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Results of the call for research minigrants in DigiWorld 2020

Results of the call for research minigrants in DigiWorld 2020

The call saw 66 submissions. By recommendation of the evaluation committee funding was awarded to 16 projects, which resulted in increasing the overall budget of the call to PLN 754,220. Below we present information on both the applicants and laureates, the laureate list, the members of the expert reviewer team and call statistics.

The maximum score in the call was 25 points. Recommended for funding were projects scoring at least 16 points. Detailed reviews including justifications will be uploaded to the submission management system at digiworld.cm-uj.krakow.pl, where they will be available to the applicants.
In spite of an increase in funding, the number of high-quality research proposals received was by a large margin higher than the call’s financial capacities. Hence when awarding the mini-grants in most cases decisive were the criteria of interdisciplinarity of the research and its innovation potential in light of the DigiWorld PRA strategy. All projects recommended for funding are highly interdisciplinary, while a vast majority combines the advancement of new methods in machine learning and advanced computational methods with their innovative applications in other scientific disciplines.

We will contact the awarded project managers to grant them powers of attorney to disburse the funding, and to inform them of other administrative matters. With queries please contact the Office of the EI.JU (bartek.konecko@uj.edu.pl) with CC: digiworld@uj.edu.pl. Please type in [Minigranty DigiWorld 2020/1] in the subject of your message.

Our heartiest congratulations to the laureates! Our thanks to all participants for showing their interest in the call!

No

Mini-grant title

Grant project manager

Research discipline

Amount

Implementation time
[months]

1

Innovative microbiological diagnostics based on machine learning

Bartosz Zieliński

biology, technical informatics

PLN 50,000

10

2

Robustness of the molecular latent representation in autoencoders

Igor Podolak

chemistry, pharmaceutics, computer science

PLN 49,880

12

3

Training neural networks using a less greedy algorithm

Jacek Tabor

computer science, technical informatics

PLN 50,000

10

4

Stress-evoked brain activity – functional 3D brain atlas

Wojciech Solecki

biology, pharmaceutics, computer science, psychology

PLN 50,000

12

5

Paired-image database between two microscopes - a novel approach to Deep Learning Microscopy

Zenon Rajfur

biology, physics, computer science

PLN 50,000

12

6

Innovative Participatory Budgeting

Stanisław Szufa

computer science, mathematics, political science

PLN 22,000

12

7

AI-assisted 3D point cloud completion

Przemysław Spurek

physics, mathematics, technical informatics

PLN 50,000

12

8

Neural Markov Chain Monte Carlo

Piotr Korcyl

physics, technical informatics

PLN 46,000

6

9

Mechanisms of non-neural cognition and molecular memory of Physarum polycephalum

Bartosz Lisowski

biology, physics

PLN 50,000

12

10

Semantic modeling and knowledge representation in narrative analysis

Grzegorz Bryda

computer science, linguistics, sociology

PLN 50,000

12

11

Using machine learning to analysis of fMRI data

Łukasz Struski

mathematics, medicine, technical informatics

PLN 48,000

12

12

Personality, Affective Context and the Brain (PANBA)

Krzysztof Kutt

technical informatics, psychology

PLN 48,430

12

13

Bibliography of Italian Studies in Poland: Digital Repository, Text Digitization, Bibliometrics

Daniel Słapek

linguistics, cultural studies, literary studies, media studies

PLN 48,000

12

14

Disentangled representation in generative models applicable in cheminformatics

Marek Śmieja

chemistry, computer science

PLN 50,000

12

15

Novel techniques of heterogenous computing in particle tracking

Grzegorz Korcyl

physics, computer science

PLN 42,000

6

16

 

 

 

17.

Comparative Agendas Project: Polish dataset

 

 

Machine learning in recognizing the phases of quantum gravity

Łukasz Wordliczek

 

 

Jakub Gizbert-Studnicki

computer science, political science

 

 

physics, mathematics, technical informatics, telecommunication

PLN 49,910

 

 

PLN

50,000

12

 

 

 

12

 

Evaluation Committee:

  • prof. dr hab. inż. Grzegorz Nalepa, Zakład Technologii Gier WFAIS
  • dr Dariusz Stolicki, Centrum Badań Ilościowych nad Polityką / INPiSM WSMP
  • prof. dr hab. Jacek Tabor, Katedra Uczenia Maszynowego WMI

Expert reviewers:

  • Dr hab. Marcin Andrzejak, Zakład Chemii Teoretycznej im. K. Gumińskiego WCh
  • dr Magda Gawłowska, Zakład Neurokognitywistyki i Neuroergonomii WZKS
  • dr hab.Dariusz Latowski, Zakład Fizjologii i Biochemii Roślin WBBB
  • dr hab., prof. UJ Małgorzata Lisowska-Magdziarz, Zakład – Ośrodek Badań Prasoznawczych WZKS
  • Dr hab. Patryk Mach, Zakład Teorii Względności i Astrofizyki WFAIS
  • dr hab., prof. UJ Aleksander Mendyk, Zakład Technologii Postaci Leku i Biofarmacji WFarm
  • dr hab., prof. UJ Mariusz Mitoraj, Zakład Metod Obliczeniowych Chemii WCh
  • dr Przemysław Pałka
  • dr inż. Krzysztof Rzecki, Katedra Biocybernetyki i Inżynierii Biomedycznej WEAIIB AGH
  • dr hab., prof. UJ Remigiusz Sapa, Zakład Informacji Naukowej WZKS
  • dr hab., prof. UJ Grażyna Ślusarczyk, Zakład Projektowania i Grafiki Komputerowej WFAIS
  • Dr hab. Inż., prof. UJ Ewa Wszendybył-Skulska, Katedra Zarządzania w Turystyce i Sporcie WZKS

 

Statistics for submitted proposals

Faculty

No of proposals

Applicant gender

Faculty of Chemistry

4

4F, 0M

Faculty of Philology

3

0F, 3M

Faculty of Philosophy

2

0F, 2M

Faculty of Physics, Astronomy and Applied Computer Science

15

1F,14M

Faculty of Geography and Geology

1

0F, 1M

Faculty of History

2

0F, 2M

Faculty of Medicine

2

0F, 2M

Faculty of Mathematics and Computer Science

12

0F, 12M

Faculty of Law and Administration

6

1F, 5M

Faculty of International and Political Studies

9

1F, 8M

Faculty of Management and Social Communication

10

4F, 6M

 

preLAB

No of proposals

Automatic Scientific Discovery Lab

4

DIGISEC Lab

1

Digital Change & Analysis Lab

3

Digital Decision Optimization (DDO) LAB

3

Digital Humanities Lab

1

Global Complex Systems Lab

1

Hardware Acceleration Lab

2

Humans and Technology in the Twenty-First Century

1

Jagiellonian Center of Biomedical Imaging

1

Jagiellonian Human-Centered Artificial Intelligence Lab (JAHCAI)

2

Jagiellonian Center of Biomedical Imaging

1

LAB TAIGer

1

Neutron Activation Technologies Lab (NATE-Lab)

2

Planetary Lab

2

Scimath

1

ULAMLab

1

Voting & Social Choice Lab

3



Figure. 1. Vertical: Number of proposals submitted. Horizontal: Implementation time in months.


Figure. 2. Vertical: Number of proposals submitted. Horizontal: Number of investigators in the project.


Figure. 3. Vertical: Number of proposals submitted. Horizontal: Number of disciplines represented by the proposal.

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