulation. FOMMS (2015)