Inertial Confinement Fusion

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10 papers2 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Assessing Language Models for Scientific Applications: Inertial Confinement Fusion as a Use Case

    Oct 27, 2026P. B. Radha, D. D. Meyerhofer, M. Bhattarai +11Inertial Confinement FusionScientific Reasoning in Language Models

    Los Alamos National Laboratory, Los Alamos, NM · NVIDIA Corporation, Santa Clara, CA

  2. Inverse Modeling for Laser Pulse Shape Design in Inertial Confinement Fusion

    Oct 22, 2026Ricardo Luna Gutierrez, Vineet Gundecha, Rahman Ejaz +5Inertial Confinement FusionInverse Design

    Hewlett Packard Enterprise · University of Rochester

  3. Adaptive Conformal Prediction for Image Regression Models with Application to an Inertial Confinement Fusion Emulator

    Sep 30, 2026Carrie J. Lei-Cramer, Michael S. Jones, Laura J. WendelbergerUncertainty QuantificationConformal Prediction

    Department of Statistics, Texas A&M University, College Station, TX, USA. · Lawrence Livermore National Laboratory, Livermore, CA, USA.

  4. Decomposition-Guided Diffusion Language Models for Inertial Confinement Fusion Prediction

    Sep 7, 2026Xiang Zhang, Varchas Gopalaswamy, Rahman Ejaz +2Time Series ForecastingPhysics-Informed ML

    Purdue University · University of Rochester

  5. Co4ICF: Co-evolving Physics-Informed Surrogate and RL-based Pulse Optimizer for Inertial Confinement Fusion

    Jul 11, 2026Jiatong Zhao, Tengyue Zhang, Yuhan Wang +2Reinforcement LearningSurrogate-Assisted Optimization

    School of Physics and Astronomy Zhiyuan College Shanghai Jiao Tong University Shanghai, China · School of Physics and Astronomy Shanghai Jiao Tong University Shanghai, China · School of Artificial Intelligence Shanghai Jiao Tong University Shanghai, China

  6. Human-in-the-Loop Meta Bayesian Optimization for Fusion Energy and Scientific Applications

    Apr 30, 2026Ricardo Luna Gutierrez, Sahand Ghorbanpour, Ejaz Rahman +5Meta-LearningBayesian Optimization

    1Hewlett Packard Enterprise · University of Rochester

  7. Multi-Agent Collaboration for Automated Design Exploration on High Performance Computing Systems

    Mar 12, 2026Harshitha Menon, Charles F. Jekel, Kevin Korner +15Inertial Confinement FusionAI Agents for Scientific Discovery

    Lawrence Livermore National Laboratory, Livermore, CA, USA · Sandia National Laboratories, Albuquerque, NM, USA · Los Alamos National Laboratory, Los Alamos, NM, USA +1

  8. PDE foundation model-accelerated inverse estimation of system parameters in inertial confinement fusion

    Mar 4, 2026Mahindra Rautela, Alexander Scheinker, Bradley Love +4PDE Foundation ModelsInertial Confinement Fusion

    AOT-IC Group, Los Alamos National Laboratory, Los Alamos, NM, USA · CAI Division, Los Alamos National Laboratory, Los Alamos, NM, USA · HPC Division, Los Alamos National Laboratory, Los Alamos, NM, USA

  9. A Machine Learning-Driven Solution for Denoising Inertial Confinement Fusion Images

    Nov 20, 2025Asya Y. Akkus, Bradley T. Wolfe, Pinghan Chu +7AutoencodersImage Denoising

    This work was conducted under the auspices of the DOE SULI and Los Alamos National Laboratory LDRD programs and by LLNL under Contract DE-AC52-07NA27344.

  10. Multi-Agent Design Assistant for the Simulation of Inertial Fusion Energy

    Oct 2, 2025Meir H. Shachar, Dane M. Sterbentz, Harshitha Menon +10Multiphysics SimulationMulti-Agent LLM Systems

    Lawrence Livermore National Laboratory Livermore, CA, USA · Lawrence Livermore National Laboratory Livermore, CA 94550, USA · Sandia National Laboratories Albuquerque, NM, USA +3