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Fraunhofer Institute for Industrial Mathematics ITWM
Fraunhofer Institute for Industrial Mathematics ITWM
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Divisions and Departments
Image Processing
Industrial Image Learning
Action Recognition
AEROS
Video Detection and Retrieval
Hypermath
Latest News
ToolIP Training Courses
Products and Services
Wood Analysis and Computing Lab
ToolIP – Tool for Image Processing
MASC – Modular Algorithms for Surface Control
Consulting
3D Microtomography: High-Resolution Computed Tomography for Material Analysis
Inline Quality Control for Production
AMI4Blisk – Automated Measurement and Inspection System for Bladed Disks
Quality Assurance in the Automotive Industry
Quality Control of Leather
Signal Analysis for Railway Systems
MASC-DISQ – Surface Inspection of Gaskets
Surface Inspection of Vehicle Brake System Components
MASC-STEX – Quality Control of Ceilings
Wood Panels: Machine Learning in Surface Inspection
Edge Inspection
AI Solutions for Digitalization and Sustainability
Action Recognition
AEROS
Video Detection and Retrieval
Hypermath
SynosIs: Optimized Surface Inspection With Artificial Intelligence
EDDA – Efficient Humanitarian Aid Through Intelligent Image Analysis
AI Applications for Industry With Little Data
Project »eQuality«
»SimVision« – Simulation-Based Visual Inspection
Quantum Image Processing
Overview of Quantum Computing in Image Processing: Applications, Algorithms, and Current Research
Mathematics for Vehicle Engineering
Latest News
Streuspanne – Statistics and Its Curiosities
Technology Webinar »Jurojin – Statistics for Fatigue Testing and Reliability Analysis«
Technology Days »Digital Environmental Data for Vehicle Engineering«
Technology Webinar »Digital Environmental Data for Energy Efficiency and Drivetrain Loads«
Technology Webinar »Digital Environmental Data for ADAS/AD-Development and -Testing«
Technology Webinar »Digital Environmental Data for Durability in Vehicle Engineering«
Streuspanne-Lexicon
Seminar »Data Analysis, Machine Learning and Artificial Intelligence in Vehicle Engineering«
Seminar Load Data
Seminar »Statistical Methods for Verifying Component Reliability«
Products and Services
IPS Cable Simulation
JUROJIN
VMC
®
Virtual Measurement Campaign
Commercial Software
U·Sim – Simulation of Vehicle Usage
Dynamic Human Model EMMA: Software for Simulating Human Movements
IPS IMMA
Digital Environmental Data
Simulation of Customer Loads for Control Units under Thermic Loading
Load Data Analysis and Simulation for Excavator Development
VMC® Road & Scene-Generator
IdenT Research Project: Autonomous Driving in Commercial Vehicles for Trucks
Project »InVerS«: Intelligent and Connected Construction Site
Load Data and Durability
Simplified Rig Tests
Fatigue Testing and Reliability
Overall Process for Load Analysis
General Load Data Analysis
Optimal Track Mixing with U·SimOpt
Dynamics and System Simulation
Modelling, Simulation and Analysis of Multiphysical Systems
Data-Based Mathematics
Real-Time Simulation, Simulation-Based Monitoring and Predictive Maintenance
Traffic Simulation
Driver and Operator Modeling
IPS Demify® for Heavy Machinery and Vehicles
Simulation- and Software-Based Innovations for the Development of Commercial Vehicles
Cables, Hoses and Flexible Structures
Nonlinear Model Reduction
Joint project SNiMoRed
Joint project GeoMec
UrWerk – Material Data Rooms for Product Development
THREAD – PhD Program of the European Union
ProP4CableSim – Simulation of Cable Systems in Vehicles
BordNetzSim3D – Simulation-Based Design of Cable Harnesses and Digital Twin of the Wiring System Process
From Ribbon Cables to Interior Trim – Simulation of Flexible Flat Structures
Material Models and Parameterization for Cable Simulation
Operational Simulations of Cables and Hoses: Advanced Cable Physics
Digital Human Models and Human-Machine Interaction
Digital Human Model as Dynamic Manikin
MAVO Project EMMA-CC
EMMA4Drive – Dynamic Human Model for More Safety and Comfort in Autonomous Vehicles
CDTire – Scalable Tire Model
CDTire – PDF Download
Technical Center
Virtual Reality Lab
Human-in-the-Loop Driving Simulator RODOS
MeSOMICS
®
REDAR – Road and Environmental Data Acquisition Rover
Tire Simulations for Sustainable Mobility
Tire Section Scanner
System Analysis, Prognosis and Control
Latest News
KL-Regelungstechnik-Seminar
Webinar-Series: Condition Monitoring and Predictive Maintenance
Products and Services
Analog Insydes
Contactless Torque Monitoring
knowCube Tools for Interactive Knowledge Management and Multicriteria graphical Decision-making
HIL Simulator
Design
Plant and Production Control
Power Generation and Distribution
Vibration Monitoring Systems for Power Plants
Innovative Controller Design for an Energy Efficient Annealing Lehr
Predictive Control Concepts for Power Grids of the Future
UPWARDS – Understanding of the Physics of Wind Turbine and Rotor Dynamics
DESPRIMA – Demand Side and Production Management for Beverage Filling Processes
5Gain – 5G Infrastructures for Cellular Energy Systems With AI
OpenMeter – Data and Analysis Platform to Increase Energy Efficiency
Optimization of Processes in Heat Generation Plants
Real-time Plant Operation and Drive Technology
Hardware in the Loop
Automated Robust Controller Design for Active Vibration Damping
Process Analysis by Machine Learning
HyTwin
DOKuPro
Predictive Maintenance
Bio-Sensors and Medical Devices
Next Generation Sequencing
Diagnostic system for the Brain Maturation Process in Premature Infants
Complex Data Analysis in Life Sciences and Biotechnology
Mathematics for New Drug Development
Machine Learning
Controller Design for Complex Systems
Model Identification and State Estimation
Staff
Andreas Wirsen
Jan Hauth
Christian Salzig
Alex Sarishvili
Hans Trinkaus
Benjamin Adrian
Paulo Renato da Costa Mendes
Sophie Hertzog
Jun Liu
Marvin Jung
Julia Burr
Jens Göbel
Melanie Helmer
Tobias Wolf
Division »Optimization«
Optimization in the Life Sciences
FAST-MoPPs – Design of a Fast Sensitive On-Site Test System.
Optimization of Rescue Station Locations
Project ViKI pro
Projekt RELEVIUM: Lifestyle Optimization for Pancreatic Cancer
TheraVision – How to Grow Therapeutic Viruses
Project KoGGE: Design of Data-Driven Business Models in the Healthcare Sector
Radiation Therapy
Project Field »Resilir«: Projects Around Resilience
Project DECIDE
DIUP: Design of an Intrauterine Device
HealthFaCT – Optimizing Outpatient Medical Care in Rural Areas
Optimization in Radiofrequency Ablation
Opti-TRANS - Optimal Dispatching in Logistics of Hospitals
Scheduling Medical Appointments
HPVex: Design of a Therapeutic Device for HPV Infections of the Cervical Canal
MediAn: Analysis of Cardiology Case Data
IDSAIR: Development of Tools for Dynamic Systems Analysis in Resilience Research
SenoAssist: Software-assisted Treatment Planning in Senology
GamOR – Optimization of Duty Rosters
Extra-Corporal Focussed Ultrasound Therapy
Optimization of the Closure of the Abdominal Wall after Laparotomy
CODECT: Early Digital Detection of Covid 19 Transmissions
ONCORELIEF: Therapy Follow-up Care in Oncology
DFG Project: Cancer Treatment by Proton Therapy
Project »AI4Lungs«
Project »COMFORTAGE«
Project »KoniuS«
Mathematics Against The Coronavirus
Project »PEP – Personnel Deployment Planning in Anaesthesia«
Projects »EPIK I and EPIK II: Decision Support for the Allocation of Individuals in the Rhineland-Palatinate Cancer Registry«
Project »IRIS«
Project »DECIDE II: Digital Consulting, Data Integration, Decision-Making and Empowerment«
Project »Kismo«: Artificial Intelligence in Thyroid Surgery for the Analysis of Intraoperative Neurophysiological Monitoring
Project »OPeR«: Optimized Personnel Planning in Emergency Medical Services
Project »resiLIR«: Technological Advancement and Functional Expansion of the Web-Based Knowledge Transfer Tool
Project »KI-ROBUST«
Products and Services
GSIP Lib & Gen
Decision Support Through Model Simulation: Process Engineering
Nanotechnology
Mechanical Process Engineering
Optimization of Overall Processes in the Chemical Industry
Grey Box Models Chemical Industry
Optimization in Drying Processes
Project FORCE: Decision Support for Product Optimization
THOKA – Thermally Driven High Performance Cooling
BioSorb: Eliminating Trace Elements
Model-Based Experimental Design in Process Engineering
Project Keen: AI Meets 100 Years of Engineering
Electrochemical Processes for Sustainable Chemistry
Customized Simulation – Optimized Separation during Distillation
Qritos – Product Development in the Lab
Customized Simulation – Software Package for Batch Distillation
EU-Project »DigiPass«
Accelerating the Development of Nanotherapeutics Supported by Artificial Intelligence
Artificial Intelligence for Chemical Processes
Machine Learning and Hybrid Models
Databased Planning of Production Processes
Capacity Planning for Complex Value Streams
Optimizing Sales Promotions
Grey Box Model – Integrating Application Knowledge in the Learning Process
Energy and Supply
H₂Opt – Water Supply Management
COpt2 – Optimization of Complex Drinking Water Supply Networks
Planning Optimal Photovoltaic Systems
Energy Supply of Buildings
Project »AmmonVektor«
myPowerGrid
PVCAST
GRID-Friends
Amperix
chargeBIG: A New Charging Infrastructure for Electric Drive Vehicles
Energy Community Schoonschip
Resilient Drinking Water Networks Through Artificial Intelligence
Project »TriWaOpt«
Project »FlexLab«
Production of Colored Gemstones
Latest News
Interview »Optimization in the Life Sciences«
Operations Research: Production Planning and Control
Robust Supply Chains
Optimal Production Sequences
Optimizing Layouts – Getting More Out of the Raw Material
Software for Production Networks: Optimized Planning Across Departmental and Company Boundaries
Product Configuration
Delivery Dates in Production: Reliable Planning for On-Time Delivery
Advanced Production Planning
Intelligent Control of Material Flows in Complex Productions
Efficient Planning for Factories and Production Sites
Customized Digital Planning Processes
Making Uncertainties Plannable
ConWearDi – Processes in Construction
eMasterCraft - Processes in the Construction Branch
BMDV-Project DiCoMa
Transportation Logistics
Reduction of Variants in Truck Chassis Packaging
Division »Analytics and Computing«
Latest News from the Division »Analytics and Computing«
C++ User Group Kaiserslautern
Current Research Topics
Workshop Federated Learning
Products and Services
GaspiLS
GPI-2 – Global Adress Space Programming Interface 2
GPI-Space Memory Driven Computing Big Data
Fed-DART – Distributed Analytics Runtime for Federated Learning
GaspiCxx – Global Adress Space Progamming Interface for C++
Risk Controlling for the Energy Industry
Structured Note Pricer: Valuation of Structured Financial Products
ALMSIM
®
-Pathgenerator: Simulation of Market Scenarios and Pension Products
FACT – Federated Aggregation and Clustering Toolkit
Seismic Imaging
RTM reverse time migration
Boulder-Detection with Machine Learning
Seismic Prestack Depth Migration GRT
DLseis – Deep Learning for Seismic Applications
Data Analysis and Artificial Intelligence
TensorQuant
Carme
DeToL
Styx – GPU Cluster
HALF – Energy-efficient Hardware for Artificial Intelligence
NASE: Neural Architecture Search Engine
European Data Cloud for the Mobility of the Future; BMKW Project »Gaia-X 4 KI«
Aerosols in Climate Models
»STANCE« – Strategic Alliance for Neuromorphic Computing and Engineering
Smart Statistics Software Helps Health Departments Make Everyday Decisions
CorASiV – Decision Support for Health Authorities
Credit Risk Management for Government and Corporate Bonds Based on News Releases
Bauhaus.MobilityLab
European Framework for Trustworthy Generative Artificial Intelligence
Scalable Parallel Programming
SafeClouds – Distributed Infrastructure for Data Analysis in Aviation
Constraint Solving for the Variant Configuration of SAP
EPI – Development of Microprocessors for Supercomputers Phase 2
EPiGRAM-HS: Heterogeneous Supercomputing
EPEEC: European Programming Environment for Heterogeneous Supercomputers
Memory Centric Storage (MCS) – Flexible Toolbox for Scalable Storage Management
Quantum Computing
»QuSAA – Quantum Algorithms for Strategic Asset Allocation«
EnerQuant: Quantum Computing for the Power Industry
Automatically Discovering and Optimizing Quantum Architectures
Benchmarking for Quantum AI: »Quant²AI« Makes Quantum Computing Applications Comparable
STX – Stencil- and Tensor Accelerator
Business Analytics and Anomaly Detection
Data Science in the Automotive Industry
Fraud and Anomaly Detection
Damage Extrapolation and Sample Size Determination in the Healthcare Sector
Market Abuse Directive (MAD) and Market Abuse Regulation (MAR) for Energy Suppliers?
Decision Support for Business Management Processes with the Help of New AI Methods
Criminal Networks: Combating Billing Fraud and Corruption in the Healthcare Sector
From Excel to App: Data Science in Real Estate Financing
Artificial Intelligence Against Money Laundering – Automatically Analyzing Suspicious Activity Reports
Data-Driven Cash Flow Models: Better Planning and Risk Assessment
Intelligent Budget Planning Through Ai-Powered Predictive Models
Financial and Insurance Mathematics
Market Models
ALMSIM
®
: Software for Asset Liability Management
Risk Management
Classification of Private Retirement Provision
Researchers in Financial Mathematics Calculate Smart Solvency Capital
Standardized Evaluation of Retirement Products
Solvency II Key Figures – Prediction and Explainability With Artificial Intelligence
For the Pension Provision Debeka and Us Develop Objective Assessment Frameworks for Its Customer Service
Retirement Provision and Life Insurance
Retirement Phase: Design Options for an Individual Pension Plan and Greater Flexibility
Investment Management and Optimization
Sustainable Finance
Valuation of Derivatives and Portfolio Optimization
Strategic Asset Allocation and Portfolio Optimization
Fraunhofer Parallel File System – BeeGFS
AI Rescue: Success Strategies for Stalled AI Projects
Division »Processes and Materials«
Products and Services
FLUID Simulation Software for Complex Fluids
GRAIN Granular and Bulk Flow Simulation
FeelMath – Analysis Tool for Micro-Structures
FiltEST Filter Element Simulation Tool
TexMath
BEST Battery and Electrochemistry Simulation Tool
GeoDict The Digital Material Laboratory
PoreChem
FOAM – Software Simulates Foam Manufacturing Process
FiberMath – Realistic Microstructures for Fiber-Reinforced Composites
FIDYST – Fiber Dynamics Simulation Tool
RADEFF – Effective Simulation of Radiative Transfer
STRING – Comet-like Animation Based on Trajectories of Transient Water Flow
LODTa – Light Optimal Distribution Tool
FPM – Finite Pointset Method
Virtual Production of Nonwovens using SURRO
Simulations with MESHFREE
VISPI – Simulate Virtual Spinning
»AD Net Heat« Software Solution for District Heating – Dynamic Simulation for the Networks of Tomorrow
cashocs: Fluid Dynamical Shape Optimization
MAVI – Modular Algorithms for Volume Images
SWUI – Fraunhofer ITWM Solver Web UI
SPOT – Spin Pattern Optimization Tool
Grid-Free Methods
Paths
FPM for the Simulation of Flow Problems during Glass Production
Airbag Deployment
Refueling of Motor Vehicles
SimuSTART – Easy Access to Numerical Simulations
Simulate Spray Jet Cleaning Without a Grid
It’s All About the Surface – Simulation for Multiscale Micro and Nano Injection Molding
Optimizing Aerial Water Drops During Wildfires: BMFTR Project »Forest Shield«
Latest News from the Division »Processes and Materials«
Terahertz in Pipe Manufacturing: Efficient Quality Assurance for Industry
Terahertz in Automotive Production: Precise Paint Thickness Measurement With Das-Nano
Terahertz Inspection of Slush Skins
Non-Destructive Testing
ARTEMIS – Antenna Arrays for Material Identification and Security Applications
DOTNAC – Terahertz Sensors for Non-Destructive Testing of Aircraft Components
RADOM – Quality Control in the Aerospace Industry
SLAPCOPS Laser for Terahertz Measurement Technology
Mobile Terahertz Sensor
Project ASKIVIT – Extracting Raw Materials from Bulky Waste
BMBF Project »T-KOS«: Terahertz Technology for Reliable Communication
Fraunhofer ITWM and Terahertz Technology Support Cultural Heritage
STELLAR: Roll-To-Roll Technology for Lithium Metal Anodes
Layer Thickness Measurement
SelfPaint - Self-programming Paint Booth
Flexible Pipe Inspection With Terahertz Technology
Inline Thickness Measurement of Coatings on Battery Foils
It’s All in the Paint! Paint Thickness Measurement for the Highest Quality
Material Analysis
THz-SEMICON: Precise Semiconductor Testing With Terahertz Technology
Material Characterization for RADAR Applications
Quantum Technology
Measuring the Paint Thickness of Winding Wire
Hyperspectral Imaging for Ripe Tomatoes
QUILT – Quantum Methods for Advanced Imaging Solutions
3D Micro- and Mesoprinting
»FEMUT« – New Opportunities for Ultrasound Examinations
Project »Tera-Amp«
Application Center TeraTec
Technical Textiles and Nonwoven
Paper Machine Clothings
Modeling, Simulation and Optimization of Knitted Compression Stockings
Modeling the Mechanical Properties of Knitted Spacer Fabrics
Simulation of Mechanical Textile Properties
AIF-Project - Simulation of Mechanical Leather Performance
Micromechanical Simulation of Nonwovens for Virtual Product Development
FoamInTextil
OptiDrape – Draping Processes for FRP Components
TexMath – Simulate Wrinkling in Tubes
Project »SoSeTex«
Simulation for High-Performance Hygiene Products
EU-Project »TEXTaiLES«
Laboratory for Material Characterization
Modelling, Simulation and Optimization in Lightweight Construction
Residual Stresses in Aluminum-Silicon Cast Alloys
Adaptive Approximation Method for Multi-Scale Simulation of Nonlinear Behavior of Composites
Design and Optimization of Adhesive Joints for Plate and Disc Components made of Ultra-High Performance Concrete
CustoMat3D
Integrative Simulation Chain for Components
Efficient Multi-Scale Methods for Short Fiber Reinforced Plastics
Characterization and Modelling of Long Fiber Reinforced Thermoplastics
EU Project ALMA: Thinking Ahead to Electromobility Electromagnetic Waves
DigiLaugBeh: Lightweight Construction and Long Fibers Save Energy With the Help of Simulations
Simulation Sheet Molding Compound EN
µ-Kern
Programmable Materials
Predict-TPC
Optimized Simulations Using Component Scans
Microstructure Analysis
Segmentation and Analysis of Particles in 3D
Stochastic Geometry Models
Modelling of Microstructures: Fiber Systems
Analysis of Lichens
Analysis of Closed Foams
Analysis of Open Foams
Analysis of Snow
Capillary Vascular Structures
Modelling of Microstructures: Foams
Biscuits Roses Analysis of Open Cell Microstructures
Image Analysis for Fiber-Reinforced Polymers
INSITU: Intrinsic Structural Analysis for Identification and Traceability of Formed Parts
Deep Learning for 3D Reconstruction of Highly Porous Structures From Fib-Sem Image Stacks
Cloudiness
DAnoBi: Find and Characterize Cracks in Concrete
The Shape is Decisive – AI-Based Particle Separation in Computed Tomography Images of Rock Aggregates
Wood Species Identification Using Artificial Intelligence (AI)
Filtration, Separation and Reactive Transport
Simulation of Diesel Particulate Filters
Computer-Aided Optimization of Filter Pleats
Modeling and Simulation of the Deformation of Filter Media
Modeling Simulation AFFF
AMSCHA – Modelling and Simulation of Chromatography
Predictive Maintenance for Filtration
Model-Based Optimization of Process Chains for Filter Nonwovens
Fluid Dynamics Process Simulation
CoPool
XERIC: Innovative Climate Control System for Electric Vehicles
SOVEB: Potting Process Simulation of Electronic Devices
Simulation of PU Foam Expansion in Car Seat Manufacturing
Digital Twin: Our Multiscale Simulation Chain for Foam Components
FoAM – Additive Manufacturing With Foam 3D Printing
Analysis and Optimization of a Texturing Nozzle
Simulation-based Constructive Design of a Nonwoven Spunbond Plant
Temperature Field in a Floodlight
Variopunch – Adaptive Needle Looms
H2-D: Better Understanding Hydrogen Electrolysis Through Simulation
BMWK Project BiGOFil: Extrusion Simulation of Bicomponent Synthetic Fibers
Designing Polymer Spin Packs
Simulations Optimize the Design of Actively Ventilated Face Visors
Simulation and Optimisation of Chemical Microreactors
Electrochemistry and Batteries
Battery Cells with Integrated Sensors
Volume Change and Phase Separation in Electrode Materials
Predict the Life of Lithium-Ion Batteries
Optimization of the Gas Diffusion Layer for Use in PEM Fuel Cells
ProZell Cell-Fi Production of Battery Cells
DEFACTO – New Methods in Development and Production of Battery Cells
Project ABBA-VEEB
Simulation of the Production of Lithium-Ion Cells and Battery Packs
Simulation of Electrochemical Impedance Spectroscopy (EIS)
Simulation of Cell Aging and Degradation of Li-Ion Batteries
Project »structur.e«
Modular and Multiscale Model Integration
Flexible Structures
Airlay Processes
Spunbond Processes
Spinning Processes: Simulation Production Glas Wool / Fibers
Optimized Needle Boards
Virtual Bobbin Dyeing and Optimization
Machine Learning in Textile Industry
Industrial Dry Spinning Processes
Project VISPI: Virtual Spinning
Simulation of Meltblown Processes
Cooperation: Airlay Processes Simulation
Hybrid AI Models for Sustainable and Efficient Nonwoven and Meltblown Production
Optimizing Energy Networks – Simulating, Controlling, and Regulating Electricity, Gas, and Heating Networks
Gas Pipeline Networks
Flange Optimization
DYNEEF: Dynamic Simulation to Improve Efficiency of District Heating Grids
»DingFESt«: Digital Twin Monitors and Controls District Heating Networks
Materials Characterization and Testing
THz-Spectroscopy
Terahertz Imaging
Opto-Electronic Systems Design
Terahertz Components
Terahertz Mail Scanner
Terahertz Technology
Hyperspectral Imaging
Fraunhofer ITWM Involved in the VDI Technical Committee »Terahertz Systems«
Non-destructive Material Testing with Optical Coherence Tomography (OCT)
FMCW Terahertz Test Technology
Measuring Cell »DigiCell«
Industrial Terahertz and Millimeter Wave Measurement Systems: Development, Integration, and Turnkey Solutions
Modelling, Simulation and Optimization of Insulating Materials
Door Simulation
Structural Optimization in Mechanics and Acoustics
Optimization of Insulation Materials
Simulation-Assisted Development of Medium Density Fiberboards
Model Reduction
PAMOR
3D-Reconstruction of Fractured Hip
Equalization of Bass Speakers
Flange Optimization
Local Application of Drugs to the Inner Ear
Radiation Transport in Scattering Media
Simulation of Mixing Processes for Granular Material
RoMI
Fields of Application and Key Topics
[X]
Fields of Application and Key Topics
Artificial Intelligence and Machine Learning
Renewable Energies and Sustainability
EFRE Project »AMMONPAKTOR«
»ENERDIG« – Digitalization and Artificial Intelligence for Energy Management 2.0
Innovative Designs for Optimized Flow Fields in Reactors
Medicine and Healthcare
Automotive
Textiles
»ProQuIV«: Improving Production and Quality of Infection Protective Clothing
»ViDestoP«: Virtual Design Chain and Stochastic Prototyping of Nonwovens
Quantum Computing at the Fraunhofer ITWM
BMBF Project QCStack
Quantum Technology Professional
BMFTR Project »Rymax«
Project »AnQuC-3«
Project »QUIP«
Project »EniQmA«: Hybrid Quantum Computing Meets Use Cases
Introduction to Quantum Machine Learning
Quantum Computing: Gold-Rush Fever in Research
Quantum Valley Oberrhein – UpQuantVal_EN
Quantum Computing Training Archive
Training Courses With a Focus on Quantum Computing
INQUBATOR
Predictive Maintenance
EMILIE: Embedding Machine Intelligence Logic and IT Security into Edge Devices
Re(Pro)³ : Image Data-Based Solutions for Production Processes
EU-Project »INTEREST«: Integrated Digital Solution for Real-Time Control of Renewable Energy Systems
Modeling Platform »RAPIDZ«: Digital Twins in Production
Functional Materials
Oho: Optimization of Wood-Fiber Based Insulation Materials
Lead Project »SUBI2MA«
Artificial Intelligence in the »Mobility« Focus Area in Rhineland-Palatinate
Next Generation Computing
Contact
Jobs|Career
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Jobs|Career
Professionals
Portrait Dr. Henrike Stephani
Portrait Dr. Isabel Michel
Portrait Dr. phil. Dovilė Čibiraitė-Lukenskienė
Portrait Prof. Dr. Anita Schöbel
Portrait Dr. Xiaoyin Cheng
Portrait Johanna Heidrich
Beginners
Portrait Petra Gospodnetić!
Portrait Quirin Hoesch
College Students
Aumtumn School of the Felix-Klein-Akademie 2023
Interview Johanna Heidrich
Portrait Lars Gottfriedsen and Steven Ziegler
Felix Klein Academy 2022 Fall School
Intership Interview Max Burr
Femtec Excursion: A Day at the Fraunhofer Center in Kaiserslautern
Autumn School of the Felix Klein Academy 2024
Portrait of Alyssa Mori, Anton Heydenreich and Leonie Kremer
Interview: Insights Into Writing a Thesis at the Institute
Portrait Victor Adeyemi
Project QUIP: Discover Quantum Technologies at Fraunhofer ITWM
Autumn School of the Felix Klein Academy 2025
School Students
MINT-EC_Math-Talent-School-2022_2_EN
Math-Talent-School 2023
Voices from the Math Talent School 2023
Review Math Talent School RLP 2023
MINT-EC_Math-Talent-School-2023_en
Review of the MINT-EC Math-Talent-School 2023
Insights Apprenticeship IT Specialist »System Integration«
Girls’Day 2024 at the Fraunhofer ITWM
Math Talent School Girls-Camp 2024
Math-Talent-School 2024
Review of the MINT-EC Math-Talent School 2024
School Internship at the Fraunhofer ITWM
MINT-EC-Girls-Camp: Math-Talent-School 2025
Math Talent School 2025
MINT-EC-Girls-Camp: Math Talent School 2026
Frequently Asked Questions
Working at the Fraunhofer ITWM
How we welcome and support women’s career
Working With Disabilities at the Fraunhofer ITWM
»Tell Us Your Lautrer Math Story!«
Press|Publications
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Press|Publications
Press Releases
2025
Simulation Tool for Climate-Friendly District Heating Management
2025_01_14_Research and Training at the Fraunhofer ITWM for the Quantum Year
Using AI, Digital Twins and Smart Algorithms to Achieve a Resource-Efficient Energy Industry
State Government Supports New Quality Assurance Project Re(Pro)³
Dynamic Electricity Prices and Flexibility Marketing for the Floating Energy Community Schoonschip
Getting More Out of the Battery with Simulations
New Book: Introduction to the Concepts of Machine Learning
Interreg Project Quantum Valley Upper Rhine
Creating Your Own Start-up with Fraunhofer AHEAD
Groundbreaking Ceremony for the Extension of the Fraunhofer ITWM
KI4KMU – Send us your projects by August 31, 2025
Ammonia: Bright Prospects
Prof. Dr. Anita Schöbel Is a Technology Ambassador
How AI Is Shaping the Next Generation of Respiratory Medicine
Digital Solutions for the Plastics and Rubber Industry
EU/ME Meeting x Quantum School
Tire Simulations for Sustainable Mobility
Textile Industry: Simulation of the Spinning Process
State Government Promotes New Lightweight Construction Project in Kaiserslautern
Roll-To-Roll Test Facility for Efficient Lithium Metal Anodes
KLAIM – Interdisciplinary Exchange and Solutions for Coupled Problems
Paving the Way for Virtual Tire Development
AI and Simulation as Drivers of Innovation in Biotechnology
Supercomputing 2025 EN
Fraunhofer ITWM at E-world 2026
2020
2021
2024
2024_01_11_Shorter Journeys, More Time for Care
Handover Funding Decicion for the Project »eQuality«
Fraunhofer ITWM at the E-World Energy and Water 2024
2024_02_26_QUIP Winter School 2024 – From the Classical to the Quantum World
2024_02_29_Fraunhofer ITWM at the JEC World in Paris
2024_03_05_Digital Twin for All Process Steps in Battery Production
2024_03_15_Twelve Talents Wanted for the National Round of the 63rd Mathematical Olympiad!
2024_04_04_embedded-world
2024_04_03_Advisory-Board-Meeting-PM-ANQUC
2024_04_16_Landeswettbewerb Mathematik
2024_04_24_Fraunhofer ITWM Generates Synthetic Data
2024_04_25_Research Team Presents New Web Platform »resiLIR«
2024_05_08_ISC High Performance EN
2024_05_16_DFG Research Training Group (Graduiertenkolleg)
2024_06_04_Support for Care Staff: Long-Term Care With AI
2024_06_12_MESHFREE Simulation Tool Wins 2024 Joseph von Fraunhofer Prize
2024_06_14_Holistic Battery Simulation: Production, Quality Control, Driving Behavior
Studying for a Doctorate in France and Germany
2024_08_27_MESHFREE Simulates Highly Dynamic Processes in Shipping
2024_09_02_Harnessing AI to Fight Global Deforestation
2024_09_17_Thinking_out_of_the_Box_ Daniel_Stich_Campaign_in_Transition_EN
Book »Forscherinnen im Fokus – Wir schaffen Veränderung«
2024_10_17_FILTECH 2024 EN
Fraunhofer ITWM’s Digital Twin Optimizes Extrusion Processes
2024_11_14_Fraunhofer ITWM Participates in EIOPA Consultation on »Value for Money«
2024_11_15_Supercomputing 2024 EN
2024_11_20_Workshop Patch Approximation EN
2024_11_26_FOAM 2024 EN
2024_12_03_Fraunhofer Cluster of Excellence Advanced Photon Sources CAPS Funds new research group »Optical Quantum Metrology«
2019
2023
2023_11_27_Developing Optimal Foam Components With Simulation
2023_12_04_Study Costs of Pension Insurance
2023_11_03_Supercomputing 2023
2023_10_30_Artificial Intelligence Controls Plants More Efficiently
2023_10_05_Digital Twin Optimizes Processes at RheinEnergie Combined Heat and Power Plant
Interview with Tania Jacob
Interview KLAIM 2023 Kutyniok
Anita Schöbel Awarded Gor 2023 Science Prize
Solvency Capital Calculation With Artificial Intelligence
2018
2017
2016
2015
2014
2013
2012
Latest News at the Institute
2022
2023
Obituary Dr. Heiko Andrä
Publications & Annual Reports
Fraunhofer ITWM Activity Reports
Press Distribution List
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Fairs|Events
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Fairs|Events
Series of Talks »Blick über den Tellerrand«
2025
Solving Industry Challenges With ToolIP
IPS Cable Simulation User Conference 2025
MESHFREE Seminar
Kaiserslautern Applied and Industrial Mathematics Days – KLAIM 2025
Quanten-Lecture: QPerfect
Registration Quantum Lecture
SPIE Photonics West 2025
E-World Energy and Water 2025
MINT-EC School Management Conference 2025
Tire Technology Expo 2025
DTE and AICOMAS 2025
JEC World 2025
Maintenance Dortmund
VDI Conference Human Vibrations 2025
GAMM Annual Meeting 2025
ZERO PROTOTYPES Summit 2025
DVM Conference: Design of Components Made of Copper and Copper Alloys
WG Quantum Computing and Applications
The Battery Show Europe 2025
VDI Conference: Driver Assistance Systems and Automated Driving
ModVal 2025
PANNDT Conference 2025
Embedded World 2025 EN
(Inter-) National Conference on Infectious Disease Modeling 2025
Energy HPC
Control 2025
Automotive CAE Grand Challenge
International Conference on Highly Flexible Slender Structures (HFFS) 2025
K 2025
International Women's Day 42
CLEO Conference
DGZfP Meeting
MIOMD 2025
DMPP Workshop
Textile FIlter
ECCA Workshop
NAFEMS 2025 EN
Girls'Day @ Fraunhofer ITWM
C++ User Group Kaiserslautern
RailDresden 2025
Opening 42kaiserslautern
EAGE Digital 2025
YEFC und VIPCOAT Consortium
Night of Science
Hannover Messe
DPG Spring Conference
Innovative – Excellent – Visible: Women in Science, Business and Society
Quantum Computing Applications in Optimization
European Solid Mechanics Conference
EM-Power Europe 2025
Weitergedacht – Interdisciplinary Discourse on the Relationship Between Sciences and AI
DPP4EU Conference
KIT Career Fair 2025
Career Fair next 2025
Firmenkontaktmesse Treffpunkt
Workshop of the DFH Research Training Group Mathematical Image Processing
Industry Workshop Coating Thickness Measurement
Enter Future Math and IT
Annual Conference DAV and DGVFM 2025
automatica 2025
Bordnetzkongress
chassis.tech plus 2025
EAA e-Conference
Theme day »Health« at 42kaiserslautern
EAGE Annual 2025
EuIndTech Conference
Webinar Accelerate Battery Design
Advanced Automotive Battery Conference AABC Europe
MESHFREE Seminar
EU/ME Meeting x Quantum School
ISC High Performance 2025
DVM Working Group Conference on Operational Stability
DVM Seminar Fundamentals and Methods for Determining the Structural Properties of Cables
PARTICLES 2025
ESCAPE Conference
VDI Conference: Tires – Chassis – Road
VC Conference 2025
Vibrations
MINT-EC-Girls-Camp: Math Talent School 2025
IT Practice Day
New Mathematics for AI Innovation
ECCE Conference
National Research Data Infrastructure
ECCOMAS Conference
IRMMW-THz Conference
EMVA Conference
DynResHPC Workshop
Inclusive Career Event at the Fraunhofer ITWM
Terahertz Young Scientists Meeting 2025
IMAGE 2025
TTASS – 2025
DSC 2025 Europe XR
Barcelona Summer School 2025
SPIE Sensors + Imaging
High Level Quantum Computing Training for Decision Makers
MESHFREE Seminar
Innovative Heating Networks and District Solutions
HEATEXPO 2025
Felix Klein Autumn School 2025
AI & Data Summit and Quantum Summit
The »European Processor Initiative« (EPI) – How realistic is Sovereignty in the Field of High Performance Processors?
Certified Quantum Computing Professional – Basic Level
Certified Data Scientist Specialized in Quantum Machine Learning
How Can We Strengthen Our Democracy?
Careers with Impact – Shaping the Future through Applied Research and with Fraunhofer
EUCCO 2025
Controlling in Health Insurance
Kassengipfel 2025
GET2025
Police Day in Potsdam
OPASCA Users & Friends Meeting
Maintenance Munich
MI(N)T machwelt – Experiment days at the garden show
Summer School 2025
Information Session »Research Expertise for the Rhineland-Palatinate Security and Defense Industry (SVI)«
Industrial Services in Dialog 2025
Quantum Effects 2025
NFDI4ING Conference EN
IEEE Conference
RICAM Special Semester on Computational Methods for Electric Machines
RLP NEXT 2025
HPC Conference
KIDA-KON 2025
AI and Simulation in Biotechnology
R+V Math Barcamp 2025
Surface Inspection Seminar
Driving Simulation 2025
»Medicine, Health, Economy, Tourism and Culture«
Anomaly Detection Workshop
PEMT 2025 – Annual Meeting of Process Engineering and Materials Technology
MINT-EC-Camp – Math Talent School 2025
Supercomputing 2025 (SC25)
38th Hofer Nonwovens Days
HIH Summit 2025
SWIM 2025
Munich Neuromorphic Hackathon
Formnext 2025
Productronica 2025
IPG Collaborative Powertrain TechDay
Fujitsu International Quantum Computing Conference 2025
2026
International Tire Colloquium 2026
SMM 2026
International Workshop Terahertz Technology and Applications 2026
Call for Papers
Anmeldung Veranstaltung
Data Analysis and Machine Learning in Vehicle Engineering
International Commercial Vehicle Technology Symposium 2026
2026_06_09-11_Load Data – Analysis and Simulation
Statistical Methods for the Proof of Component Reliability
»Automated Driving 2026«
High Level Quantum Computing Training for Decision Makers
High Level Quantum Computing Training for Decision Makers
E-world Energy and Water 2026
Conference on Mathematical Life Sciences
MESHFREE Seminar
MESHFREE Seminar
Tire Technology Expo 2026
JEC World 2026
Maintenance Dortmund
SPIE Photonics West 2026
GAMM Annual Meeting 2026
Embedded World 2026
Girls'Day @ Fraunhofer ITWM
Summer School on Insurance Innovations
Energy HPC
PaintExpo 2026
Fachtage Fernwärme 2026
Automotive CAE Grand Challenge
ModVal2026
crash.tech 2026
DPG Spring Conference 2026
VIMS 2026
EMMC 2026
Scientific Colloquium 2026
Event registration
Battery Show Europe 2026
DPG Spring Meeting of the Section on Atoms, Molecules, Quantum Optics, and Photonics
INDEX 2026
TechTextil 2026
ECNDT 2026
NAFEMS DACH 2026
Control Expert Days 2026
Annual Conference DAV and DGVFM 2026
JSAE Annual Congress 2026
CESQ Quantum Week 2026
International Conference on Mobile and Miniaturized Terahertz Systems (ICM2TS)
tank.tech 2026
IPH Open House Germany 2026
HLRS Future Computing Workshop 2026
C++ User Group Kaiserslautern
EAGE Annual 2026
Mathematical Methods in Process Engineering (MMiPE)
DIIR Anti-Fraud Management Conference
Tag der Mathematik
IN|NOVATE NOW 2026
Advanced Automotive Battery Conference AABC Europe
Hannover Messe 2026
Innovationen aus Kaiserslautern (Innovations from Kaiserslautern)
International Conference on Information Fusion
IGARSS Symposium 2026
MINT-EC-Girls-Camp: Math Talent School 2026
Management and Controlling Congress 2026
IFORS 2026
PPSN 2026
International Conference on Multibody System Dynamics
MedtecLIVE 2026
Certified Data Scientist Specialized in Quantum Machine Learning
Certified Quantum Computing Professional – Basic Level
OR 2026
EUROPT 2026
Interschutz 2026
ISC High Performance 2026
MESHFREE Seminar
Apply and Innovate – The International Technology Conference 2026
Specialist conference of the European Space Agency (ESA)
Scientific Conference on Quantum Computing and Quantum Engineering
Innovations from Kaiserslautern
AI and Simulation for Sustainable Drinking Water Management
Beyond Classical AI
FILTECH 2026
ICMS 2026
Kasseler Trinkwassertagung
TTASS – 2026
WCCM-ECCOMAS
Annual Conference on Tire Science and Technology 2026
VDI Conference »Eurotyre« 2026
AI4LUNGS Awareness Workshop
Young Researchers Symposium 2026
Felix Klein Autumn School 2025
DVM Seminar Fundamentals and Methods for Determining the Structural Properties of Cables
DVM Working Group Conference on Operational Stability
German Conference on Artificial Intelligence
VDI x ASQF Future Forum 2026
28th Annual Conference of EURO Working Group on Transportation
Driving Simulation Conference Europe 2026 XR
European Conference on Computer Vision ECCV 2026
Conference on Construction Machinery Engineering 2026
SIAK Innovation Day
IMAGE 2026
IPS Cable Simulation User Conference 2026
Maintenance Munich
Foam Expo Europe
Window to Innovation – Technology made in Kaiserslautern
Hofer Nonwovens Days 2026
Smart Process Manufacturing 2026
Dornbirn – Global Faser Congress 2026
DSC Europe 2026 XR
Surface in Motion 2026
Quantum Industry Chat and UpQuantVal Conference 2026
Surface Inspection Seminar
Forum 2026
Synthetic Data Symposium 2026
Materials Testing Conference 2026
Day of Physics 2026
AI4Science
Agentic AI and Foundation Models Workshop
MESHFREE Seminar
Tech Table Quantum Technologies 2026
glasstec 2026
Today math, tomorrow… ?
Image Processing Forum
Supercomputing 2026 (SC26)
carhs Symposium
Autumn Meeting of the DAV and DGVFM
AI and Life Sciences Dinner Club
HEATEXPO 2026
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Division »Analytics and Computing«
Norman Ettrich
Profile of Norman Ettrich
Fraunhofer-Publica
A collection of publications by Norman Ettrich in the Fraunhofer-Publica
Fraunhofer Institute for Industrial Mathematics ITWM