Learning Stiff Dynamical Operators: Scaling, Fast-Slow Excitation, and Eigen-Consistent Neural Models
Mauro Valorani
Computational Physics papers — page 7
physics.comp-phBrowse archive
Non-linear control variate in δf particle-in-cell methods using symplectic neural networks
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Wenbo Cao, Zhe Lu, Weiwei ZhangReal-Symmetric Hamiltonian Enables Near-Linear Scaling for Fast Million-Atom Electronic Structure Computations
Zichong Zhang, Shuze ZhuLatent Genetic Algorithm for Crystal Structure Prediction
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Yu Su, Yao WangProperties of the matrix functions arising in exponential integrators with applications to stochastic simulations of PDEs
Elliot J. CarrMosaic: A Benchmark Suite for Differentiable Physics Solvers
Andrin Rehmann, Heiko Zimmermann, Dion HäfnerAdaptive Probability Flow Residual Minimization for High-Dimensional Fokker-Planck Equations
Xiaolong Wu, Qifeng LiaoReal Quantum Chemistry With Complex Orbitals
Hugo Åström, Susi LehtolaGPU-accelerated superiorization on constrained physical problems with SupPy
Tobias Becher, Yair Censor, Kay Barshad et al.pyDOF: a Python library for the design of discrete forward and inverse filters
Z. Nikolaou, P. Domingo, L. Vervisch et al.A Scalable Time-Based Molecular Dynamics Approach for Simulating Single-Bubble Sonoluminescence
Shihan Cheng, David A. B. HydeA convolutional neural network surrogate for hierarchical homogenization: fast elastic moduli prediction of digital rocks
Hanfeng Zhai, Rasool Ahmad, Tapan Mukerji et al.A Neural Surrogate Approach for Simulating Natural Convection Problems
Nurshat Menglik, Alex Shao, David HydeGPU-Accelerated Simulations of Moving Boundary Problems and Fluid-Structure Interaction at Extreme Scales
Sushrut Kumar, Joshua Romero, Jung-Hee Seo et al.Leveraging Population Dynamics to Steer Efficient Search in Large-Scale Combinatorial Optimization
Nikhat Khan, Ridge Redding, Nikhil ShuklaMachine-learned prediction of carbon interstitial clusters in diamond
Xiaoya Chang, Arsalan Hashemi, Nima Ghafari Cherati et al.Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark
Yigeng Jiang, Tengchao Yang, Taoyong Cui et al.Newton's Identity in Finite-Bead Fermionic Partition Function
A. Chaudhary, J. ValenzuelaCode-Verification Techniques for Particle-in-Cell Simulations with Direct Simulation Monte Carlo Collisions
Brian A. Freno, William J. McDoniel, Christopher H. Moore et al.A joint voxel flow-phase field framework for ultra-long microstructure evolution prediction with physical regularization
Ao Zhou, Salma Zahran, Chi Chen et al.Parallelized contraction of tensor trains or matrix product operators
Simone Foderà, Marc K. Ritter, Hiroshi Shinaoka et al.