Gruber, Anthony

1. Canonical and Noncanonical Hamiltonian Operator Inference
   2023/04/13 by Gruber, Anthony, Tezaur, Irina · 7 citations
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
2. Reversible and irreversible bracket-based dynamics for deep graph neural networks
   2023/05/24 by Anthony Gruber, Kookjin Lee, Gruber, Anthony +3 · 7 citations
   Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems
3. Efficiently Parameterized Neural Metriplectic Systems
   2024/05/25 by Anthony Gruber, Kookjin Lee, Gruber, Anthony +7 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Machine Learning (cs.LG) #Neural Networks and Applications
4. Variationally consistent Hamiltonian model reduction
   2024/04/03 by Gruber, Anthony, Tezaur, Irina · 4 citations
   #65P10 #70H05 #74H15 #Dynamical Systems (math.DS) #FOS: Mathematics #Numerical Analysis (math.NA)
5. Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation
   2021/12/02 by Yuankai Teng, Zhu Wang, Teng, Yuankai +7 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
6. Domain Decomposition-based coupling of Operator Inference reduced order models via the Schwarz alternating method
   2024/09/02 by Moore, Ian, Wentland, Christopher, Gruber, Anthony +1 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
7. Thermodynamically Consistent Latent Dynamics Identification for Parametric Systems
   2025/06/10 by Xiaolong He, He, Xiaolong, Yeonjong Shin +8 · 4 citations
   Physics and Astronomy · Materials Science · Computer Science · #Model Reduction and Neural Networks #Machine Learning in Materials Science #Generative Adversarial Networks and Image Synthesis