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93 Results
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Poster
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Wed 9:00 |
PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery Yasmin Salehi · Dennis Giannacopoulos |
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Poster
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Wed 9:00 |
Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? Leon Gerard · Michael Scherbela · Philipp Marquetand · Philipp Grohs |
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Workshop
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Inferring molecular complexity from mass spectrometry data using machine learning Timothy Gebhard · Aaron C. Bell · Jian Gong · Jaden J. A. Hastings · George Fricke · Nathalie Cabrol · Scott Sandford · Michael Phillips · Kimberley Warren-Rhodes · Atilim Gunes Baydin |
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Workshop
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Informing generative replay for continual learning with long-term memory formation in the fruit fly Brian Robinson · Justin Joyce · Raphael Norman-Tenazas · Gautam Vallabha · Erik Johnson |
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Workshop
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Physics solutions for privacy leaks in machine learning Alejandro Pozas-Kerstjens · Senaida Hernandez-Santana · José Ramón Pareja Monturiol · Marco Castrillon Lopez · Giannicola Scarpa · Carlos E. Gonzalez-Guillen · David Perez-Garcia |
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Poster
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Tue 9:00 |
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada · Lakshmi Sathidevi · Ran Liu · Nauman Ahad · Joy Jackson · Mehdi Azabou · Jingyun Xiao · Christopher Liding · Matthew Jin · Carolina Urzay · William Gray-Roncal · Erik Johnson · Eva Dyer |
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Poster
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Wed 14:00 |
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari |
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Workshop
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Sat 5:50 |
Machine Learning and the Physical Sciences Atilim Gunes Baydin · Adji Bousso Dieng · Emine Kucukbenli · Gilles Louppe · Siddharth Mishra-Sharma · Benjamin Nachman · Brian Nord · Savannah Thais · Anima Anandkumar · Kyle Cranmer · Lenka Zdeborová · Rianne van den Berg |
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Poster
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Tue 14:00 |
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres Joshua Mitton · Simon Mekhail · Miles Padgett · Daniele Faccio · Marco Aversa · Roderick Murray-Smith |