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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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Variational Methods in Hyperspectral Imaging
Surface Light Response Modeling for Use in Automatic Industrial Inspection Systems
Adaptive Surface Reconstruction for 3D CT-Data based on Geometric Modelling
Bubble Distributions as Markers for Deformation in Polar Ice
Stochastic Geometry Models for Interacting Fibers
Simulation of Elastic Wave Propagation in Anisotropic and Inhomogeneous Polycrystalline Materials Including Scattering Effects
Algorithmic Curvature Theories in Image Processing
Modeling and Simulation of FIB-SEM Data
Stochastic Modeling of Fibers with Anisotropic Cross Section
Estimation of Motion Vector Fields of Complex Microstructures by Time Series of Computer Tomographic Volume Images
Modeling and Rendering Realistic Materials for Surface Inspection
Detection and Modelling Crack Structures in Concrete Based on Spatial Image Data
Digital Volume Correlation for Measuring Motion Fields of Complex Microstructures Based on Sequences of Computed Tomography-Scans
Deep Learning for Reconstruction of Material Structures from FIB-SEM Images
AI Assistant for CT Analysis of Concrete Beams
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
Surface and Material Characterization
Analysis of Powders and Particles
Stochastic Geometry Models
Modelling of Microstructures: Fibresystems
Analysis of Lichens
Analysis of Closed Foams
Analysis of Open Foams
Analysis of Snow
Capillary Vascular Structures
Modelling of Microstructures: Foams
Reconstruction of Highly Porous Structures from FIB-SEM Nano Tomograms
Biscuits Roses Analysis of Open Cell Microstructures
Image Analysis for Fiber-Reinforced Polymers
Deep Learning for 3D Reconstruction of Highly Porous Structures From FIB-SEM Nano Tomograms
Quality Assurance and Optimization
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
Industrial Image Learning
Action Recognition
AEROS
Video Detection and Retrieval
Hypermath
Virtual Image Processing – Paradigm Shift Through Simulation
Financial Mathematics
Latest News
ML in KL Lightning Talks
Current Research Topics
Blog of the EP-KI Team
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
Research Focus Data Science
Credit Risk Management for Government and Corporate Bonds Based on News Releases
CorASiV – Decision Support for Health Authorities
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
Retirement Provision and Life Insurance
ALMSIM®-Pathgenerator: Simulation of Market Scenarios and Contracts
Risk Management
Valuation of Derivatives and Portfolio Optimization
Asset Liability Management
Classification of Private Retirement Provision
Research Focus Financial Mathematics
Sustainable Finance
Structured Note Pricer: Valuation of Structured Financial Products
High Performance Computing
Latest News
Deep Learning Seminar
Products and Services
ALOMA – A Framework for Seismic Applications
GaspiLS – Scalability for CFD and FEM Simulations
GPI – Programming Model for Supercomputers of the Future
GPI-Space Memory Driven Computing Big Data
Fed-DART – Distributed Analytics Runtime for Federated Learning
Green by IT
GRID-Friends
mySmartGrid - Energy savings made easy
EMOS room climate
myPowerGrid
PVCAST
Green by IT Newsletter Registration
Unsubscribe from 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
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
Courses
NASE: AI-Services Neural Architecture Search as a Service
Fraunhofer Parallel File System – BeeGFS
Materials Characterization and Testing
Latest News
Products and Services
THz-Spectroscopy
Terahertz Imaging
Opto-Electronic Systems Design
Terahertz Components
Terahertz Mail Scanner
Application Center TeraTec
Non-Destructive Testing with THz Waves
ARTEMIS – Antenna Arrays for Material Identification and Security Applications
DOTNAC – Development and Optimization of THz NDT on Aeronautics Composite
QUILT – Quantum Methods for Advanced Imaging Solutions
RADOM – Quality Control in the Aerospace Industry
SLAPCOPS Laser for Terahertz Measurement Technology
Mobile Terahertz Sensor
Layer Thickness Measurement with Terahertz Waves
SelfPaint - Self-programming Paint Booth
Flexible Pipe Inspection with Terahertz Technology
Analysis of Chemicals
Optical Metrology
Coating Thickness of Enameled Wire
Hyperspectral Imaging for Ripe Tomatoes
Mathematics for Vehicle Engineering
Latest News
Streuspanne – Our blog on Statistics and Jurojin
Products and Services
IPS Cable Simulation
JUROJIN
VMC Virtual Measurement Campaign
Commercial Software
Simulation of Vehicle Usage and Representation on Test Track
Digital Environmental Data
Digital Environmental Data for Development, Evaluation and Validation of Automation Systems
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
Simulation of Soil-Tool Interaction
Simulation- and Software-Based Innovations for the Development of Commercial Vehicles
Cables, Hoses and Flexible Structures
UrWerk – Material Data Rooms for Product Development
THREAD – PhD Program of the European Union
Digital Human Models and Human-Machine Interaction
Digital Human Model as Dynamic Manikin
MAVO Project EMMA-CC
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 & Environmental Data Acquisition Rover
Optimization
Latest News
Products and Services
GSIP Lib & Gen
Process Engineering
Nanotechnology
Mechanical Process Engineering
Process Optimization in the Chemical Industry
Fraunhofer Lighthouse Project eOPT »Electricity as a Raw Material«
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
Medicine and Healthcare
HealthFaCT
Opti-TRANS - Optimal Dispatching in Logistics of Hospitals
Scheduling Medical Appointments
Extra-Corporal Focussed Ultrasound Therapy
Optimization in Radiofrequency Ablation
Optimization of the Closure of the Abdominal Wall after Laparotomy
Radiation Therapy
GamOR – Optimization of Duty Rosters
TheraVision – How to Grow Therapeutic Viruses
CODECT: Early Digital Detection of Covid 19 Transmissions
ONCORELIEF: Therapy Follow-up care in Oncology
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
DIUP: Design of an Intrauterine Device
Project APPWAG
Project DECIDE
Machine Learning and Hybrid Models
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
Planning of Photovoltaic Power Plants
eMasterCraft - Processes in the Construction Branch
Layout of Material Flow Systems
Personalized Medicine
Energy Supply of Buildings
ConWearDi – Processes in Construction
Layout and Cutting Problems
Production of Contruction Timber
Production of Colored Gemstones
Reduction of Variants in Truck Chassis Packaging
Supply Chain Networks
Distribution of Spare Parts
H₂Opt – Water Supply Management
Transportation Logistics
COpt2 – Optimization of Complex Drinking Water Supply Networks
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 Toolbox
BEST Battery and Electrochemistry Simulation Tool
TexMath
FeelMath – Analysis Tool for Micro-Structures
GeoDict The Digital Material Laboratory
PoreChem
FOAM Simulation of PU Foams
Technical Textiles and Nonwoven
Paper Machine Clothings
Nano-Meltblown-Fibers
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
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
Filtration and Separation
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
Complex Fluids and Multi-Phase Flow
CoPool
Simulation of Polyurethane Foam
XERIC: Innovative Climate Control System for Electric Vehicles
SOVEB: Potting Process Simulation of Electronic Devices
Simulation of PU Foam Expansion in Car Seat Manufacturing
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
Laboratory for Material Characterization
System Analysis, Prognosis and Control
Latest News
KL-Regelungstechnik-Seminar
Products and Services
Analog Insydes
Contactless Torque Monitoring
knowCube Tools for Interactive Knowledge Management and Multicriteria graphical Decision-making
HIL Simulator
Design
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
Real-time Plant Operation and Drive Technology
Hardware in the Loop
Automated Robust Controller Design for Active Vibration Damping
Process Analysis by Machine Learning
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
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
Flexible Structures
Airlay Processes
Spunbond Processes
Spinning Processes
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
Fluid Dynamical Process Design
Analysis and Optimization of a Texturing Nozzle
Temperature Field in a Floodlight
Optimal Control of Melt Flow for Spinning Processes
Simulation-based Constructive Design of a Nonwoven Spunbond Plant
Variopunch – Adaptive Needle Looms
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
Fields of Application
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Fields of Application
Machine Learning
Renewable Energies and Sustainability
Medicine and Healthcare
Automotive
Textiles
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
Predictive Maintenance
Artificial Intelligence in the Field of Mobility in Rhineland-Palatinate
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Frequently Asked Questions
ITWM as Employer
How we welcome and support women’s career
Working With Disabilities at the ITWM
Press|Publications
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Press|Publications
Press Releases
2020_01_02_a-communal-energy-hub
Fraunhofer ITWM and Terahertz Technology Support Cultural Heritage
2019_08_01_fiber-reinforced-plastic-components
Fraunhofer ITWM Signs Cooperation Agreement with CATARC
2019_11_05_ProStAir: Reducing Pollutant Emissions with Recycled Fibers
THREAD in Times of the Corona Crisis: EU Doctoral Programme With Special Challenges
Evaluating and Optimizing Catalytic Filters Using Mathematical Methods
#WirVsVirus Hackathon with the ITWM
Meltblown Productive – ITWM Software Supports Nonwoven Production for Infection Protection
Fraunhofer ITWM vs. Corona: Prediction Model for the Spread of Covid-19
Fraunhofer ITWM vs. Corona: Project EpiDeMSE
Recommended Wearing Time of Protection Masks
Cost-Effective Ways to Minimize Risks in the Supply Chain
Junior Researcher Stefanie Schwaar Establishes New Research Group for Artificial Intelligence
Guest Scientist at Fraunhofer ITWM and Virtual Network-wide Training Promote Scientific Exchange
2020-09-28 Fraud in the Healthcare Sector: ITWM Supports With Statistics
Rapid Prototyping: Testing Heavy Equipment in Software
2020_10_28_Quantum Computing for Energy Economics: New BMWi Project at Fraunhofer ITWM
Open Data and Analysis Platform for Greater Energy Efficiency Through Smart Meter
Fraunhofer ITWM versus Corona: Fraunhofer ITWM Optimizes Location Planning for Vaccination Centers
Machine Learning and Big Data for Cable Simulation
EU-Project ALMA: Thinking Ahead to Electromobility
Pilot Innovation Competition: Energy-Efficient AI Systems
Interview: Using Rapid Testing to Get Out of Lockdown?
Quantum-Inspired Terahertz Spectroscopy With Visible Photons
Fraunhofer ITWM Involved in EU Project for Innovative Corrosion Protection Technologies
Optimizing Medical Care – Even More In Times Of Corona
Industrial Thickness Measurement of Multilayers at Top Speed
One software for all cases – simulating technical textiles realistically
Award for Many Years of Extraordinary Commitment
Two Honors for Financial Mathematics in Kaiserslautern
Latest News at the Institute
2020
2019
Publications & Annual Reports
ITWM Annual Reports
Media Review
Press Distribution List
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Fairs|Events
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Fairs|Events
Series of Talks »Blick über den Tellerrand«
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Fraunhofer Institute for Industrial Mathematics ITWM