EFFRA Innovation Portal

Ensemble Machine Learning Algorithms for Anomaly Detection in Multivariate Time-Series

Project: MADEin4

Updated at: 29-04-2024

Show more information

Simultaneous Dimensional and Analytical Characterization of Ordered Nanostructures

Project: MADEin4

Updated at: 29-04-2024

Show more information

1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing

Project: MADEin4

Updated at: 29-04-2024

Show more information

Uncertainties in the reconstruction of nanostructures in {EUV} scatterometry and grazing incidence small-angle X-ray sca...

Project: MADEin4

Updated at: 29-04-2024

Show more information

Industry4.0 Productivity Improvement in Major EU Fabs

Project: MADEin4

Updated at: 29-04-2024

Show more information

Modelling Ion Production inside an Electron Impact Ionizer for High-Vacuum Gas Analysis

Project: MADEin4

Updated at: 29-04-2024

Show more information

D6.3.3: SEMI Technology Unites Global Summit Dissemination Factsheets

Project: MADEin4

Updated at: 29-04-2024

Show more information

Selective plasma etching of silicon-containing high chi block copolymer for directed self-assembly (DSA) application

Project: MADEin4

Updated at: 29-04-2024

Show more information

Surface Topography of Si/TiO2 Stacked Layers on Silicon Substrate Deposited by KrF Excimer Laser Ablation

Project: MADEin4

Updated at: 29-04-2024

Show more information

Projection methods for high numerical aperture phase retrieval

Project: MADEin4

Updated at: 29-04-2024

Show more information

A fusion of electronic design, process and metrology in semiconductor manufacturing for improved process optimization an...

Project: MADEin4

Updated at: 29-04-2024

Show more information

COMBINED TRANSMITTED AND REFLECTED LIGHT IMAGING OF INTERNAL CRACKS IN SEMICONDUCTOR DEVICES

Project: MADEin4

Updated at: 29-04-2024

Show more information

SYSTEM AND METHOD FOR INSPECTION AND METROLOGY OF FOUR SIDES OF SEMICONDUCTOR DEVICES

Project: MADEin4

Updated at: 29-04-2024

Show more information

Penalized wavelet estimation and robust denoising for irregular spaced data

Project: MADEin4

Updated at: 29-04-2024

Show more information

PROLIFIC: A Fast and Robust Profile-Likelihood-Based Muscle Onset Detection in Electromyogram Using Discrete Fibonacci S...

Project: MADEin4

Updated at: 29-04-2024

Show more information

Penalised robust estimators for sparse and high-dimensional linear models

Project: MADEin4

Updated at: 29-04-2024

Show more information

Flexible, boundary adapted, nonparametric methods for the estimation of univariate piecewise-smooth functions

Project: MADEin4

Updated at: 29-04-2024

Show more information

Predictive discarding of wafers based on power leakage predictions from single layer misalignment data

Project: MADEin4

Updated at: 29-04-2024

Show more information

D6.3.5: ENBIS 2021 data management / machine learning Workshop Dissemination Factsheet

Project: MADEin4

Updated at: 29-04-2024

Show more information

Phase retrieval from overexposed PSF: a projection-based approach

Project: MADEin4

Updated at: 29-04-2024

Show more information

Increase of wafer inspection tool throughput with computational imaging

Project: MADEin4

Updated at: 29-04-2024

Show more information

Wavelet-based robust estimation and variable selection in nonparametric additive models

Project: MADEin4

Updated at: 29-04-2024

Show more information

Virtual Metrology to Eliminate Test Wafers Measurements on Copper Electroplating Deposition

Project: MADEin4

Updated at: 29-04-2024

Show more information

MFIG - a Mass Filtered Ion Gauge

Project: MADEin4

Updated at: 29-04-2024

Show more information

High-NA EUV photoresist metrology using high-throughput scanning probe microscopy

Project: MADEin4

Updated at: 29-04-2024

Show more information

Similarity-based Brownian Motion Approach for Remaining Useful Life Prediction

Project: MADEin4

Updated at: 29-04-2024

Show more information

Pulsed Laser Deposition of SWCNTs on Carbon Fibres: Effect of Deposition Temperature

Project: MADEin4

Updated at: 29-04-2024

Show more information

Analysis of Line-Edge Roughness Using EUV Scatterometry

Project: MADEin4

Updated at: 29-04-2024

Show more information

High-Speed Tapping Mode AFM Utilizing Recovery of Tip-Sample Interaction

Project: MADEin4

Updated at: 29-04-2024

Show more information

Prediction of Yield in semiconductor production from defects optically detected on the Wafers

Project: MADEin4

Updated at: 29-04-2024

Show more information

Resources

Selected filters:

Ensemble Machine Learning Algorithms for Anomaly Detection in Multivariate Time-Series

Simultaneous Dimensional and Analytical Characterization of Ordered Nanostructures

1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing

Uncertainties in the reconstruction of nanostructures in {EUV} scatterometry and grazing incidence small-angle X-ray sca...

Industry4.0 Productivity Improvement in Major EU Fabs

Modelling Ion Production inside an Electron Impact Ionizer for High-Vacuum Gas Analysis

D6.3.3: SEMI Technology Unites Global Summit Dissemination Factsheets

Selective plasma etching of silicon-containing high chi block copolymer for directed self-assembly (DSA) application

Surface Topography of Si/TiO2 Stacked Layers on Silicon Substrate Deposited by KrF Excimer Laser Ablation

Projection methods for high numerical aperture phase retrieval

A fusion of electronic design, process and metrology in semiconductor manufacturing for improved process optimization an...

COMBINED TRANSMITTED AND REFLECTED LIGHT IMAGING OF INTERNAL CRACKS IN SEMICONDUCTOR DEVICES

SYSTEM AND METHOD FOR INSPECTION AND METROLOGY OF FOUR SIDES OF SEMICONDUCTOR DEVICES

Penalized wavelet estimation and robust denoising for irregular spaced data

PROLIFIC: A Fast and Robust Profile-Likelihood-Based Muscle Onset Detection in Electromyogram Using Discrete Fibonacci S...

Penalised robust estimators for sparse and high-dimensional linear models

Flexible, boundary adapted, nonparametric methods for the estimation of univariate piecewise-smooth functions

Predictive discarding of wafers based on power leakage predictions from single layer misalignment data

D6.3.5: ENBIS 2021 data management / machine learning Workshop Dissemination Factsheet

Phase retrieval from overexposed PSF: a projection-based approach

Increase of wafer inspection tool throughput with computational imaging

Wavelet-based robust estimation and variable selection in nonparametric additive models

Virtual Metrology to Eliminate Test Wafers Measurements on Copper Electroplating Deposition

MFIG - a Mass Filtered Ion Gauge

High-NA EUV photoresist metrology using high-throughput scanning probe microscopy

Similarity-based Brownian Motion Approach for Remaining Useful Life Prediction

Pulsed Laser Deposition of SWCNTs on Carbon Fibres: Effect of Deposition Temperature

Analysis of Line-Edge Roughness Using EUV Scatterometry

High-Speed Tapping Mode AFM Utilizing Recovery of Tip-Sample Interaction

Prediction of Yield in semiconductor production from defects optically detected on the Wafers