Friday, March 8, 2024
8:00AM - 8:12AM
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Y18.00001: Image reconstruction for a shift variant magnetic particle imaging system using deep learning
Christopher P McDonough, Christopher Bastajian, Alycen Wiacek, Alexey A Tonyushkin
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Friday, March 8, 2024
8:12AM - 8:24AM
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Y18.00002: Machine Learning Approaches to Analyzing Atomic Force Microscopy Images of Cross-Linked Polyethylene Pipes
Benjamin Baylis, Michael Grossutti, John R Dutcher
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Friday, March 8, 2024
8:24AM - 8:36AM
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Y18.00003: Harnessing Automation and Machine Learning in Scanning Probe Microscopy to Accelerate Physics Discovery
Yongtao Liu, Rama K Vasudevan, Maxim Ziatdinov, Sergei V Kalinin
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Friday, March 8, 2024
8:36AM - 8:48AM
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Y18.00004: XLuminA: An Auto-differentiating Discovery Framework for Super-Resolution Microscopy
Carla Rodríguez, Sören Arlt, Leonhard Möckl, Mario Krenn
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Friday, March 8, 2024
8:48AM - 9:00AM
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Y18.00005: Broading the Partisipation of ImageAI Scientists in Cryo-ET Analysis
Braxton B Owens
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Friday, March 8, 2024
9:00AM - 9:12AM
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Y18.00006: Disentangle Structure-Spectrum Relationship with Physics-Informed Generative AI
Xiaohui Qu, Zhu Liang, Matthew R Carbone, Wei Chen, Fanchen Meng, Eli Stavitiski, Deyu Lu, Mark S Hybertsen
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Friday, March 8, 2024
9:12AM - 9:24AM
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Y18.00007: Autonomous Classification of Scanning Tunneling Spectroscopy via Deep Learning with Variational Autoencoders
Darian Smalley, Stephanie D Lough, John C Thomas, Masahiro Ishigami
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Friday, March 8, 2024
9:24AM - 9:36AM
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Y18.00008: AARDVARK: Adaptive Automation and Real-time Data Visualization for ARPES Research Kit
Matthew C Staab, Eli Rotenberg, Inna M Vishik
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Friday, March 8, 2024
9:36AM - 9:48AM
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Y18.00009: Supervised learning study of Raman spectroscopy features characteristic of MOCVD–grown transition metal dichalcogenides
Andrew S Messecar, Chen Chen, Isaiah Moses, Wesley F Reinhart, Joan M Redwing, Steven M Durbin, Robert A Makin
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Friday, March 8, 2024
9:48AM - 10:00AM
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Y18.00010: Deep Generative Modeling of Infrared Images Provides Signature of Cracking in Cross-Linked Polyethylene Pipe
Michael Grossutti, Benjamin Baylis, John R Dutcher
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Friday, March 8, 2024
10:00AM - 10:12AM
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Y18.00011: Accurate, uncertainty-aware classification of molecular chemical motifs from multi-modal X-ray absorption spectroscopy
Deyu Lu, Matthew R Carbone, Phillip M Maffettone, Xiaohui Qu, Shinjae Yoo
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Friday, March 8, 2024
10:12AM - 10:24AM
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Y18.00012: Large-Scale Raman Spectrum Calculations in Graphene using Deep Learning
Olivier Malenfant-Thuot, Dounia Shaaban Kabakibo, Simon Blackburn, Bruno Rousseau, Michel Côté
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Friday, March 8, 2024
10:24AM - 10:36AM
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Y18.00013: Autonomous synthesis of thin films with pulsed laser deposition using in situ Raman and reflectance spectroscopy
Sumner B Harris, Arpan Biswas, Seok Joon Yun, Christopher M Rouleau, Alexander A. Puretzky, Rama K Vasudevan, David B Geohegan, Kai Xiao
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Friday, March 8, 2024
10:36AM - 10:48AM
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Y18.00014: Vision Transformers for X-Ray Spectroscopy and Fluctuation Analysis
Mark Jimenez
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