Physics-Informed Latent Space Dynamics Identification for Time-Dependent NLTE Atomic Kinetics
Fuente:
arXiv
Saved in:
| Main Authors: | Nam, Jeongwoo, Anderson, William, Choi, Youngsoo, Le, Hai P., Foord, Mark E., Cho, Byoung Ick, Jeong, Haewon, Cho, Min Sang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-Informed Transformation Toward Improving the Machine-Learned NLTE Models of ICF Simulations
by: Cho, Min Sang, et al.
Published: (2024)
by: Cho, Min Sang, et al.
Published: (2024)
Numerical Investigation of Non-equilibrium Electron Effects on the Collisional Ionization Rate in the Collisional-Radiative Model
by: Cho, M. S., et al.
Published: (2023)
by: Cho, M. S., et al.
Published: (2023)
Ionization Dynamics in Intense Laser-Produced Plasmas
by: Cho, M. S., et al.
Published: (2024)
by: Cho, M. S., et al.
Published: (2024)
Graph-based Neural Space Weather Forecasting
by: Holmberg, Daniel, et al.
Published: (2025)
by: Holmberg, Daniel, et al.
Published: (2025)
Local Reduced-Order Modeling for Electrostatic Plasmas by Physics-Informed Solution Manifold Decomposition
by: Tsai, Ping-Hsuan, et al.
Published: (2023)
by: Tsai, Ping-Hsuan, et al.
Published: (2023)
State-Specific Kinetic Modeling of Atomic H for H$_2$/ He Entry Flows
by: Carroll, Alex T., et al.
Published: (2026)
by: Carroll, Alex T., et al.
Published: (2026)
Kinetic Corrections to Heat-flow and Nernst advection for Laser Heated Plasmas
by: Walsh, Chris, et al.
Published: (2024)
by: Walsh, Chris, et al.
Published: (2024)
Deterministic and probabilistic neural surrogates of global hybrid-Vlasov simulations
by: Holmberg, Daniel, et al.
Published: (2026)
by: Holmberg, Daniel, et al.
Published: (2026)
Particle-In-Cell Informed Kinetic Modeling of Nonlinear Skin Effects in Low-Frequency Inductively Coupled Plasmas
by: Sun, Haomin, et al.
Published: (2025)
by: Sun, Haomin, et al.
Published: (2025)
Latent Space Mapping: Revolutionizing Predictive Models for Divertor Plasma Detachment Control
by: Zhu, Ben, et al.
Published: (2025)
by: Zhu, Ben, et al.
Published: (2025)
Scattering Theory in Noncanonical Phase Space: A Drift-Kinetic Collision Operator for Weakly Collisional Plasmas
by: Sato, Naoki, et al.
Published: (2025)
by: Sato, Naoki, et al.
Published: (2025)
Kinetic Solitary Electrostatic Structures in Collisionless Plasma: Phase-Space Holes
by: Hutchinson, I H
Published: (2024)
by: Hutchinson, I H
Published: (2024)
A Data-Free, Physics-Informed Surrogate Solver for Drift Kinetic Equation: Enabling Fast Neoclassical Toroidal Viscosity Torque Modeling in Tokamaks
by: Yan, Xingting, et al.
Published: (2026)
by: Yan, Xingting, et al.
Published: (2026)
Firewall effect on electron acceleration by R-waves and parallel electric fields
by: Kang, Hye Lin, et al.
Published: (2026)
by: Kang, Hye Lin, et al.
Published: (2026)
Introduction to Strong Alfvénic MHD Turbulence
by: Cho, Jungyeon
Published: (2026)
by: Cho, Jungyeon
Published: (2026)
The Influence of Non‐Extensive Electrons on the Characteristics of the Space‐Charge Sheath in Tonks‐Langmuir Kinetic Model
by: Farinaz Donyapasand Kojabad, et al.
Published: (2025)
by: Farinaz Donyapasand Kojabad, et al.
Published: (2025)
Bayesian Estimation of Spectroscopic Parameters: Application to the Atomic Nitrogen Bound-Bound System
by: Jeong, Tae Woong, et al.
Published: (2026)
by: Jeong, Tae Woong, et al.
Published: (2026)
Accelerating Particle-in-Cell Kinetic Plasma Simulations via Reduced-Order Modeling of Space-Charge Dynamics using Dynamic Mode Decomposition
by: Nayak, Indranil, et al.
Published: (2023)
by: Nayak, Indranil, et al.
Published: (2023)
The Kinetic Analogue of the Pressure-Strain Interaction
by: Conley, Sarah A., et al.
Published: (2024)
by: Conley, Sarah A., et al.
Published: (2024)
Numerical Modeling of n-Hexane Pyrolysis with an Optimized Kinetic Mechanism in a Hydrogen Plasma Reactor
by: Choi, Subin, et al.
Published: (2025)
by: Choi, Subin, et al.
Published: (2025)
Attosecond electron bunch generation by an intense laser propagation in conical channel with a curved wall
by: Zhang, Min, et al.
Published: (2024)
by: Zhang, Min, et al.
Published: (2024)
Latent Space Dynamics Learning for Stiff Collisional-radiative Models
by: Xie, Xuping, et al.
Published: (2024)
by: Xie, Xuping, et al.
Published: (2024)
Kinetic-Ballooning-Limited Pedestals in Spherical Tokamak Plasmas
by: Parisi, J. F., et al.
Published: (2023)
by: Parisi, J. F., et al.
Published: (2023)
Kinetic Equilibrium Prediction at TCV using RAPTOR and FBT
by: Contré, C. E., et al.
Published: (2026)
by: Contré, C. E., et al.
Published: (2026)
The Atomic Beam Probe Synthetic Diagnostic and its Application in Fusion Plasmas
by: Aradi, Mátyás, et al.
Published: (2025)
by: Aradi, Mátyás, et al.
Published: (2025)
Identification of coupled Landau and anomalous resonances in space plasmas
by: Li, Jing-Huan, et al.
Published: (2024)
by: Li, Jing-Huan, et al.
Published: (2024)
Kinetic simulations underestimate the effects of waves during magnetic reconnection
by: Ng, J., et al.
Published: (2024)
by: Ng, J., et al.
Published: (2024)
Resonant Decay of Kinetic Alfvén Waves and Implication on Spectral Cascading
by: Shen, Kexun, et al.
Published: (2024)
by: Shen, Kexun, et al.
Published: (2024)
A Parallel-Kinetic-Perpendicular-Moment Model for Magnetized Plasmas
by: Juno, James, et al.
Published: (2025)
by: Juno, James, et al.
Published: (2025)
The Kinetic Ion-Temperature-Gradient-driven instability and its localisation
by: Rodriguez, Eduardo, et al.
Published: (2024)
by: Rodriguez, Eduardo, et al.
Published: (2024)
Stationary Power-Law Solutions of Kinetic-Alfvénic Turbulence
by: Shen, Kexun, et al.
Published: (2025)
by: Shen, Kexun, et al.
Published: (2025)
Kinetic scales dominated by magnetic helicity in space plasmas
by: Bershadskii, A.
Published: (2024)
by: Bershadskii, A.
Published: (2024)
Kinetic theory of the Thermal Farley-Buneman Instability in the E-region ionosphere
by: Dimant, Yakov S., et al.
Published: (2026)
by: Dimant, Yakov S., et al.
Published: (2026)
Quantum Kinetic Modeling of KEEN waves in a Warm-Dense Regime
by: Padilla-Gomez, F. Alejandro, et al.
Published: (2025)
by: Padilla-Gomez, F. Alejandro, et al.
Published: (2025)
Kinetic-Ballooning-Bifurcation in Tokamak Pedestals Across Shaping and Aspect-Ratio
by: Parisi, J. F., et al.
Published: (2023)
by: Parisi, J. F., et al.
Published: (2023)
The Structure and Kinetic Ion Behavior of Low Mach Number Shocks
by: Graham, D. B., et al.
Published: (2024)
by: Graham, D. B., et al.
Published: (2024)
Turbulent Energy Conversion Associated with Kinetic Microinstabilities in Earth's Magnetosheath
by: Lewis, Harry C., et al.
Published: (2024)
by: Lewis, Harry C., et al.
Published: (2024)
Interstellar Medium Modulation of Nonlinear Kinetic Alfvén Morphology in Structured Galactic Environments
by: Singh, Manpreet, et al.
Published: (2026)
by: Singh, Manpreet, et al.
Published: (2026)
Derivation of Dirac Exchange Interaction Potential from Quantum Plasma Kinetic Theory
by: Haas, Fernando
Published: (2024)
by: Haas, Fernando
Published: (2024)
Establishing Criteria for the Transition from Kinetic to Fluid Modeling in Hollow Cathode Analysis
by: Villafana, Willca, et al.
Published: (2024)
by: Villafana, Willca, et al.
Published: (2024)
Similar Items
-
Physics-Informed Transformation Toward Improving the Machine-Learned NLTE Models of ICF Simulations
by: Cho, Min Sang, et al.
Published: (2024) -
Numerical Investigation of Non-equilibrium Electron Effects on the Collisional Ionization Rate in the Collisional-Radiative Model
by: Cho, M. S., et al.
Published: (2023) -
Ionization Dynamics in Intense Laser-Produced Plasmas
by: Cho, M. S., et al.
Published: (2024) -
Graph-based Neural Space Weather Forecasting
by: Holmberg, Daniel, et al.
Published: (2025) -
Local Reduced-Order Modeling for Electrostatic Plasmas by Physics-Informed Solution Manifold Decomposition
by: Tsai, Ping-Hsuan, et al.
Published: (2023)