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Fraunhofer Institute for Industrial Mathematics ITWM
Fraunhofer Institute for Industrial Mathematics ITWM
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Image Processing
Industrial Image Learning
Action Recognition
AEROS
Video Detection and Retrieval
Hypermath
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ToolIP Training Courses
Products and Services
Wood Analysis and Computing Lab
MAVI – Modular Algorithms for Volume Images
ToolIP – Tool for Image Processing
MASC – Modular Algorithms for Surface Control
Consulting
Computed Tomography
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
Wood Species Identification Using Artificial Intelligence (AI)
Cloudiness
DAnoBi: Find and Characterize Cracks in Concrete
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
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«
Quantum Image Processing
Financial Mathematics
Latest News
ML in KL Lightning Talks
Current Research Topics
Blog of the EP-KI Team
Workshop Federated Learning
Products and Services
Accounting Audit
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
Research Focus Data Science
Credit Risk Management for Government and Corporate Bonds Based on News Releases
CorASiV – Decision Support for Health Authorities
Bauhaus.MobilityLab
Smart Statistics Software Helps Health Departments Make Everyday Decisions
FACT – Federated Aggregation and Clustering Toolkit
Flexible Loads on the Energy Market
Risk Controlling for the Energy Industry
Market Models
ENets: Modelling and Control of Future Energy Networks
EnerQuant: Quantum Computing for the Power Industry
AGENS: Neural Networks Predict Energy Consumption
Retirement Provision and Life Insurance
ALMSIM
®
-Pathgenerator: Simulation of Market Scenarios and Pension Products
Risk Management
Valuation of Derivatives and Portfolio Optimization
Asset Liability Management
Classification of Private Retirement Provision
Researchers in Financial Mathematics Calculate Smart Solvency Capital
Standardized Evaluation of Pension Products
Strategic Asset Allocation and Portfolio Optimization
Solvency II Key Figures – Prediction and Explainability With Artificial Intelligence
Research Focus Financial Mathematics
Sustainable Finance
Structured Note Pricer: Valuation of Structured Financial Products
Quantum Computing Financial Mathematics
»QuSAA – Quantum Algorithms for Strategic Asset Allocation«
High Performance Computing
Latest News
Machine and Deep Learning Seminar
C++ User Group Kaiserslautern
Products and Services
ALOMA – A Framework for Seismic Applications
GaspiLS
GPI – Global Adress Space Programming Interface
GPI-Space Memory Driven Computing Big Data
Fed-DART – Distributed Analytics Runtime for Federated Learning
GaspiCxx – Global Adress Space Progamming Interface for C++
Green by IT
GRID-Friends
mySmartGrid - Energy savings made easy
EMOS room climate
myPowerGrid
PVCAST
Green by IT Newsletter Registration
Your subscription for the Green by IT Newsletter
Amperix
chargeBIG: A New Charging Infrastructure for Electric Drive Vehicles
Visualization
Seismic Imaging
Seismic Prestack-Depth Migration GRT
Pre-Stack PRO
RTM reverse time migration
Boulder-Detection with Machine Learning
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
Data Analysis and Machine Learning
TensorQuant
High Performance Deep Learning Framework
Carme
DeToL
Styx – GPU Cluster
DLseis – Deep Learning for Large Scale Seismic Applications
HALF – Energy-efficient Hardware for Artificial Intelligence
NASE: AI-Services Neural Architecture Search as a Service
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
Fraunhofer Parallel File System – BeeGFS
Quantum Computing
STX – Stencil- and Tensor Accelerator
Materials Characterization and Testing
Latest News
Products, Services and Competences
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«
Application Center TeraTec
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
Layer Thickness Measurement
SelfPaint - Self-programming Paint Booth
Flexible Pipe Inspection with Terahertz Technology
Inline Thickness Measurement of Coatings on Battery Foils
Material Analysis
Quantum Technology
Coating Thickness of Enameled Wire
Hyperspectral Imaging for Ripe Tomatoes
QUILT – Quantum Methods for Advanced Imaging Solutions
3D Micro- and Mesoprinting
»FEMUT« – New Opportunities for Ultrasound Examinations
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 and Machine Learning 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
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
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
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
MF-Technikum
Virtual Reality Lab
Human-in-the-Loop Driving Simulator RODOS
MeSOMICS® IPS Cable Simulation
REDAR – Road and Environmental Data Acquisition Rover
Flow and Material Simulation
Latest News
Products and Services
FLUID Simulation Software for Complex Fluids
GRAIN Granular and Bulk Flow Simulation
FiltEST Filter Element Simulation Tool
BEST Battery and Electrochemistry Simulation Tool
TexMath
FeelMath – Analysis Tool for Micro-Structures
GeoDict The Digital Material Laboratory
PoreChem
FOAM – Software Simulates Foam Manufacturing Process
FiberMath – Realistic Microstructures for Fiber-Reinforced Composites
Technical Textiles and Nonwoven
Paper Machine Clothings
Nano-Meltblown-Fibers
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 the Resilience of Nonwovens
FoamInTextil
OptiDrape – Draping Processes for FRP Components
TexMath – Simulate Wrinkling in Tubes
Microstructure Simulation and Virtual Material Design
Cellulosic Materials
Generating Virtual Structures for Paper and Paperboard
µ-Kern
Programmable Materials
ResKin – Simulation of Processes in Reservoir Rock
Simulations in Lightweight Construction and Insulation Materials
Door Simulation
Residual Stresses in Aluminum-Silicon Cast Alloys
Adaptive Approximation Method for Multi-Scale Simulation of Nonlinear Behavior of Composites
Structural Optimization in Mechanics and Acoustics
Design and Optimization of Adhesive Joints for Plate and Disc Components made of Ultra-High Performance Concrete
Optimization of Insulation Materials
Simulation-Assisted Development of Medium Density Fiberboards
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
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
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
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«
Laboratory for Material Characterization
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
Transport Processes
Latest News
Products and Services
FIDYST – Fiber Dynamics Simulation Tool
FPM – Finite Pointset Method
RADEFF – Effective Simulation of Radiative Transfer
LODTa – Light Optimal Distribution Tool
STRING – Comet-like Animation Based on Trajectories of Transient Water Flow
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
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
Fluid Dynamical Process Design
Analysis and Optimization of a Texturing Nozzle
Temperature Field in a Floodlight
Simulation-based Constructive Design of a Nonwoven Spunbond Plant
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
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
Energy Transport Networks and Model Reduction
PAMOR
3D-Reconstruction of Fractured Hip
Equalization of Bass Speakers
Gas Pipeline Networks
Local Application of Drugs to the Inner Ear
Radiation Transport in Scattering Media
Simulation of Mixing Processes for Granular Material
RoMI
DYNEEF: Dynamic Simulation to Improve Efficiency of District Heating Grids
»DingFESt«: Digital Twin Monitors and Controls District Heating Networks
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 APPWAG
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«
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
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
Production Planning and Scheduling
Smart Farming
eMasterCraft - Processes in the Construction Branch
Production planning in Personalized Medicine
Cutting Problems
ConWearDi – Processes in Construction
Making Uncertainties Plannable
Customized Digital Planning Processes
Transportation Logistics
Distribution of Spare Parts
Reduction of Variants in Truck Chassis Packaging
BMDV-Project DiCoMa
Energy and Supply
H₂Opt – Water Supply Management
COpt2 – Optimization of Complex Drinking Water Supply Networks
Planning Optimal Photovoltaic Systems
Energy Supply of Buildings
Production of Colored Gemstones
Latest News
Interview »Optimization in the Life Sciences«
Fields of Application
[X]
Fields of Application
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
Fraunhofer ITWM vs. Corona
Interview: Anita Schöbel on the Corona crisis
Interview: EpideMse
»AVATOR« – Anti-Virus-Aerosol: Testing, Operation, Reduction
Quantum Computing at the Fraunhofer ITWM
BMBF Project QCStack
Quantum Technology Professional
BMBF 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
Predictive Maintenance
EMILIE: Embedding Machine Intelligence Logic and IT Security into Edge Devices
Functional Materials
Oho: Optimization of Wood-Fiber Based Insulation Materials
Artificial Intelligence in the Field of Mobility 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
Beginners
Portrait Petra Gospodnetić!
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
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
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
Solvency Capital Calculation With Artificial Intelligence
Anita Schöbel Awarded Gor 2023 Science Prize
Interview KLAIM 2023 Kutyniok
Interview with Tania Jacob
2023_10_05_Digital Twin Optimizes Processes at RheinEnergie Combined Heat and Power Plant
2023_10_30_Artificial Intelligence Controls Plants More Efficiently
2023_11_03_Supercomputing 2023
2023_12_04_Study Costs of Pension Insurance
2023_11_27_Developing Optimal Foam Components With Simulation
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
Latest News at the Institute
2020
2019
2021
2022
2023
Publications & Annual Reports
Fraunhofer ITWM Annual Reports
Press Distribution List
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Fairs|Events
Series of Talks »Blick über den Tellerrand«
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Grid-Free Methods
Fraunhofer Institute for Industrial Mathematics ITWM