Name: LPA Special Workshop on Intelligent Systems
Start: 2025-01-13T13:00:00+00:00
End: 2025-01-16T19:30:00+00:00
Location: Department of Physics, University of Oxford

Active wavefront stabilization of the Apollon multi-PW laser system: first results and perspectives (in session "Plenary")

Adaptive Optics and Control System Integration at the ATLAS-3000 Multi-Petawatt Laser System (in session "THRILL")

Adaptive optics integration at PHELIX (in session "THRILL")

Advanced Controls and Machine Learning at FLASHForward (in session "Poster session")

Advanced Machine Learning and Intelligent Control Systems for Optimizing Laser Plasma Accelerators at the BELLA Center (in session "Plenary")

All Optical Emittance Characterization of Laser-Accelerated Electron Beams (in session "Poster session")

Automated Alignment of Beam Lines using Reinforcement Learning (in session "Plenary")

Automated Minimisation and Control of Angular Dispersion (in session "THRILL")

Automation and stabilization of the front-end at PHELIX (in session "Poster session")

Automation status at the DRACO laser (in session "THRILL")

Bayesian optimization algorithms for accelerator phy (in session "Plenary")

Bayesian optimization of TNSA ion yield through laser spectral dispersion (in session "Plenary")

Bivoj/Dipole100 laser system as a potential pump source for high-energy ultrafast laser systems (in session "Poster session")

Communication with Tango (in session "THRILL")

Concepts for setup automation and repetition rate operation for the laser-driven proton beamline ALBU-2S at Helmholtz-Zentrum Dresden – Rossendorf (HZDR) (in session "Trends in LPA Ion Automation")

Deconvolution of Arbitrary Spectrum from Linear Absorption Spectrometers measurements using Machine Learning (in session "Poster session")

Enabling Large-Scale Data-Driven AI Workflows with PIConGPU & openPMD: Demonstrating Experimental Parameter Inference and In-Transit Learning (in session "Trends in LPA Electron Automation")

Enroute to Automated Optimization of Laser-Ion Acceleration (in session "Poster session")

Evolutionary optimization and long-term stabilization of a multi-stage OPCPA system (in session "THRILL")

Few-Shot Fourier Transform Spectroscopy and Application to Spatiospectral Sensors (in session "Poster session")

Flat wavefronts falling from the sky: astronomical adaptive optics at the 8.2 meter Subaru Telescope (in session "Plenary")

Genetic algorithm optimization of a laser-plasma accelerator for very high-energy electron radiotherapy (in session "Trends in LPA Electron Automation")

HELPMI: towards a standard for Laser and Plasma experiment data (in session "Poster session")

High-bandwidth image-based predictive laser stabilization via optimized Fourier filters (in session "THRILL")

Impact of Laser Wavefront Stability on Electron Energy in LWFA at CALA (in session "Trends in LPA Electron Automation")

Implementation of RDMA-based system for High-throughput Image Transmission in Laser Plasma Accelerator (in session "Poster session")

Laser-driven Ion Acceleration at the Centre for Advanced Laser Applications (in session "Poster session")

Launching the Adaptive Laser Architecture Development and INtegration (ALADIN) Program - A Preview (in session "Poster session")

Leveraging Bayesian inference in single-shot measurements of spatio-temporal couplings (in session "Poster session")

Machine Learning Applications at ISIS (in session "Plenary")

ML-assisted control of plasma accelerators at DESY (in session "Plenary")

Modular, Automated Beam Stabilization of the ATLAS-3000 Laser at the Centre for Advanced Laser Applications (CALA) (in session "THRILL")

Multi-Objective Bayesian Optimization for Laser-Plasma Acceleration: (in session "Poster session")

Numerical optimization of quantum vacuum signals (in session "Poster session")

On the road to the coherent combination of high-energy laser chains (in session "THRILL")

Optimization and stabilization techniques applied to laser-driven proton sources at the DRACO laser system (in session "Trends in LPA Ion Automation")

Optimizing Energy Efficiency and Environmental Control in Modern Scientific Facilities Utilizing Machine Learning and Digital Twin Technology (in session "Poster session")

Performance of adaptive optics systems in Bivoj/DiPOLE100 multi-slab laser system (150 J / 10 Hz) (in session "THRILL")

PLANET: A dedicated laser-driven neutron imaging system for commercial applications (in session "THRILL")

Progress Towards High Repetition-Rate Ultra-Thin Targetry for Laser-Plasma Interactions (in session "Trends in LPA Ion Automation")

Realtime diagnostics for source-to-sample characterization of laser-driven proton beams towards automated accelerator and beamline operation for radiobiological applications (in session "Poster session")

Single-Shot Spatio-Temporal Vector Field Measurements of Petawatt Laser Pulses (in session "Plenary")

Statistical analysis of electron beam parameters in laser plasma accelerators- preparing for Bayesian optimization (in session "Trends in LPA Electron Automation")

Surrogate Modeling and Neural Solver in Plasma Physics (in session "Plenary")

Systematic study of the fs laser-driven target surface electron (TSE) beam and its applicative explorations (in session "Poster session")

Technology for High-Repetition-Rate Intense Laser Laboratories (THRILL) (in session "Plenary")

The Application of Artificial Intelligence Technology in Compact Laser Plasma Accelerator at Peking University (in session "Poster session")

The Application of Artificial Intelligence Technology in Compact Laser Plasma Accelerator at Peking University (in session "Trends in LPA Ion Automation")

Towards automated stable operation of a cryogenic hydrogen jet for laser-driven ion acceleration (in session "Poster session")

Training a surrogate model of a ZEUS experiment from messy data using LLMs and ConvNets (in session "Plenary")

Ultra-Powerful Lasers at High Repetition Rate (in session "Plenary")

Workshop Introduction (in session "Plenary")

Choose timezone

LPA Special Workshop on Intelligent Systems