Dmitrii Kochkov
Google (United States)(US)
Publications by Year
Research Areas
Meteorological Phenomena and Simulations, Model Reduction and Neural Networks, Advanced Condensed Matter Physics, Climate variability and models, Physics of Superconductivity and Magnetism
Most-Cited Works
- → Neural general circulation models for weather and climate(2024)296 cited
- → Learned discretizations for passive scalar advection in a two-dimensional turbulent flow(2021)64 cited
- → Macroscopically Degenerate Exactly Solvable Point in the Spin-1/2 Kagome Quantum Antiferromagnet(2018)59 cited
- → Machine learning–accelerated computational fluid dynamics(2021)46 cited
- → Variational optimization in the AI era: Computational Graph States and Supervised Wave-function Optimization(2018)32 cited
- → Learned Coarse Models for Efficient Turbulence Simulation(2021)24 cited
- → Learning to correct spectral methods for simulating turbulent flows(2022)15 cited
- Variational Data Assimilation with a Learned Inverse Observation Operator(2021)
- → Deviation from the dipole-ice model in the spinel spin-ice candidate MgEr2Se4(2019)14 cited