Monday, March 4, 2019
11:15AM - 11:27AM
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B55.00001: Descriptor of both domain structures and bridge chain network in a thermoplastic elastomer using graph
Hiroshi Morita, Ayano Miyamoto
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Monday, March 4, 2019
11:27AM - 11:39AM
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B55.00002: Machine Learning for Modelling Microstructure Evolution in Polymer Mixtures
Nigel Clarke
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Monday, March 4, 2019
11:39AM - 11:51AM
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B55.00003: Impact of Dataset Uncertainties on Machine Learning Model predictions: The Example of Polymer Glass Transition Temperatures
Anurag Jha, Anand Chandrasekaran, Chiho Kim, Ramamurthy Ramprasad
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Monday, March 4, 2019
11:51AM - 12:03PM
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B55.00004: Molecular dynamics and machine learning assisted design of conjugated polymers for improved ionic conductivity
Christian Nowak, Mayank Misra, Fernando A Escobedo
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Monday, March 4, 2019
12:03PM - 12:15PM
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B55.00005: A charge density prediction model for organic molecules using Deep Neural Networks
Deepak Kamal, Anand Chandrashekaran, Ramamurthy Ramprasad
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Monday, March 4, 2019
12:15PM - 12:27PM
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B55.00006: ABSTRACT WITHDRAWN
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Monday, March 4, 2019
12:27PM - 1:03PM
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B55.00007: Effectively Exploring Parameter Space: Design of Experiments and Machine Learning-assisted Organic Solar Cell Efficiency Optimization
Invited Speaker:
Erik Luber
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Monday, March 4, 2019
1:03PM - 1:15PM
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B55.00008: Using Particle Swarm Optimization and SCFT to agnostically identify the stable and low-lying metastable competitive morphologies of block copolymers.
Carol Tsai, Kris T Delaney, Glenn Fredrickson
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Monday, March 4, 2019
1:15PM - 1:27PM
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B55.00009: Prediction of suitable solvents and non-solvents for polymers using machine learning techniques
Shruti Venkatram, Chiho Kim, Anand Chandrasekaran, Ramamurthy Ramprasad
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Monday, March 4, 2019
1:27PM - 1:39PM
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B55.00010: Applying Machine Learning to Structural Analysis using Pythia
Matthew Spellings, Julia Dshemuchadse, Sharon Glotzer
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Monday, March 4, 2019
1:39PM - 1:51PM
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B55.00011: End-to-End Characterization of Colloidal Particles through
Holographic Microscopy and Deep Convolutional Neural Networks
Lauren Altman, David Grier, Mark D Hannel II
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Monday, March 4, 2019
1:51PM - 2:03PM
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B55.00012: An Anisotropic Langevin Equation for Protein Dynamics
Eric Beyerle, Marina Giuseppina Guenza
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Monday, March 4, 2019
2:03PM - 2:15PM
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B55.00013: ABSTRACT WITHDRAWN
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