Monday, March 14, 2022
8:00AM - 8:36AM
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A06.00001: Bayesian nonparametrics in multi-particle superresolved tracking
Invited Speaker:
Zeliha Kilic
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Monday, March 14, 2022
8:36AM - 8:48AM
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A06.00002: Inference of C. elegans neural network structure from calcium flurescence time series data with reservoir computing
Amitava Banerjee, Sarthak Chandra, Edward Ott
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Monday, March 14, 2022
8:48AM - 9:00AM
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A06.00003: Towards Interpretable Imputation of Missing Observations with Time Slice Synthetic Minority Oversampling Technique
Andrew Baumgartner
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Monday, March 14, 2022
9:00AM - 9:12AM
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A06.00004: Graph neural networks for multicellular dynamics
Ming Han, John Devany, Margaret Gardel, Vincenzo Vitelli
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Monday, March 14, 2022
9:12AM - 9:24AM
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A06.00005: Sociophysics of subjective pain: robust cluster assignment based on sparsely and irregularly sampled data from a dynamical system
Gary K Nave, Swati Padhee, Kumar Utkarsh, Amanuel Alambo, Tanvi Banerjee, Nirmish Shah, Daniel M Abrams
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Monday, March 14, 2022
9:24AM - 9:36AM
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A06.00006: Learning the shape of the protein universe with 3D-equivariant holographic convolutional neural networks
Michael Pun, Andrew Ivanov, Quinn Bellamy, Colin LaMont, Jakub Otwinowski, Armita Nourmohammad
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Monday, March 14, 2022
9:36AM - 9:48AM
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A06.00007: Machine learning continuum models for cellular force generation
Matthew Schmitt, Jonathan Colen, Stefano Sala, Margaret Gardel, Patrick W Oakes, Vincenzo Vitelli
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Monday, March 14, 2022
9:48AM - 10:00AM
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A06.00008: EMBED: a low dimensional reconstruction of gut microbiome dynamics based on ecological normal modes
Mayar A Shahin, Purushottam Dixit, Brian Ji
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Monday, March 14, 2022
10:00AM - 10:12AM
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A06.00009: Parameter estimation from stochastic processes applied to neural dynamics and aging
Helmut H Strey, Lilianne R Mujica-Parodi, Uri Alon, Yifan Yang
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Monday, March 14, 2022
10:12AM - 10:24AM
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A06.00010: Salient projections over maximum projections: Improving deep-learning detection and segmentation during invasion of cell-dense spheroids.
Christopher Z Eddy
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Monday, March 14, 2022
10:24AM - 10:36AM
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A06.00011: Non-linear interpolation for genetic fitness prediction
Kai Shimagaki, John P Barton
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Monday, March 14, 2022
10:36AM - 10:48AM
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A06.00012: Multi-Model Analysis of De novo Antimicrobial Peptide Design Via Variational Autoencoder Latent Sampling
Samuel Renaud, Ré A Mansbach
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Monday, March 14, 2022
10:48AM - 11:00AM
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A06.00013: Learning the forces in active matter from the trajectories: a Graph-neural-network approach
Miguel Ruiz-Garcia, Miguel Barriuso Gutierrez, Luca M Ghiringhelli, Chantal Valeriani
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