AI/Modeling/Monitoring Track

The AI/Modeling/Monitoring track at ICALEO 2025 showcases the latest advancements in intelligent and data-driven approaches to laser processing. Sessions will highlight innovations in artificial intelligence, modeling, and advanced monitoring techniques that are transforming how laser processes are understood, optimized, and controlled. Discover how these technologies are working together to boost precision and efficiency in laser materials processing across industries.

Session Search

* Program subject to change.

Day	Session	Title	Keywords
Monday	Design and Process Optimization	Numerical Simulation of Printing Copper Contacts by Laser Sintering Nanoparticles for Solar Cells	Cooper Metallization Laser Sintering Numerical Simulation Infrared Thermography Additive Manufacturing For Photovoltaics
Monday	Design and Process Optimization	Topology Optimization of Additively Manufactured Components Using Artificial Intelligence: A Method for the Integration of Composite Lattice Structures	Metallic Lattice Structures Polymeric Filler Material Composite Material Conditional Generative Adversarial Network Machining Tools
Monday	Design and Process Optimization	Data-Driven Monitoring of Laser Metal Deposition for Enhanced Process Stability	Laser Metal Deposition Data Analysis Additive Manufacturing Machine Learning Oct
Monday	Design and Process Optimization	20-Dimension Bayesian Optimization of Maximum Proton Energy in the TNSA Regime Using Dynamic Wavefront Shaping	Target Normal Sheath Acceleration Wavefront Shaping Machine Learning Bayesian Optimisation
Monday	Monitoring and Control	In-Process Computer Vision Monitoring of Laser Welding for Strenx 700 E High-Strength Steels	Laser Welding Keyhole Monitoring Acoustic Emission Computer Vision Optical Coherence Tomography
Monday	Monitoring and Control	Quality Monitoring in Laser Welding of Rectangular Copper Wires for Traction Drives Using an Optical Microphone	Laser Welding Process Monitoring Electric Motor Production
Monday	Monitoring and Control	AI-Driven Real-Time Optimization of Laser Welding: A Low-Latency Approach for High-Quality Welds	Ai In Manufacturing Closed-Loop Real-Time Optimized Process Control Real-Time Monitoring Low Latency Control
Tuesday	Laser-based Additive Manufacturing Processes	Influence of Powder-Laser Interaction on Heat Flux Distribution in Laser Material Deposition	Particle Beam Interaction Particle Trajectories Transmitted Laser Intensity Heat Flux By Particle Beam
Tuesday	Laser-based Additive Manufacturing Processes	Rapid Inspection of Surface Morphology for Laser Additive Manufactured Parts Based on 3D Computer Vision	Laser Additive Manufacturing Rapid Inspection Surface Morphology Surface Quality 3D Point Cloud
Tuesday	Laser-based Additive Manufacturing Processes	Powder Flow Monitoring in Directed Energy Deposition via Acoustic Emission	Additive Manufacturing Process Monitoring Mass Flow Rate Acoustic Emission
Tuesday	Numerical and Experimental Investigations in Welding	Numerical Investigation of the Suppression Mechanism of Weld Pore Defects in Oscillating Laser Welding of Medium-Thick Aluminum Alloy	Oscillating Laser Welding Weld Pore Defect Suppersion Mechanism Medium-Thick Aluminum Alloy Dynamic Behaviors
Tuesday	Numerical and Experimental Investigations in Welding	A Three-dimensional Reconstruction Method of Weld Grain Morphology in 6061 Aluminum Alloy Laser Welding Based on Octree Regularization	Grain Morphology Three-Dimensional Reconstruction Octree Regularization Laser Welding Possion Surface Reconstruction
Tuesday	Numerical and Experimental Investigations in Welding	Analysis of the Grains Transition Behaviors from Columnar Grain to Equiaxed Grain during the Aluminum Alloy Laser Welding	Laser Welding Grain Growth Grain Transition Grain Morphology Solute Concentration
Tuesday	Physics of Laser-Material Interaction	Elucidation of the Laser Beam Energy Attenuation by the Vapor Plume Formation during High Power Laser Beam Welding	Laser Beam Welding Vapor Plume Formation Weld Pool Keyhole Dynamics Numerical Modeling
Tuesday	Physics of Laser-Material Interaction	Analytical Modelling of the Thermal Field during Laser Welding with Core and Ring Beam Configurations for Electric Mobility Applications	Beam Shaping Core-Ring Beam Analytical Modelling Electric Mobility
Tuesday	Physics of Laser-Material Interaction	Analyze the Melt Flow in High Speed Laser Welding of Q235 Steel Assisted by the Weld Shaping Device	Melt Flow High Speed Laser Welding Weld Shaping Device Q235 Steel Numerical Simulation
Tuesday	Physics of Laser-Material Interaction	Event-Based PIV for Flow Visualization in Laser Ablation Processes	Particle Image Velocimetry (Piv) Event-Based Camera Particle And Fume Extraction In-Situ Measurements Femtosecond Ablation
Tuesday	Poster Gallery	Penetration Depth Classification in High-Speed Laser Welding Using Multi-Sensor Data and CNN	Cnn-Based Classification Model Photodiode Spectrometer High-Speed Laser Welding
Tuesday	Precision and Ultrafast Laser Processes	A Numerical Study of Ultrafast Laser Shock Peening	Femtosecond Laser Laser Shock Peening Numerical Modeling
Tuesday	Precision and Ultrafast Laser Processes	Data-Efficient Hybrid Physics - Machine Learning Model for Ultrafast Laser Ablation	Laser Processing Ai Model Femtosecond Laser
Tuesday	Precision and Ultrafast Laser Processes	In-Line Displacement Sensor for Precision Ultrafast Laser Machining with Integrated In Situ Inspection	Micromachining Depth Sensor Profiler Ceramics
Tuesday	Predictive and Physics-Informed Approaches	Prediction of Weld Pool and Keyhole Geometries in High-Power Laser Beam Welding through a Physics-Informed Generative Approach	Laser Beam Welding Generative Artificial Intelligence Numerical Simulation Weld Pool Keyhole
Tuesday	Predictive and Physics-Informed Approaches	Deep Learning-Based Monitoring of Laser Absorptance in Partial Penetration Laser Keyhole Welding	Deep Learning Laser Welding Monitoring Partial Penetration Laser Beam Absorptance Aluminum Alloy
Tuesday	Predictive and Physics-Informed Approaches	Development of an Embedded Monitoring Device for Real-Time Groove Depth Measurement in Laser Deep Gouging for Nuclear Dismantling	Laser-Cutting Laser Deep Gouging Optical Device Monitoring
Tuesday	Predictive and Physics-Informed Approaches	Advanced Self-calibrating M-square Measurement Technology	Beam Parameter Product (Bpp) Iso 11146-1 M-Square M2 Laser Beam Analysis
Wednesday	Machine Learning for Laser Processing	Machine Learning Model for Predicting Surface Wettability in Laser-Textured Metal Alloys	Machine Learning Wettability Surface Functionalization Laser Surface Processing Surface Chemistry
Wednesday	Machine Learning for Laser Processing	Machine Learning for Predictive Control of Silicon Thinning in Integrated Circuits	Ai Microprocessing Microelectronics Machine Learning
Wednesday	Machine Learning for Laser Processing	AI Based Parameters Prediction Tool for Femtosecond Laser Micromachining of Stainless Steel 316L and 304, Brass and Titanium	Laser Micromachining Optimization Machine Learning Engraving Parameters Experimental Database