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G20.00001: Addressing the Elephant in the Room: Uncertainties in Physical Predictions From Machine-Learned Force Fields
Stefan Chmiela, Huziel Sauceda, Klaus-Robert Müller, Alexandre Tkatchenko
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G20.00002: Understanding key challenges in digitizing and contextualizing experimental results
Ha-Kyung Kwon, Chirranjeevi Gopal, Brian D Storey, Santiago Caicedo, Jared Kirschner
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G20.00003: Using Machine Learning to Reduce Low-Q Disorder in Quasiparticle Interference Maps
Aidan Witeck, Yu Liu, Jennifer E. Hoffman
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G20.00004: CdTe nanoparticles as temperature sensors via machine learning of optical properties
John Colton, James W Erikson, Charles Lewis, Carrie E McClure, Derek Sanchez, Troy Munro
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G20.00005: Machine Learning X-ray Spectra: Theoretical Training for Experimental Predictions
Nicholas Marcella, Anatoly I Frenkel
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G20.00006: Machine learning on the electron-phonon spectral function and the superconductor gap function
Ming-Chien Hsu, Wan-Ju Li, Ting-Kuo Lee, Shin-Ming Huang
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G20.00007: Characteristic space of XRD patterns in machine-learning
Keishu Uchimura, Masao Yano, Hiroyuki Kimoto, Kenta Hongo, Ryo Maezono
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G20.00008: Using machine learning to understand mutations
Martha Villagran, Nikolaos Mitsakos, John Miller, Ricardo Azevedo
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G20.00009: Machine Learning of Energetic Material Properties and Performance
Brian Barnes, Betsy M Rice, Andrew E Sifain
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G20.00010: Simulation of atmospheric turbulence with generative machine learning models
Arturo Rodriguez, Carlos R Cuellar, Luis Fernando Rodriguez, Armando Garcia, Jose Terrazas, VM Krushnarao Kotteda, Rao Gudimetla, Vinod Kumar, Jorge Munoz
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G20.00011: Identification of informative acoustic features in the transition from non-violent to violent crowd behavior
Katrina Pedersen, Brooks A Butler, Sean Warnick, Kent L Gee, Mark Transtrum
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G20.00012: "Robust Speaker Identification System Under Adverse Conditions"
Swati Prasad
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G20.00013: Hyperbolic non-metric multidimensional scaling reveals intrinsic geometric structure in high-dimensional data
Yuansheng Zhou, Tatyana Olegivna Sharpee
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G20.00014: Data Augmentation and Pre-training for Template-Based Retrosynthetic Prediction
Mike Fortunato, Connor Coley, Brian Barnes, Klavs Jensen
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G20.00015: Neural network-assisted analysis of X-ray absorption spectra of metal oxide clusters
Yang Liu, Nicholas Marcella, Anatoly I Frenkel
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