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Poster
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Fri 1:45
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Neural structure learning with stochastic differential equations
Benjie Wang · Joel Jennings · Wenbo Gong
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Affinity Workshop
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Fri 7:30
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Neural Controlled Differential Equations with Quantum Hidden Evolutions
Lingyi Yang · Zhen Shao
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Affinity Workshop
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Tue 1:45
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Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory
C. Coelho · M.Fernanda Costa · Luís Ferrás
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Workshop
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Learning The Delay in Delay Differential Equations
Robert Stephany · Maria Oprea · Gabriella Torres Nothaft · Mark Walth · Arnaldo Rodriguez-Gonzalez · William Clark
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Poster
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Wed 1:45
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On the Generalization and Approximation Capacities of Neural Controlled Differential Equations
Linus Bleistein · Agathe Guilloux
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Workshop
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CLIFFORD NEURAL OPERATORS ON ATMOSPHERIC DATA INFLUENCED PARTIAL DIFFERENTIAL EQUATIONS
Sujit Roy · Wei Ji Leong · Rajat Shinde · Christopher Phillips · Kumar Ankur · Manil Maskey · Rahul Ramachandran
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Poster
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Thu 1:45
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Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
YongKyung Oh · Dongyoung Lim · Sungil Kim
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Workshop
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Neural Langevin-type Stochastic Differential Equations for Astronomical time series Classification under Irregular Observations
YongKyung Oh · Seungsu Kam · Dongyoung Lim · Sungil Kim
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Poster
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Tue 7:30
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BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
Suresh Suresh · Jayadeva Jayadeva · Sayan Ranu · N. M. Anoop Krishnan
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Workshop
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Accelerating Neural Differential Equations for Irregularly-Sampled Dynamical Systems Using Variational Formulation
Hongjue Zhao · Yuchen Wang · Hairong Qi · Jiajia Li · Lui Sha · Han Zhao · Huajie Shao
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Workshop
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Application of Neural Ordinary Differential Equations for Tokamak Plasma Dynamics Analysis
Zefang Liu · Weston Stacey
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Workshop
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TUCKER DECOMPOSITION FOR INTERPRETABLE NEU- RAL ORDINARY DIFFERENTIAL EQUATIONS
Dimitrios Halatsis · Grigorios Chrysos · Joao Pereira · Michael Alummoottil
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