ENGINEER A.I.

2023 AI ENGINEER

 

Best 3 free AI tools for 9 subfields of Engineering:
 

1. Architectural Engineering:
    

   • SketchUp: a 3D modeling software that uses AI to quickly generate 3D models from 2D drawings
      

   • Revit: a building information modeling (BIM) software that uses AI to automate tasks like creating floor plans and schedules
      

   • Unreal Engine: a game engine that can be used for architectural visualization and simulation, with AI-based tools for creating realistic lighting and materials
      

2. Biomedical Engineering:
    

   • TensorFlow: an open-source platform for machine learning that can be used for medical image analysis, drug discovery, and other biomedical applications
      

   • PyTorch: another open-source machine learning platform that is popular for deep learning applications in medical research
      

   • KNIME: a data analytics platform that includes tools for processing and analyzing medical data, with built-in AI and machine learning algorithms
      

3. Civil Engineering:
    

   • AutoCAD Civil 3D: a BIM software for civil engineering projects, with AI tools for generating 3D models and automating tasks like grading and drainage design
      

   • Infraworks: a BIM software that uses AI to help with preliminary design and site analysis for civil engineering projects
      

   • OpenRoads: a BIM software for road and highway design that uses AI to help with tasks like pavement analysis and drainage design
      

4. Mechanical Engineering:
    

   • ANSYS Discovery: a simulation software that uses AI to help with design optimization and analysis, with tools for generative design and fluid dynamics
      

   • SolidWorks Simulation: a 3D CAD software that includes tools for mechanical simulation and analysis, with AI-based meshing and solver technology
      

   • SimScale: a cloud-based simulation software that uses AI to help with complex mechanical simulations like structural analysis and heat transfer
      

5. Electrical Engineering:
    

   • LTSpice: a circuit simulation software that uses AI to help with circuit design and analysis, with built-in models for common electronic components
      

   • PSpice: another circuit simulation software that includes AI tools for optimizing circuits and analyzing performance
      

   • GNU Octave: a programming language and software platform for numerical computations, with tools for signal processing and control systems design
      

6. Aerospace Engineering:
    

   • OpenVSP: a 3D modeling software for conceptual aircraft design, with AI-based tools for generating and optimizing aircraft shapes
      

   • OpenMDAO: a software platform for multi-disciplinary design optimization (MDO) in aerospace engineering, with AI-based optimization algorithms.
      

   • NASA World Wind: a virtual globe software that includes AI tools for data analysis and visualization of aerospace data
      

7. Computer Science Engineering:
    

   • TensorFlow: an open-source platform for machine learning that can be used for computer vision, natural language processing, and other AI applications
      

   • PyTorch: another open-source machine learning platform that is popular for deep learning applications in computer vision and natural language processing
      

   • OpenCV: an open-source computer vision library that includes tools for image and video processing, with AI-based algorithms for object detection and recognition
      

8. Chemical Engineering:
    

   • GROMACS: a simulation software for molecular dynamics simulations in chemical engineering, with AI-based tools for enhanced sampling and analysis
      

   • Aspen Plus: a process simulation software for chemical engineering, with AI-based tools for optimization and analysis
      

   • MATLAB: a programming language and software platform for numerical computations, with tools for modeling and simulating chemical processes
      

9. Nuclear Engineering:
    

   • SCALE: a suite of software for nuclear reactor physics and radiation shielding analysis, with AI-based tools for data analysis and optimization
      

   • MCNP: a simulation software for neutron and photon transport in nuclear engineering, with

 

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5 AI startups in 9 subfields of Engineering:
 

Architectural Engineering:
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• Spacemaker AI: an AI-powered software for urban design and real estate development

• Fologram: an augmented reality platform that uses AI to help architects and builders visualize and collaborate on 3D designs

• IrisVR: a virtual reality platform that uses AI to generate realistic 3D environments for architectural visualization
   

Biomedical Engineering:
 

• Paige.AI: an AI-powered platform for diagnosing and treating cancer

• Owkin: an AI startup that uses machine learning to accelerate medical research and drug discovery

• Karius: a genomics startup that uses AI to identify infectious diseases from a single blood sample
   

Civil Engineering:
 

• Reconstruct: an AI-powered platform for construction and building information modeling (BIM)

• Vizion.ai: an AI-driven platform for infrastructure management and predictive maintenance

• Geosite: an AI-powered platform for geospatial analysis and infrastructure monitoring
   

Mechanical Engineering:
 

• FreeWire Technologies: an AI-powered platform for electric vehicle charging and energy management

• MachineMax: an AI startup that uses machine learning to optimize heavy equipment operations and maintenance

• Verb Surgical: an AI-powered startup that is developing next-generation surgical robots and tools
   

Electrical Engineering:
 

• DeepSig: an AI startup that uses machine learning to improve wireless communications and spectrum analysis

• SparkCognition: an AI startup that provides cybersecurity and industrial IoT solutions using machine learning

• Xnor.ai: an AI startup that specializes in low-power, edge-based AI technology for embedded devices
   

Aerospace Engineering:
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• Relativity Space: an AI-driven startup that is developing 3D-printed rockets for satellite launches

• Rocket Lab: an AI-powered aerospace startup that is developing small launch vehicles for low-Earth orbit missions

• Neurala: an AI startup that specializes in computer vision and autonomy for drones and autonomous systems
   

Computer Science Engineering:
 

• UiPath: an AI-powered software platform for robotic process automation (RPA)

• OpenAI: an AI research lab that focuses on developing safe and beneficial AI systems

• Cognitivescale: an AI startup that provides enterprise AI solutions for industries like finance and healthcare
   

Chemical Engineering:
 

• Zymergen: an AI startup that uses machine learning to accelerate the development of bio-based products and materials

• Atomwise: an AI startup that uses deep learning to discover new drugs and materials

• Benchling: an AI-powered software platform for managing and optimizing laboratory workflows and data
   

Nuclear Engineering:
 

• Terrestrial Energy: an AI-driven startup that is developing next-generation nuclear reactors using molten salt technology

• Kairos Power: an AI-powered startup that is developing a new type of nuclear reactor using fluoride salt-cooled high-temperature technology

• General Fusion: an AI startup that is developing a fusion energy technology using magnetized target fusion (MTF)