Search Results for author: Caleb Phillips

Found 3 papers, 1 papers with code

Message-passing neural networks for high-throughput polymer screening

1 code implementation26 Jul 2018 Peter C. St. John, Caleb Phillips, Travis W. Kemper, A. Nolan Wilson, Michael F. Crowley, Mark R. Nimlos, Ross E. Larsen

We show that message-passing neural networks trained with and without 3D structural information for these molecules achieve similar accuracy, comparable to state-of-the-art methods on existing benchmark datasets.

BIG-bench Machine Learning Vocal Bursts Intensity Prediction

In Vitro Vascularized Tumor Platform for Modeling Tumor-Vasculature Interactions of Inflammatory Breast Cancer

no code implementations17 Sep 2018 Manasa Gadde, Caleb Phillips, Neda Ghousifam, Anna G. Sorace, Enoch Wong, Savitri Krishnamurthy, Anum Syed, Omar Rahal, Thomas E. Yankeelov, Wendy A. Woodward, Marissa Nichole Rylander

In this study, we developed the first three-dimensional, in vitro, vascularized, breast tumor platform to quantify the spatial and temporal dynamics of tumor-vasculature and tumor-ECM interactions specific to IBC.

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