Research and AI

New papers on processes, materials and parts, and the tools that generate 3D models rather than print them.

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  1. AI and 3D

    AMAXiMAL ships TopMod 3D v3, free topology tool with built-in Claude AI

    AMAXiMAL's free TopMod 3D v3 runs on iPhone, iPad, browser and inside Rhino 8, pairing a 20-year-old topological mesh kernel with a Claude AI assistant that builds editable geometry from equations.

  2. AI and 3D

    Tripo AI's EdenLive renders 720p game video at 24+ fps on one RTX 5090

    Tripo AI's new EdenLive renderer turns rough game-engine visuals into detailed 720p video at over 24 fps on a single RTX 5090, and the company has open-sourced the weights.

  3. AI and 3D

    3Descu lets engineers get 3D printing quotes inside ChatGPT and Claude

    Romanian manufacturer 3Descu launched an MCP server on October 18, 2026, letting ChatGPT, Claude, Cursor and VS Code pull live production quotes from its pricing engine.

  4. Research

    MOSS robot's 3D-printed origami wheels cut cost of transport by 29%

    MOSS, a Cornell/Imperial College amphibious robot, morphs 3D-printed origami wheels in 1.95 seconds, cutting cost of transport by up to 29% in wet terrain.

  5. Research

    IMDEA and UPM 3D print braided nitinol stents in a single step, hit 50% compression with 90% recovery

    IMDEA Materials and UPM printed braided nitinol structures in one step that compress to 50% of diameter with over 90% elastic recovery, for transcatheter devices.

  6. AI and 3D

    Meshy Edit lets users change one part of a 3D model for 20 credits

    Meshy launched Meshy Edit, letting users select a region of a generated model and rewrite it by text in about a minute for 20 credits, instead of regenerating the whole mesh.

  7. AI and 3D

    Neural4D's Multicolor tool auto-detects 4-color schemes from model textures

    Neural4D's new Multicolor tool auto-detects color regions from a model's PBR texture and builds a 4-color starting scheme, cutting manual setup before slicing.

  8. Research

    Six-patient study: 3D printed lung models guide embolization of all 8 arteriovenous malformations

    A UPMC-led team printed patient-specific models for 6 PAVM patients across two HHT centers, and embolization reached technical success in all 8 treated lesions.

  9. Research

    Simulation study proposes microwave volumetric printing for ceramic and metal powders, needs 100 kW input

    A finite element study from Brendan Mackey, Levi Smith and Bosco Yu models three microwave device designs that could extend volumetric additive manufacturing past photopolymer resins to ceramic, metal and composite powders.

  10. AI and 3D

    Hi3D 3.0 claims 82.1% text recovery versus 21.7% for rivals, in its own benchmark

    Twinkle3D, the geometry model behind Hi3D 3.0, generates watertight meshes at 2048^3 resolution and reports 82.1% recall of inscribed characters at 98.2% precision, against 21.7% recall for the best of four commercial rivals, in a benchmark the paper runs itself.

  11. Research

    Technion's MTRL 3D prints 178 earth bricks for olive tree pavilion

    MTRL at Technion and the Weizmann Tree Lab built BUSTAN, a pavilion of 178 robotically printed earthen bricks around a living olive tree, for Design Museum Holon.

  12. Research

    CECIMO's AM Europe maps additive manufacturing research across 83 organizations

    AM Europe, run by CECIMO, surveyed 83 research organizations in 18 countries and found 66 working on metal AM and advanced materials, but flagged uneven access for smaller firms.

  13. AI and 3D

    Meshy ranks No. 31 on a16z's first revenue-based top 50 consumer AI apps list

    Meshy placed No. 31 in a16z's new revenue-ranked Top 100 Gen AI Consumer Apps report, the only AI 3D company on a list topped by OpenAI, Anthropic and Canva.

  14. AI and 3D

    Tripo P2.0 generates quad meshes natively, up to 25,000 faces

    Tripo AI's P2.0 generates quad-dominant 3D meshes directly, up to 25,000 faces, which the company says is the first AI 3D model to skip retopology entirely.

  15. Research

    3D-printed cement supercapacitor hits 23 MPa while storing charge

    Harbin Institute of Technology and Chinese Academy of Sciences researchers 3D-printed a cement supercapacitor with interlocking electrodes, reaching 162.14 mF/cm² and surviving 23 MPa compression.

  16. AI and 3D

    Meshy hits $100 million ARR, up 100x in under two years, ships mobile apps

    Meshy says its annual recurring revenue passed $100 million in September 2026, up from $1 million less than two years earlier, and released iOS and Android apps built on Meshy 7.

  17. Research

    Virginia Tech prints liquid metal silicone with 40x thermal conductivity

    Virginia Tech's Soft Materials and Structures Lab measured 9.9 W/mK thermal conductivity along printed gallium-indium droplets in silicone, about 40 times unfilled PDMS.

  18. Research

    MIT and Johns Hopkins build 3D printed device to collect living cells from tissue

    MIT and Johns Hopkins researchers built a handheld 3D printed microfluidic device that sheared living cells off human fallopian-tube tissue, then grew them into organoids.

  19. Research

    WSU team prints GRCop-42 copper alloy at 500 watts using AI-guided settings

    Washington State University used a machine learning model trained on 37 failed prints to find six working parameter sets for GRCop-42, printing it for the first time at 500 watts of laser power.

  20. AI and 3D

    Constructor AI opens free browser test for text-to-STL design

    Constructor AI released a free public browser test that turns typed descriptions into STL files and G-code, letting users skip a parametric CAD interface entirely.

  21. Research

    LLNL camera system measures DIW strand diameter to within a few micrometers, while printing

    Lawrence Livermore National Laboratory trained a segmentation model on 13,800 annotated images and matched human filament measurements across 55 test parts, catching a tilted build platform that averaging would have hidden.

  22. Research

    LLNL bioreactor converts methane to succinate 10 times faster than liquid systems

    Lawrence Livermore National Laboratory built a 3D-printed lattice bioreactor that turns waste methane into succinate at more than 10 times the rate of liquid-state systems, using less power.

  23. AI and 3D

    3Dnatives Lab tests Meshy 7.1, finds 97% pass claim built on 15 models

    3Dnatives ran nine photos through Meshy 7.1's image-to-3D tool and checked the exported 3MF files, from a clean 385,000-triangle mascot to a watch that split into 35 floating bodies.

  24. AI and 3D

    GPT-6 Astra hits 95.9% on BenchCAD, reconstructing CAD from photos

    OpenAI's GPT-6 Astra scored 95.9% mean voxel IoU on BenchCAD, reconstructing editable CAD code from photos, up from 83.3% for GPT-5.6 Sol and ahead of Anthropic's Claude Fable 5.1.