Advanced machine learning for Innovative Drug Discovery

Project description

Paving the way for machine learning in chemistry

Fields of science

• medical and health sciences › basic medicine › pharmacology and pharmacy › drug discovery
• natural sciences › computer and information sciences › software
• medical and health sciences › health sciences › public health
• medical and health sciences › basic medicine › medicinal chemistry
• natural sciences › computer and information sciences › artificial intelligence › machine learning

Keywords

• explainable AI
• generative models
• chemical reactions
• deep learning
• LSTM
• prostate cancer
• microscopy images
• phenotypic screening
• yield prediction
• quantum machine learning
• Boltzmann generators

Programme(s)

• H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions Main Programme
• H2020-EU.1.3.1. - Fostering new skills by means of excellent initial training of researchers

Topic(s)

• MSCA-ITN-2020 - Innovative Training Networks

Call for proposal

H2020-MSCA-ITN-2020

See other projects for this call

Funding Scheme

MSCA-ITN - Marie Skłodowska-Curie Innovative Training Networks (ITN)

Coordinator

HELMHOLTZ ZENTRUM MUENCHEN DEUTSCHES FORSCHUNGSZENTRUM FUER GESUNDHEIT UND UMWELT GMBH

Net EU contribution

€ 390 206,98

Address

Ingolstadter Landstrasse 1
85764 Neuherberg
Germany

Region

Bayern › Oberbayern › München, Landkreis

Activity type

Research Organisations

Links

Other funding

€ 0,00

Participants (16)

ASTRAZENECA AB

Sweden

Net EU contribution

€ 790 492,23

Address

Vastra Maelarhamnen
151 85 Sodertaelje

Region

Östra Sverige › Stockholm › Stockholms län

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

BAYER AKTIENGESELLSCHAFT

Germany

Net EU contribution

€ 126 394,20

Address

Kaiser-wilhelm-allee 1
51373 Leverkusen

Region

Nordrhein-Westfalen › Köln › Leverkusen, Kreisfreie Stadt

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

JANSSEN PHARMACEUTICA NV

Belgium

Net EU contribution

€ 640 800,00

Address

Turnhoutseweg 30
2340 Beerse

Region

Vlaams Gewest › Prov. Antwerpen › Arr. Turnhout

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

ENAMINE LIMITED LIABILITY COMPANY,RESEARCH AND PRODUCTION ENTERPRISE

Ukraine

Net EU contribution

€ 0,00

Address

78 Chervonotkatska Str.
02094 Kyiv

SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00

AALTO KORKEAKOULUSAATIO SR

Finland

Net EU contribution

€ 280 805,76

Address

Otakaari 1
02150 Espoo

Region

Manner-Suomi › Helsinki-Uusimaa › Helsinki-Uusimaa

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

FREIE UNIVERSITAET BERLIN

Germany

Net EU contribution

€ 66 005,86

Address

Kaiserswerther Strasse 16-18
14195 Berlin

Region

Berlin › Berlin › Berlin

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

KATHOLIEKE UNIVERSITEIT LEUVEN

Belgium

Net EU contribution

€ 128 160,00

Address

Oude Markt 13
3000 Leuven

Region

Vlaams Gewest › Prov. Vlaams-Brabant › Arr. Leuven

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSITAT LINZ

Austria

Net EU contribution

€ 264 207,24

Address

Altenberger Strasse 69
4040 Linz

Region

Westösterreich › Oberösterreich › Linz-Wels

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA

Switzerland

Net EU contribution

€ 140 638,32

Address

Stabile Le Gerre
6928 Manno

Region

Schweiz/Suisse/Svizzera › Ticino › Ticino

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

TECHNISCHE UNIVERSITAT DORTMUND

Participation ended

Germany

Net EU contribution

€ 35 109,50

Address

August Schmidt Strasse 4
44227 Dortmund

Region

Nordrhein-Westfalen › Arnsberg › Dortmund, Kreisfreie Stadt

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSITEIT LEIDEN

Netherlands

Net EU contribution

€ 132 809,94

Address

Rapenburg 70
2311 EZ Leiden

Region

West-Nederland › Zuid-Holland › Agglomeratie Leiden en Bollenstreek

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSITE DU LUXEMBOURG

Luxembourg

Net EU contribution

€ 202 920,00

Address

2 Avenue De L'universite
4365 Esch-sur-alzette

Region

Luxembourg › Luxembourg › Luxembourg

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSITAT WIEN

Austria

Net EU contribution

€ 132 103,62

Address

Universitatsring 1
1010 Wien

Region

Ostösterreich › Wien › Wien

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

UNIVERSIDAD POMPEU FABRA

Spain

Net EU contribution

€ 125 452,44

Address

Placa De La Merce, 10-12
08002 Barcelona

Region

Este › Cataluña › Barcelona

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

JOHANNES GUTENBERG-UNIVERSITAT MAINZ

Germany

Net EU contribution

€ 91 284,70

Address

Saarstrasse 21
55122 Mainz

Region

Baden-Württemberg › Stuttgart › Stuttgart, Stadtkreis

Activity type

Higher or Secondary Education Establishments

Links

Other funding

€ 0,00

PFIZER PHARMA GMBH

Germany

Net EU contribution

€ 379 182,60

Address

Linkstrasse 10
10785 Berlin

Region

Berlin › Berlin › Berlin

Activity type

Private for-profit entities (excluding Higher or Secondary Education Establishments)

Links

Other funding

€ 0,00