Filed Aug. 21, 2026

Serial No. 50065139

Class Software development tools for use in the field of artificial intelligence, physics and engineering; Simulation software for modeling in the field of Al, physics and engineering; Software using artificial intelligence for physical simulations; software for developing Al models and applications in the field of manufacturing, physics and engineering; Software using artificial intelligence (Al) for simulating physics and engineering problems; Software for machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, and predictive analytics; downloadable simulation software, particularly downloadable multi-physical simulation software; Downloadable computer programs using artificial intelligence (Al) for scientific machine learning; Software for Al-controlled manufacturing, namely, software using artificial intelligence for real-time control of computer numerical control (CNC) machines, 3D printers, injection molding machines, robotic assembly systems, and other manufacturing equipment; Software for manufacturing process optimization using artificial intelligence and machine learning; Software for automated manufacturing process planning and production scheduling; Software for real-time monitoring and AI-based control of additive manufacturing, subtractive manufacturing, and assembly processes; Software for creating and managing digital twins of manufacturing processes, production lines, and factory operations; Software for predictive maintenance of manufacturing equipment using artificial intelligence; Software for physics-informed sensor fusion and surveillance data analysis; Software for product lifecycle management (PLM), including design version control, engineering change management, and product data management; Integrated design environment (IDE) software for product engineering, combining design, analysis, simulation, and manufacturing planning; Software for parametric and feature-based solid modeling of mechanical components and assemblies; Software for architectural design, building information modeling (BIM), and structural engineering; Software for topology optimization, lattice structure design, and multi-objective structural optimization; Software for inverse design of engineered products, devices, and systems using machine learning and physics-based models; Software for multiparameter optimization of engineered systems; Software for bill of materials generation, management, and cost estimation from product designs; Software for product configuration, variant management, and modular product architecture design; Software functioning as an engineering co-pilot or assistant using artificial intelligence for use within design and engineering workflows; Computer use agent software for automating interactions with engineering software environments and design tools; Software for developing large Al models for use in the fields of physics, chemistry, biology, materials science, and engineering; Simulation software for multiphysics modeling, including coupled structural, thermal, fluid, acoustic, and electromagnetic analyses; Software for computational fluid dynamics (CFD) simulation using AI and machine learning acceleration; Software for finite element analysis (FEA) and finite volume methods accelerated by neural network surrogates; Software for seismic modeling, geophysical simulation, and subsurface characterization using Al; Software for acoustic and vibration analysis, noise prediction, and acoustic design optimization; Software for multibody dynamics, mechanism simulation, and kinematic analysis; Software for fatigue, fracture, and damage tolerance analysis of materials and structures; Software for reactive flow simulation, and combustion modeling; Software for robotics simulation, motion planning, and control system design; Software for adaptive mesh generation, mesh refinement, and computational geometry; Software for uncertainty quantification, sensitivity analysis, and probabilistic design; Software for creating and managing digital twins of physical systems, assets, structures, and processes; Software for real-time physics simulation and rapid prototyping in virtual environments; Downloadable software for physics simulation for artificial intelligence and machine learning; Open-source software for building, training, and fine-tuning AI models for physics, chemistry, and engineering applications; Software for machine learning, deep learning, reinforcement learning, natural language generation, statistical learning, supervised learning, unsupervised learning, and semi-supervised learning; Software for neural network architecture design, training, hyperparameter optimization, and deployment; Software for neural operator models, including advanced machine learning frameworks and physics-informed neural networks; Software for scientific machine learning, physics-constrained learning, and hybrid physics-machine learning modeling; Software for Al model deployment, inference optimization, and edge computing for engineering and industrial applications; Software for distributed computing, high-performance computing (HPC), and cloud computing for scientific simulation and Al training; Software for supervisory control and data acquisition (SCADA) in manufacturing and industrial environments; Software for programmable logic controller (PLC) programming and industrial automation; Software for robotic process control, robotic path planning, and robotic workcell design in manufacturing; Software for computer numerical control (CNC) machine control, toolpath optimization, and adaptive machining; Software for additive manufacturing process control, including 3D printing, selective laser sintering, selective laser melting, directed energy deposition, and binder jetting; Software for injection molding process simulation, mold design, and mold flow analysis; Software for casting simulation, forging simulation, and forming process optimization; Software for welding process control, weld quality prediction, and joining technology optimization; Software for surface treatment process control, coating optimization, and corrosion prediction; Software for semiconductor manufacturing process control, including photolithography, etching, deposition, and ion implantation; Software for quality control and inspection in manufacturing, including statistical process control (SPC) and Al-based defect detection; Software for computer vision-based automated visual inspection of manufactured products, components, and assemblies; Software for dimensional metrology, coordinate measurement, and geometric dimensioning and tolerancing (GD&T) analysis; Software for factory layout design, production line balancing, and manufacturing facility planning; Software for production scheduling, capacity planning, and manufacturing resource planning; Software for automated work instruction generation, assembly sequence planning, and operator guidance; Software for creating neural representations of manufacturing processes from sensor, telemetry, and process data; Software for automated integrated circuit layout generation, placement, routing, and physical verification using AI; Software for electromagnetic simulation of interconnects, packages, and signal integrity analysis; Software for power integrity analysis, IR drop simulation, and thermal analysis of integrated circuits; Software for inverse design of semiconductor devices, photonic devices, and optoelectronic devices using machine learning; Software for circuit synthesis, logic synthesis, and high-level synthesis using Al; Software for logistics planning, transportation optimization, and warehouse management in manufacturing; Software for atmospheric propagation modeling, optical turbulence prediction, and adaptive optics control; Software for sensor fusion, multi-sensor data integration, and situational awareness using physics-informed models; 3D scanning and metrology hardware for manufacturing quality control and reverse engineering; 021; 023; 026; 036; 038; 100; 101; 102; 100; 103; 106; 100; 103; 106; 100; 101

Case Type Trademark Service mark