Name: DIG-UM Survey on Big-Data-Analytics
Start: 2023-03-28T14:00:00+02:00
End: 2025-10-31T16:00:00+01:00
Location: No location set

What is your primary Area of Research?

KAT - Astroteilchenphysik

KET - Elementarteilchenphysik

KfB - Beschleunigerphysik

KFN - Forschung mit Neutronen

KFS - Forschung mit Synchrotronstrahlung

KFSI - Forschung mit nuklearen Sonden und Ionenstrahlen

KHuK - Hadronen- und Kernphysik

RDS - Rat Deutscher Sternwarten

Multiple selection possible.

If you are from another area of research please specify.

What is your position?

No selection

B.Sc. / M.Sc. Student

PhD Student

Postdoc or staff scientist

Senior or group leader

Other position? Please specify.

What is your overall usage of modern data analysis techniques?

No selection

No practical usage so far

Applied in some projects

Heavy user

Method Developer

Which techniques are you interested in?

Classical Machine learning (SVM, BDTs, shallow NN,...)

Deep learning (Deep neural networks)

Classical statistical methods (Maximum likelihood,...)

Sampling methods

Data Base Management

Symbolic Methods

Bayesian and Frequentist Statistics

Multiple selection possible.

Other techniques? Please specify.

Which tasks are you trying to solve in your research?

Regression

Classification

Segmentation

Clustering

Anomaly Detection

Simulation / Building Generative Models

Solving Inverse Problems

Reinforcement Learning

Building Surrogate Models

Multiple selection possible.

Other tasks? Please specify.

Which are your primary programming languages?

Other language? Please specify.

Which Data Analysis Tools are you using?

Jupyter Notebook

ROOT

No usage

Multiple selection possible.

Other tools? Please specify.

Which Data Formats are you using?

Other Data Formats? Please specify.

Which machine learning packages are you using?

Keras

Pytorch

TensorFlow

TMVA

SciKit Learn

Mathematica

R

No usage

Multiple selection possible.

Other Packages? Please specify.

For which hardware platforms do you program?

CPU

CPU with multithreading

GPU

TPU

FPGA

ASICS

None

Multiple selection possible.

Other Platforms? Please specify.

Are there any legal/support aspects on which you need centralized guidance, for example licensing and distribution, open source, eccess to computing infrastructure, repositories, legacy code usage?

Are you active in the NFDI?

Yes

No

If yes, in which consortium?

Are you part of a project submitted to the current call on software and algorithms in ErUM-Data?

Yes

No

If yes, please mention the project/topic.

How interested would you be in a Wiki-Page collecting results and examples of big data analytics topics by German researchers?

How interested would you be in a match-making page with other researchers in Germany?

How interested would you be in cross-disciplinary online seminars?

How interested would you be in in-person workshops?

Do you have comments or other suggestions for activities?

What are the key problems concerning algorithms for your research and which methods are important?

Do you have any other questions/comments?

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DIG-UM Survey on Big-Data-Analytics