Кейсы 200

Allen Discovery Center (Tufts) · US · R ·rolled-out unverified ✎

Institute for Computationally Designed Organisms (ICDO) · US · R ·rolled-out unverified ✎

Jilin-AI iGEM synthetic biology team · CN · S ·rolled-out unverified ✎

Neuromorphic Materials Calculator 2025 · INT · R ·rolled-out unverified ✎

Role of Morphogenetic Competency on Evolution (arXiv 2310.09318) · INT · R ·rolled-out unverified ✎

Tsetserukou Morphogenetic UAV team (Innopolis Russia) · RU · R ·rolled-out unverified ✎

Tufts BME · US · U ·rolled-out unverified ✎

ABB–Nvidia Industrial Robot Training with Omniverse · CH · C ·rolled-out unverified ✎

AI-Assisted Generation of Military Training Scenarios · INT · S ·rolled-out unverified ✎

ASE-26 · INT · R ·rolled-out unverified ✎

BIT-LLM PROTEUS platform · CN · S ·rolled-out unverified ✎

Build AI Assistants using LLMs and Agents to Enhance the Engineering Education o · INT · R ·rolled-out unverified ✎

CAPRA · IT · R ·rolled-out unverified ✎

ChatBattery Battery Discovery LLM Reasoning (arXiv 2507.16110) · INT · R ·rolled-out unverified ✎

China MOE curriculum overhaul with AI integration · CN · N ·rolled-out unverified ✎

Digitalogy Academy · KR · N ·rolled-out unverified ✎

End-to-End Circuit Analysis Problem Solver for Education · INT · R ·rolled-out unverified ✎

HSE ИИ360 with Yandex+Sber+ИТМО+МФТИ+СПбГУ+Иннополис consortium · RU · U ·rolled-out unverified ✎

JBNU Generative AI-based Swarm Flight Mobility Course · KR · U ·rolled-out unverified ✎

Lockheed Martin AI Center · US · C ·rolled-out unverified ✎

Lockheed Martin AI Factory + LMText Navigator · US · C ·rolled-out unverified ✎

MBZUAI "Co-pilot education model" · AE · U ·rolled-out unverified ✎

MBZUAI BSc in AI · AE · U ·rolled-out unverified ✎

Multi-Agent LLM Framework for Senior Design Projects · INT · U ·rolled-out unverified ✎

Multi-Agent LLMs for Senior Design Projects (arXiv 2501.01205) · INT · R ·rolled-out unverified ✎

Naval Postgraduate School MSAI (Curriculum 388) · US · S ·rolled-out unverified ✎

Project-Based AI Engineering Curriculum for AI-Driven Agile Development · INT · U ·rolled-out unverified ✎

SPEAR Multi-Agent Smart Contract Auditing (arXiv 2602.04418) · INT · R ·rolled-out unverified ✎

TRIZ Agents · INT · R ·rolled-out unverified ✎

Text2CAD open-source topic · INT · C ·rolled-out unverified ✎

ACM COMPUTE 2025 Best Practices Track (India, ACM-iSIGCSE) · IN · N ·rolled-out unverified ✎

AI & Data Acumen Learning Outcomes Framework (Kennedy, Gupta) · INT · U ·rolled-out unverified ✎

AI Technicians Program by U.S. Army AI2C and CMU · US · S ·rolled-out unverified ✎

AI Tutor Effectiveness Behavioral Evaluation (arXiv 2605.05648) · US · U ·rolled-out unverified ✎

AI Tutor in Hydrology and Hydraulic Works · AR · U ·rolled-out unverified ✎

AI Tutors in Cybersecurity Education (arXiv 2602.17448) · US · U ·rolled-out unverified ✎

AI as Consumer and Participant · INT · R ·rolled-out unverified ✎

AI chatbot development in construction engineering and management · US · U ·rolled-out unverified ✎

AI-Assisted Requirements Engineering Relative to Expert Judgment · INT · R ·rolled-out unverified ✎

AI-Blueprints для SE Education (Groher, Vierhauser, Weninger) · AT · U ·rolled-out unverified ✎

AI-Driven Public Speaking Assessment for Engineering Students · INT · U ·rolled-out unverified ✎

AI-Powered Engineering · INT · R ·rolled-out unverified ✎

AI-Tutoring in Software Engineering Education / Artemis (arXiv 2404.02548) · AT · U ·rolled-out unverified ✎

AI-University for a Graduate FEM Course · INT · U ·rolled-out unverified ✎

AI-assisted problem solving in electric circuits teaching · US · U ·rolled-out unverified ✎

AI-bot across five engineering courses · US · U ·rolled-out unverified ✎

AI/ML in Mechanical Engineering Technology Senior Projects · US · U ·rolled-out unverified ✎

AI4CHEM (Zhiling Zheng) · INT · U ·rolled-out unverified ✎

AIChE Virtual Seminar on Generative AI for Process Engineering · US · C ·rolled-out unverified ✎

AIMHack2024 (Japan) Hackathon for AI in Materials Science (arXiv 2504.08817) · JP · R ·rolled-out unverified ✎

AIMHack2024 for Data-Driven Materials Science · INT · R ·rolled-out unverified ✎

Air Force Academy · KR · S ·rolled-out unverified ✎

Airbus Cybersecurity School apprenticeship · FR · C ·rolled-out unverified ✎

Nvidia AI University · IN · N ·rolled-out unverified ✎

Ansys Innovation Space and NPTEL engineering tracks · IN · C ·rolled-out unverified ✎

Anthropic–Coursera Claude API Specialization · US · C ·rolled-out unverified ✎

AutoTRIZ · INT · R ·rolled-out unverified ✎

Autodesk Fusion Classrooms · US · C ·rolled-out unverified ✎

Avouris programming course re-design (KIT Karlsruhe) · DE · U ·rolled-out unverified ✎

Bath MSc Artificial Intelligence for Engineering and Design · GB · U ·rolled-out unverified ✎

Benchmarking LLMs on Homework Assessment in Circuit Analysis · INT · R ·rolled-out unverified ✎

Biomedical AI PBL at Georgia Tech–Emory · US · U ·rolled-out unverified ✎

Bosch AI Academy · DE · C ·rolled-out unverified ✎

Bridging the Skills Gap · INT · U ·rolled-out unverified ✎

COA-GPT for Course-of-Action Development · INT · S ·rolled-out unverified ✎

CRA 32 roundtables (202 experts AI education strategies) · US · N ·rolled-out unverified ✎

ChatGPT Dilemma in systems engineering higher education · NO · U ·rolled-out unverified ✎

ChatGPT in a Dafny Formal Methods Course · INT · U ·rolled-out unverified ✎

ChatGPT in applied statics for construction engineering · US · U ·rolled-out unverified ✎

ChatGPT in senior chemical engineering laboratory writing · US · U ·rolled-out unverified ✎

Cognifying Education (Mikael Gorsky + Ilya Levin) · INT · R ·rolled-out unverified ✎

Colorado Mines GenAI Adoption Study 2023-2024 (arXiv 2503.04696) · US · U ·rolled-out unverified ✎

Columbia Engineering AI-Enhanced Education · US · U ·rolled-out unverified ✎

Cornell SYSEN RAG-Based LLM for Decision Support in AI Ports · US · U ·rolled-out unverified ✎

CourseGPT in an Undergraduate Information System Security Course · US · U ·rolled-out unverified ✎

Cursor 24-hour Vibe Coding Hackathon at SUTD · SG · C ·rolled-out unverified ✎

Defining Strategic Action Plan for AI in HE (Avouris) · INT · U ·rolled-out unverified ✎

Digital Twins MSc/PhD courses (Newcastle + Aarhus, Fitzgerald) · UK · U ·rolled-out unverified ✎

Educational Impacts of GenAI on Engineering Students in China · CN · U ·rolled-out unverified ✎

Embedded Systems and IoT with GenAI under V&V framework · US · U ·rolled-out unverified ✎

Engineering LLM-Integrated Systems · US · U ·rolled-out unverified ✎

Engineering students at a South African university · ZA · U ·rolled-out unverified ✎

Enhanced LLM Homework Assessment in Undergraduate Circuit Analysis · INT · R ·rolled-out unverified ✎

FeedbackWriter Michigan RCT (Lu et al) · US · U ·rolled-out unverified ✎

Flexport 90-day In-house AI Upskilling Program · US · C ·rolled-out unverified ✎

Framework for Finnish higher education SE programs · FI · N ·rolled-out unverified ✎

FreeCAD AI workbench · INT · C ·rolled-out unverified ✎

GenAI Utilization Among Software Engineering Students (arXiv 2412.15624) · US · U ·rolled-out unverified ✎

GenAI with engineering students in Saudi Arabia · SA · U ·rolled-out unverified ✎

GenAI-Enhanced Cognitive Systems in ITEE at University of Oulu · FI · U ·rolled-out unverified ✎

Generative AI Rule Checking in BIM Education · US · U ·rolled-out unverified ✎

Hanoi University · VN · C ·rolled-out unverified ✎

How Students Use Generative AI for Software Testing · INT · U ·rolled-out unverified ✎

IEEE Innovation at Work · INT · C ·rolled-out unverified ✎

IIT Madras AI Courses on SWAYAM Plus · IN · N ·rolled-out unverified ✎

Science Tokyo DSAI Center · JP · U ·rolled-out unverified ✎

Integrating AI Education in Disciplinary Engineering Fields (arXiv 2410.12795) · DE · R ·rolled-out unverified ✎

Integrating Generative AI Tools into the Capstone Course · US · U ·rolled-out unverified ✎

Integrating LLMs in SE Education through GitHub Repository Mining · INT · R ·rolled-out unverified ✎

Intentional infusion of GenAI in human-machine systems engineering · US · U ·rolled-out unverified ✎

JLU-CP iTutor for the iGEM ecosystem · CN · S ·rolled-out unverified ✎

Japan MEXT generative AI guidelines for students and faculty · JP · N ·rolled-out unverified ✎

KiCad AI Assistant · INT · C ·rolled-out unverified ✎

KiCad LLM Plugin · INT · C ·rolled-out unverified ✎

Knowledge Markers AI-Agnostic Course Design (Mayr) · INT · U ·rolled-out unverified ✎

LLM-Assisted Semantic Alignment in SysML v2 (arXiv 2508.16181) · DE · U ·rolled-out unverified ✎

LLM-Driven Catalyst Discovery (arXiv 2603.15712) · INT · R ·rolled-out unverified ✎

LLM-Enhanced Smart Tutor for Undergraduate Circuit Analysis · US · U ·rolled-out unverified ✎

LLMs in Software Engineering Team Projects · INT · U ·rolled-out unverified ✎

LLMs in Software Requirements Engineering Classes · CN · U ·rolled-out unverified ✎

Lecturer-Student Trust LLM Use (Ndejje Uganda, arXiv 2406.14871) · UG · U ·rolled-out unverified ✎

Lockheed Martin SERC Case Study · US · C ·rolled-out unverified ✎

Lockheed × SJSU MS Artificial Intelligence (corporate program) · US · C ·rolled-out unverified ✎

MATRIZ-endorsed Certified AI-TRIZ Practitioner · DE · C ·rolled-out unverified ✎

MHI Group Digital Talent Development (Mitsubishi Heavy Ind.) · JP · C ·rolled-out unverified ✎

MIT Professional AI System Architecture and LLM Applications · US · U ·rolled-out unverified ✎

MSU Faculty of AI (ai.msu.ru) · RU · U ·rolled-out unverified ✎

Mauá Institute simulation-through-program · BR · U ·rolled-out unverified ✎

Mechatronics PBL redesign with GenAI · US · U ·rolled-out unverified ✎

NCHU College · TW · U ·rolled-out unverified ✎

NUS Formula SAE with Siemens support · SG · U ·rolled-out unverified ✎

OIQ Disciplinary Complaints LLM Augmented Survey (arXiv 2506.19775) · CA · U ·rolled-out unverified ✎

Open University · UK · U ·rolled-out unverified ✎

Open-Book Exams with ChatGPT for Engineering Students · INT · U ·rolled-out unverified ✎

Penang Chip Design Academy · MY · S ·rolled-out unverified ✎

Personalized Demand-Based Education for Control Engineers (KIT, arXiv 2504.07466 · DE · U ·rolled-out unverified ✎

Prehistoric Protocols VR with generative AI mentor · US · U ·rolled-out unverified ✎

Purdue Senior SE Course PBL with LLMs (arXiv 2403.18679) · US · U ·rolled-out unverified ✎

RWTH AI-Powered Tutoring for Civil Engineering · DE · U ·rolled-out unverified ✎

Re-designing an Energy Systems Course with GenAI · US · U ·rolled-out unverified ✎

Real-World Capstone Projects with Permitted GenAI Use · INT · U ·rolled-out unverified ✎

Rebuilding thermodynamics, MEB and kinetics with AI · US · U ·rolled-out unverified ✎

Responsible GenAI Use in a Final-year Software Testing Course at QUB · GB · U ·rolled-out unverified ✎

Roadmap for Finnish HE SE LLM Integration (arXiv 2503.22238) · FI · N ·rolled-out unverified ✎

Royce Specialist Academy · GB · C ·rolled-out unverified ✎

Presidency University · IN · C ·rolled-out unverified ✎

SUSU федеральный проект ИИ топ-уровня · RU · U ·rolled-out unverified ✎

Samsung E&A Campus Recruiting 2025 (SKKU) · KR · C ·rolled-out unverified ✎

Samsung Innovation Campus 2025 Robotics specialization · KR · C ·rolled-out unverified ✎

Samsung Innovation Campus 2025 · IT · C ·rolled-out unverified ✎

Samsung Innovation Campus GCC · AE · C ·rolled-out unverified ✎

Samsung SW AI Academy · KR · C ·rolled-out unverified ✎

Schneider Electric Southeast Asia Training Hub in Malaysia · MY · C ·rolled-out unverified ✎

Science Tokyo GSEP (Global Scientists and Engineers Program) · JP · U ·rolled-out unverified ✎

Siemens Expedite Skills for Industry · US · C ·rolled-out unverified ✎

Siemens Xcelerator Academy · DE · C ·rolled-out unverified ✎

Siemens tools for future designers · DE · C ·rolled-out unverified ✎

SkillsFuture AI ethics and literacy pathways · SG · N ·rolled-out unverified ✎

Sogang Practical Applications of Generative AI · KR · U ·rolled-out unverified ✎

Structural engineering computer lab with AI · US · U ·rolled-out unverified ✎

TRIZCON2025 / University of Latvia · LV · C ·rolled-out unverified ✎

Tahnoon bin Zayed Scholarship in AI Excellence at MBZUAI · AE · U ·rolled-out unverified ✎

Teaching Agile Requirements Engineering with AI Personas · INT · U ·rolled-out unverified ✎

Technion MS Artificial Intelligence · IL · U ·rolled-out unverified ✎

Thailand Ansys Academic Innovation Conference · TH · C ·rolled-out unverified ✎

The Lazy Student's Dream · INT · U ·rolled-out unverified ✎

The World of AI for First-year Engineering Students · INT · U ·rolled-out unverified ✎

Tool / Teammate / Neither in SUTD Engineering Design · SG · U ·rolled-out unverified ✎

Trilingual Triad No-code AI Smart City Course at SUTD · SG · U ·rolled-out unverified ✎

UBC EngE-AI for critical thinking in engineering · CA · U ·rolled-out unverified ✎

UK CS ChatGPT in Software Development (arXiv 2511.13996) · UK · U ·rolled-out unverified ✎

UNILAG CFD curriculum integration with Ansys · NG · U ·rolled-out unverified ✎

UPC blended human-AI creative ideation with ChatGPT · ES · U ·rolled-out unverified ✎

UT Austin AI for Chip Design (David Z. Pan group) · US · U ·rolled-out unverified ✎

UTMN ФГОС 3++ Инженерия ИИ магистратура · RU · U ·rolled-out unverified ✎

University of Strathclyde Ansys Funded Curriculum Program · GB · U ·rolled-out unverified ✎

UrFU Инженерия ИИ ("стартап как диплом") · RU · U ·rolled-out unverified ✎

WARA Robotics Mobile Manipulation Challenge at ABB Corporate Research · SE · R ·rolled-out unverified ✎

Whole-Person Education for AI Engineers · INT · U ·rolled-out unverified ✎

Workflow-Aligned AI Education for Materials Discovery · INT · U ·rolled-out unverified ✎

Xhang AI assistant for software engineering course · CN · U ·rolled-out unverified ✎

Zhejiang AI+Architecture pedagogy (Wang, Lan, Chen) · CN · U ·rolled-out unverified ✎

Будущее инженерной профессии в условиях ИИ · RU · U ·rolled-out unverified ✎

МГУ ВМК AI academic program · RU · U ·rolled-out unverified ✎

Применение ГИИ в преподавании графических дисциплин · RU · U ·rolled-out unverified ✎

Промпт-инжиниринг как ключевая компетенция · RU · U ·rolled-out unverified ✎

Формирование инженерного мышления под влиянием ИИ · RU · U ·rolled-out unverified ✎

Educational Escape Rooms for SE Teaching (arXiv 2407.12355) · ES · U ·rolled-out unverified ✎

AI Tutor in Hydrology · AR · U ·rolled-out unverified ✎

AI-University for graduate FEM · INT · U ·rolled-out unverified ✎

AI-taught coding course backlash · GB · U ·rolled-out unverified ✎

ASML Technical Academy · US · C ·rolled-out unverified ✎

ASTRA ATCO training simulator · SG · S ·rolled-out unverified ✎

Agile Requirements Engineering with AI Personas · INT · U ·rolled-out unverified ✎

Allen Discovery Center · US · R ·rolled-out unverified ✎

Computational Bioelectricity EE123 · US · U ·rolled-out unverified ✎

Conversational Exam · INT · U ·rolled-out unverified ✎

Educational AI Hub in civil/environmental engineering · US · U ·rolled-out unverified ✎

Flexport 90-day upskilling · INT · U ·rolled-out unverified ✎

German UDS M.Sc. Applied AI · DE · U ·rolled-out unverified ✎

Human engagement with realistic AI combat pilots · INT · S ·rolled-out unverified ✎

IITM + Vertiv data-centre operations training · IN · N ·rolled-out unverified ✎

IITM Pravartak “AI for Aspiring Engineers” · IN · N ·rolled-out unverified ✎

Institute for Computationally Designed Organisms · US · R ·rolled-out unverified ✎

Interactive AI + simulation for power system dynamics · INT · U ·rolled-out unverified ✎

MBZUAI scholarship narrative · INT · U ·rolled-out unverified ✎

MBZUAI undergraduate AI Engineering/Business · AE · U ·rolled-out unverified ✎

Michigan FeedbackWriter (already in Wave 1) · US · U ·rolled-out unverified ✎

Real-world capstone projects with GenAI · INT · U ·rolled-out unverified ✎

Schneider Electric Malaysia training hub · MY · C ·rolled-out unverified ✎