Transfer learning driven design optimization for inertial confinement fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Humbird, K. D., Peterson, J. L. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A joint diffusion approach to multi-modal inference in inertial confinement fusion
by: Jones, Michael S., et al.
Published: (2026)
by: Jones, Michael S., et al.
Published: (2026)
A multifidelity Bayesian optimization method for inertial confinement fusion design
by: Wang, J., et al.
Published: (2023)
by: Wang, J., et al.
Published: (2023)
PDE foundation model-accelerated inverse estimation of system parameters in inertial confinement fusion
by: Rautela, Mahindra, et al.
Published: (2026)
by: Rautela, Mahindra, et al.
Published: (2026)
Validation of FLASH for magnetically driven inertial confinement fusion target design
by: Ellison, C. Leland, et al.
Published: (2025)
by: Ellison, C. Leland, et al.
Published: (2025)
Optimization of laser illumination configuration for directly driven inertial confinement fusion
by: Murakami, Masakatsu, et al.
Published: (2025)
by: Murakami, Masakatsu, et al.
Published: (2025)
Spherical compression of an applied magnetic field in inertial confinement fusion
by: Spiers, R., et al.
Published: (2026)
by: Spiers, R., et al.
Published: (2026)
Hot-spot model for inertial confinement fusion implosions with an applied magnetic field
by: Spiers, R. C., et al.
Published: (2025)
by: Spiers, R. C., et al.
Published: (2025)
Resonance density range governs two-plasmon decay saturation and enables hot-electron prediction in inertial confinement fusion
by: Yao, C., et al.
Published: (2025)
by: Yao, C., et al.
Published: (2025)
Quantum computation of stopping power for inertial fusion target design
by: Rubin, Nicholas C., et al.
Published: (2023)
by: Rubin, Nicholas C., et al.
Published: (2023)
Electron-impact ionization of Si IV-VIII relevant for inertial confinement fusion
by: Pain, Jean-Christophe, et al.
Published: (2024)
by: Pain, Jean-Christophe, et al.
Published: (2024)
A theoretical model for quantifying the imprinting sensitivity of direct-drive inertial confinement fusion implosions
by: Liu, Dongxue, et al.
Published: (2026)
by: Liu, Dongxue, et al.
Published: (2026)
Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers
by: Rodriguez-Fernandez, P., et al.
Published: (2023)
by: Rodriguez-Fernandez, P., et al.
Published: (2023)
Structure of weakly collisional shock waves of multicomponent plasmas inside hohlraums of indirect inertial confinement fusions
by: Liang, Tianyi, et al.
Published: (2024)
by: Liang, Tianyi, et al.
Published: (2024)
An ignition criterion for inertial fusion boosted by microturbulence
by: Fetsch, Henry, et al.
Published: (2025)
by: Fetsch, Henry, et al.
Published: (2025)
Bremsstrahlung constraints on proton-Boron 11 inertial fusion
by: Ochs, I. E., et al.
Published: (2025)
by: Ochs, I. E., et al.
Published: (2025)
Revisiting confinement scalings and fusion performance with a perspective optimized for extrapolation
by: Butt, Jalal, et al.
Published: (2026)
by: Butt, Jalal, et al.
Published: (2026)
A proof-of-concept for automated AI-driven stellarator coil optimization with in-the-loop finite-element calculations
by: Kaptanoglu, Alan A., et al.
Published: (2026)
by: Kaptanoglu, Alan A., et al.
Published: (2026)
Experimental and simulative study on laser irradiation of 3D-printed micro-structures at intensities relevant for inertial confinement fusion
by: Cipriani, M., et al.
Published: (2025)
by: Cipriani, M., et al.
Published: (2025)
Amplifier scheme: driven by indirect-drive under 10 MJ laser toward inertial fusion energy
by: Li, Yongsheng, et al.
Published: (2024)
by: Li, Yongsheng, et al.
Published: (2024)
Amplifier scheme: driven by direct-drive under 10 MJ laser toward inertial fusion energy
by: Lan, Ke, et al.
Published: (2024)
by: Lan, Ke, et al.
Published: (2024)
Characterization of foam-filled hohlraums for inertial fusion experiments
by: Iaquinta, Sam, et al.
Published: (2024)
by: Iaquinta, Sam, et al.
Published: (2024)
The pellet rocket effect in magnetic confinement fusion plasmas
by: Guth, Nico J., et al.
Published: (2024)
by: Guth, Nico J., et al.
Published: (2024)
Plasma-wall interaction in laser inertial fusion reactors: novel proposals for radiation tests of first wall materials
by: Ruiz, J. Alvarez, et al.
Published: (2024)
by: Ruiz, J. Alvarez, et al.
Published: (2024)
ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
by: Cadena, Santiago A., et al.
Published: (2025)
by: Cadena, Santiago A., et al.
Published: (2025)
Frequency domain laser ultrasound for inertial confinement fusion target wall thickness measurements
by: Ryzy, Martin, et al.
Published: (2025)
by: Ryzy, Martin, et al.
Published: (2025)
The effect of plasmoid drifts on the pellet rocket effect in magnetic confinement fusion plasmas
by: Guth, N. J., et al.
Published: (2024)
by: Guth, N. J., et al.
Published: (2024)
Data-driven local operator finding for reduced-order modelling of plasma systems: I. Concept and verifications
by: Faraji, Farbod, et al.
Published: (2024)
by: Faraji, Farbod, et al.
Published: (2024)
Data-driven local operator finding for reduced-order modelling of plasma systems: II. Application to parametric dynamics
by: Faraji, Farbod, et al.
Published: (2024)
by: Faraji, Farbod, et al.
Published: (2024)
Prospects of negative triangularity tokamak for advanced steady-state confinement of fusion plasmas
by: Zheng, Linjin, et al.
Published: (2024)
by: Zheng, Linjin, et al.
Published: (2024)
How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning
by: Landreman, Matt, et al.
Published: (2025)
by: Landreman, Matt, et al.
Published: (2025)
Efficient dataset construction using active learning and uncertainty-aware neural networks for plasma turbulent transport surrogate models
by: Ho, Aaron, et al.
Published: (2025)
by: Ho, Aaron, et al.
Published: (2025)
Affordable, manageable, practical, and scalable (AMPS) high-yield and high-gain inertial fusion
by: Alexander, Andrew, et al.
Published: (2025)
by: Alexander, Andrew, et al.
Published: (2025)
Exploring the fusion power plant design space: comparative analysis of positive and negative triangularity tokamaks through optimization
by: Slendebroek, T., et al.
Published: (2025)
by: Slendebroek, T., et al.
Published: (2025)
Stochastic hierarchical data-driven optimization: application to plasma-surface kinetics
by: Afonso, José, et al.
Published: (2026)
by: Afonso, José, et al.
Published: (2026)
Physics-tailored machine learning reveals unexpected physics in dusty plasmas
by: Yu, Wentao, et al.
Published: (2023)
by: Yu, Wentao, et al.
Published: (2023)
Turnstile area as a measure for chaotic transport in magnetic confinement fusion devices
by: Smiet, Christopher Berg, et al.
Published: (2025)
by: Smiet, Christopher Berg, et al.
Published: (2025)
Influence of inertial confinement on laser-induced bubble generation and shock wave emission
by: Liang, Xiao-Xuan, et al.
Published: (2025)
by: Liang, Xiao-Xuan, et al.
Published: (2025)
Real-time virtual circuits for plasma shape control via neural network emulators
by: Ross, Alasdair, et al.
Published: (2026)
by: Ross, Alasdair, et al.
Published: (2026)
Surrogate models to optimize plasma assisted atomic layer deposition in high aspect ratio features
by: Yanguas-Gil, Angel, et al.
Published: (2025)
by: Yanguas-Gil, Angel, et al.
Published: (2025)
Suppression of temperature-gradient-driven turbulence by sheared flows in fusion plasmas
by: Ivanov, P. G., et al.
Published: (2024)
by: Ivanov, P. G., et al.
Published: (2024)
Similar Items
-
A joint diffusion approach to multi-modal inference in inertial confinement fusion
by: Jones, Michael S., et al.
Published: (2026) -
A multifidelity Bayesian optimization method for inertial confinement fusion design
by: Wang, J., et al.
Published: (2023) -
PDE foundation model-accelerated inverse estimation of system parameters in inertial confinement fusion
by: Rautela, Mahindra, et al.
Published: (2026) -
Validation of FLASH for magnetically driven inertial confinement fusion target design
by: Ellison, C. Leland, et al.
Published: (2025) -
Optimization of laser illumination configuration for directly driven inertial confinement fusion
by: Murakami, Masakatsu, et al.
Published: (2025)