GeezerVison is showing hackenberg.tech — Dr. Georg Hackenberg | Professor for Industrial Informatics & Software Architect
Dr. Georg Hackenberg Professor for Industrial Informatics @ UAP • AI-Based Software & Systems Engineering
At FH Upper Austria (Campus Wels) and in industrial practice, I research, teach, and architect AI-based software systems , agentic engineering workflows , and cyber-physical simulations . Explore my latest technical articles, interactive slide-as-code keynotes, university courses, and open-source projects below.
Explore my latest insights, tutorials, and dev logs on software engineering, artificial intelligence, knowledge graphs, and system architectures.
Nov 8, 2026 • 3 min read
How we wrapped Astro 5's glob() loader with composite Merkle asset digests, Vite FSWatcher proxies, and localImagePaths SVG pruning for sub-200ms HMR.
Nov 7, 2026 • 7 min read
How we unified technical diagrams into three-band figure cards with pan/zoom inspection, font-weighted SVG scaling, and AST Soft Nordic Pastel governance.
Nov 6, 2026 • 6 min read
How we replaced fragile 8px hit tests with bounded Voronoi proximity picking, an 8px touch deadzone, and 8-sector tooltip repulsion across 5 graph engines.
Nov 5, 2026 • 5 min read
How we unified hover tooltips, 60fps drag physics, dynamic hop z-ordering, and 750ms sine-eased transitions across D3, Vis.js, Cytoscape, Sigma, and 3D.
Nov 4, 2026 • 5 min read
How we replaced unweighted k-hop BFS with focus-budgeted effective hop distances, logarithmic hub-degree penalties, and parametric decay in web graphs.
Peer-reviewed academic research papers, conference proceedings, and scientific journal articles across model-driven software and cyber-physical systems.
Aug 11, 2025
Proceedings of the Design Society 5, pp. 1823-1832
Georg Hackenberg and Christian Zehetner
Feb 26, 2025
MODELSWARD, pp. 234-241
Dominik Ascher and Georg Hackenberg
Jan 1, 2025
Procedia CIRP 134, pp. 633-638
Chiara Sammarco, Antonio Padovano and Georg Hackenberg
May 20, 2024
Proceedings of the Design Society 4, pp. 583-592
Georg Hackenberg and Christian Zehetner
Jan 1, 2024
Procedia Computer Science 232, pp. 2875-2886
Christine Lehner, Antonio Padovano, Christian Zehetner and Georg Hackenberg
Keynotes, interactive slide decks, and executive briefings with synchronized neural voiceovers exploring AI, architectures, and systems engineering.
Oct 5, 2026 • 48 slides · ~28 min
Von heuristischen Faustregeln zu deterministischen Schnittstellen: Wissenschaftlich fundierte Methoden für verlässliche KI-Systeme
Oct 4, 2026 • 42 slides · ~28 min
Zwischen algorithmischen Auktionen, kognitiver Werbeblindheit und nachhaltiger B2B-Full-Funnel-Strategie
Oct 1, 2026 • 68 slides · ~45 min
Von Suchmaschinen zu generativen Antwortsystemen – Paradigmenwechsel für Industrie und B2B-Mittelstand
Sep 25, 2026 • 21 slides · ~15 min
Mein Weg zwischen autodidaktischen Web-Ursprüngen, Spitzenforschung, Industrie-Leadership und Hochschullehre
Sep 23, 2026 • 10 slides · ~7 min
Motivation, Content-Strategie und technische Umsetzung interaktiver Web-Keynotes mit Neural-Voiceover
Higher education lectures, interactive curriculum modules, and hands-on computer science materials taught at UAP (FH Upper Austria).
en
Digital Factory Simulation & Production Engineering Master-level university course on Digital Factory Simulation and production engineering with discrete-event modeling and 3D layouts in JaamSim.
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Mobile & Cloud App Development (.NET MAUI & ASP.NET) University course on cross-platform mobile and cloud app development using .NET MAUI, MVVM data binding, ASP.NET Core REST APIs, and EF Core.
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Python Programming & Scientific Computing for Engineers Practical engineering course in Python programming covering structured scripting, NumPy numerical arrays, Pandas data analysis, and Matplotlib.
de
Computer-Simulation: Ereignisdiskrete & Hybride Systeme Hochschulkurs zu Computer-Simulation an der FH OÖ: Stochastische Modellierung, Discrete-Event-Engines in C#, DGL-Löser und statistische Validierung.
de
Datenanalyse, Relationale Datenbanken & SQL-Abfragen Hochschulkurs in Datenanalyse und SQL: Entity-Relationship-Modellierung, Normalformen, komplexe SQL-JOINs, Data Warehousing und BI-Dashboarding.
Selected software platforms, frameworks, and tools designed to optimize product engineering, knowledge graphs, and real-time physical simulation.
TRL 8
Mentawise: Visual Personal Knowledge Graph Studio Mentawise is a visual knowledge management platform enabling researchers and teams to build interactive personal knowledge graphs and share them online.
TRL 7
CADdrive: Collaborative Web-Based 3D CAD Platform Open-source, browser-based collaborative 3D CAD and product engineering platform with WebGL assembly viewing, Git-style version history, and Python FEA.
TRL 7
OpenCASCADE Tools: WebAssembly STEP/IGES CAD CLI Open-source TypeScript wrapper and CLI converting STEP and IGES CAD geometries into web-optimized 3D formats (GLTF, GLB, OBJ) via OpenCASCADE & WASM.
TRL 6
Welding Analytics: High-Frequency Process Suite High-performance industrial analytics and visualization suite for high-frequency welding process data, featuring timeseries rendering and arc cyclograms.
TRL 5
Delta Dynamics: WebGL Ecosystem & Water Simulator Low-poly ecosystem simulator featuring real-time dynamic terrain, GPU-accelerated water flow, resource management, and local LLM-driven AI behaviors.
Professional consulting and engineering services bridging sovereign artificial intelligence architectures, software systems, and digital publishing.
Software Engineering & Distributed System Architecture Engineering resilient, maintainable software systems through domain-driven architecture, contract-first API design, clean code, and CI/CD automation.
Intelligence Engineering & Sovereign AI Agent Systems Architecting sovereign on-premise and private cloud AI systems: private vLLM serving, hybrid GraphRAG retrieval, MCP servers, and multi-agent workflows.
Content Engineering & Semantic Publishing Pipelines Engineering Git-based content architectures with typed Zod schemas, Astro static-site generation, automated CI/CD gates, and Schema.org JSON-LD graphs.
Periodic English-language dispatches summarizing newly published blog posts, presentations, courses, projects, visualizations, and publications.
Oct 19, 2026 • Issue #1
Inaugural engineering dispatch covering reliable multi-agent control planes, Slide-as-Code lecture engines with neural voiceovers, and line-exact 2D Signed Distance Field hero typography.
Interactive knowledge graphs exploring cross-content relationships between articles, publications, projects, and courses rendered in real time.
3D Force-Graph WebGL & Three.js Network Visualization Interactive 3D Force-Graph network visualization built with Three.js and WebGL, featuring octree n-body physics, orbital camera controls, and particles.
Cytoscape.js Interactive Network Graph Visualization Interactive Cytoscape.js network graph demo in JavaScript with CoSE physics, compound node clustering, shortest-path algorithms, and WebGL benchmarks.
D3.js Force-Directed Network Graph Visualization Interactive D3.js force-directed network graph demo using d3-force Velocity Verlet integration, SVG vector typography, and Barnes-Hut quadtree physics.
Sigma.js WebGL & ForceAtlas2 Graph Visualization Interactive Sigma.js WebGL 2.0 network graph demo featuring multi-threaded ForceAtlas2 worker physics, 60 FPS GPU shaders, and 50,000+ node benchmarks.
Vis-Network Physics Graph Visualization in Canvas Interactive Vis-Network HTML5 Canvas graph demo featuring Barnes-Hut spring-damper physics, tactile drag-and-drop clustering, and live layout switching.
Explore a comprehensive index of topic tags connecting my technical blog posts, academic publications, software projects, university courses, and business services across core computer science domains.
#Data Visualization 65 #Data Visualization 65 items
Visual encoding techniques, graphical displays, and interactive visual analytics for understanding complex datasets and processes.
57 Posts (88%) 3 Projects (5%) 5 Visualizations (8%)
#Systems Engineering 49 #Systems Engineering 49 items
Interdisciplinary engineering discipline focusing on designing, validating, and managing complex systems over their entire lifecycles.
14 Posts (29%) 28 Publications (57%) 1 Course (2%) 5 Projects (10%) 1 Service (2%)
#Software Architecture 46 #Software Architecture 46 items
High-level design decisions, architectural patterns, separation of concerns, and structural excellence in complex software.
37 Posts (80%) 1 Publication (2%) 2 Presentations (4%) 1 Course (2%) 3 Projects (7%) 1 Service (2%) 1 Newsletter (2%)
#Web Development 45 #Web Development 45 items
Engineering standards, responsive design, and browser technologies for scalable internet applications.
35 Posts (78%) 2 Presentations (4%) 1 Course (2%) 2 Projects (4%) 1 Service (2%) 1 Newsletter (2%) 3 Visualizations (7%)
#User Interface Design 42 #User Interface Design 42 items
Visual layout, component ergonomics, typography, and interactive aesthetics for computer software.
35 Posts (83%) 6 Publications (14%) 1 Course (2%)
#Computer Simulation & Modeling 41 #Computer Simulation & Modeling 41 items
Numerical, discrete-event, and agent-based simulation models replicating real-world physical and operational phenomena.
19 Posts (46%) 14 Publications (34%) 2 Courses (5%) 6 Projects (15%)
#Energy Systems 35 #Energy Systems 35 items
Modeling, simulation, and predictive optimization of renewable energy grids, battery storage, and distributed power architectures.
27 Posts (77%) 7 Publications (20%) 1 Project (3%)
#Agentic AI 32 #Agentic AI 32 items
Autonomous software agents combining reasoning, multi-turn tool execution, and goal-directed decision architectures.
26 Posts (81%) 2 Presentations (6%) 2 Projects (6%) 1 Service (3%) 1 Newsletter (3%)
#TypeScript 29 #TypeScript 29 items
Statically typed programming language extending JavaScript with type safety, compile-time validation, and tooling support.
23 Posts (79%) 1 Presentation (3%) 1 Course (3%) 1 Project (3%) 1 Service (3%) 1 Newsletter (3%) 1 Visualization (3%)
#Dynamic Programming 26 #Dynamic Programming 26 items
Algorithmic optimization techniques solving complex problems by recursively breaking them down into overlapping subproblems.
21 Posts (81%) 3 Publications (12%) 2 Projects (8%)
#Software Systems 26 #Software Systems 26 items
Large-scale, reliable, and maintainable software engineering solutions solving complex multi-component operational challenges.
14 Posts (54%) 9 Publications (35%) 2 Projects (8%) 1 Service (4%)
#Manufacturing Systems 25 #Manufacturing Systems 25 items
Integrated hardware, robotic workcells, control logic, and production planning frameworks for industrial discrete manufacturing.
5 Posts (20%) 16 Publications (64%) 1 Course (4%) 3 Projects (12%)
#Open Source Software 23 #Open Source Software 23 items
Publicly accessible software source code enabling transparent inspection, collaborative community contribution, and sovereign deployment.
9 Posts (39%) 1 Publication (4%) 2 Presentations (9%) 9 Projects (39%) 2 Services (9%)
#Hyperkit Software 22 #Hyperkit Software 22 items
Architecture, development, and tool ecosystem surrounding the Hyperkit software suite and visualization utilities.
21 Posts (95%) 1 Project (5%)
#Systems Design 22 #Systems Design 22 items
Synthesizing technical components, interfaces, and protocols to construct coherent, resilient engineering systems.
21 Publications (95%) 1 Course (5%)
#Artificial Intelligence 21 #Artificial Intelligence 21 items
Foundational principles, symbolic reasoning, and deep learning architectures for developing intelligent, adaptive software systems.
18 Posts (86%) 2 Projects (10%) 1 Service (5%)
#Astro 19 #Astro 19 items
Modern web development framework featuring content collections, zero-JS by default, and isolated component islands.
16 Posts (84%) 1 Presentation (5%) 1 Service (5%) 1 Newsletter (5%)
#Blog & Editorial 19 #Blog & Editorial 19 items
Reflections, technical tutorials, engineering notes, and behind-the-scenes insights on computer science and technology.
18 Posts (95%) 1 Service (5%)
#Knowledge Graphs 19 #Knowledge Graphs 19 items
Semantic network representations linking entities, concepts, and relationships to empower machine reasoning and retrieval.
17 Posts (89%) 1 Presentation (5%) 1 Project (5%)
#Systems Verification 18 #Systems Verification 18 items
Formal, algorithmic, and testing methods verifying that system specifications have been faithfully implemented.
3 Posts (17%) 14 Publications (78%) 1 Course (6%)
#Enterprise AI 17 #Enterprise AI 17 items
Strategic integration of sovereign artificial intelligence architectures, governance, and compliant automation within large-scale business operations.
13 Posts (76%) 3 Presentations (18%) 1 Service (6%)
+105 remaining 197 +105 Remaining Tags 197 items
Browse the full topic taxonomy archive across all engineering and research domains.
131 Posts (66%) 30 Publications (15%) 5 Presentations (3%) 11 Courses (6%) 11 Projects (6%) 3 Services (2%) 1 Newsletter (1%) 5 Visualizations (3%)
