AI4Science workshop

Contribution List

1. Arrival and Registration

18/09/2023, 09:20

2. Welcome and JRC introduction

Horst Stoecker (GSi), Dr Jan Steinheimer (Frankfurt Institute for Advanced Studies), Dr Kai Zhou (FIAS, Goethe-University Frankfurt am Main)

18/09/2023, 09:50

34. General Introduction of Xidian University and Some Recent Research work in AI for Science.

Bazhong Shen

18/09/2023, 10:10

4. A Physics-based neural network reconstruction of the dense matter equation of state

Shriya Soma

18/09/2023, 11:30

5. AI for High energy heavy Ion collisions

Manjunath Omana Kuttan (Frankfurt Institute for Advanced Studies)

18/09/2023, 12:00

6. Seek for the next trend for autonomous driving research at the turning point

Kai Sheng (Xidian)

18/09/2023, 14:00

7. Message passing algorithm and it's application in ISAR Imaging

Hailong Kang

18/09/2023, 14:30

8. Modulation recognition

Chunxi Dong

18/09/2023, 15:00

9. Climate change and Energy-Networks

Markus Schlott (FIAS)

18/09/2023, 16:00

10. Optimal Power Flow in Highly Renewable Power System Based on Attention Neural Networks

Chen Li (FIAS)

18/09/2023, 16:30

11. Mean field model and mean field game

Lijun Bo (Xidian)

18/09/2023, 17:00

12. AI for Seismology

Nishtha Srivastava (FIAS)

19/09/2023, 10:00

13. SAIPy: A Python Package for Single-Station Earthquake Monitoring using Deep Learning

Megha Chakraborty (FIAS)

19/09/2023, 10:30

14. A Deep Learning Approach for Large Earthquake Monitoring using High Rate-Global Navigation Satellite System Data

Claudia Quinteros (FIAS)

19/09/2023, 11:30

15. Testing the Potential of Deep Learning in Earthquake Forecasting

Jonas Köhler (FIAS)

19/09/2023, 12:00

16. Near field ISAR Imaging Method

Jixiang Fu (FIAS)

19/09/2023, 14:00

17. Amplitude-Phase retrieval for Terahertz Holography with Physics-Informed Deep Learning

Mingjun Xian (FIAS)

19/09/2023, 15:00

18. Application of PINNs to the spatiotemporal spread of Infectious diseases

Han Shuai (FIAS)

19/09/2023, 16:00

19. Machine learning combined with imaging for disease detection

Ruichan Lyu (Xidian)

19/09/2023, 16:30

20. Address from the Director of FIAS

Eckhard Elsen (Deutsches Elektronen-Synchrotron (DE))

20/09/2023, 09:30

21. Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning

Xia Xu (FIAS)

20/09/2023, 10:00

22. CRE: Circle relationship embedding of patches in vision transformer

Zhengyang Yu (FIAS)

20/09/2023, 10:30

23. Identifying lightning structures via machine learning

20/09/2023, 11:30

24. Approximating Nash equilibrium for production control

Tongqing Li (Xidian)

20/09/2023, 12:00

25. Space target 3D reconstruction and attitude estimation

Dan Xu (Xidian)

20/09/2023, 14:00

26. Odor perceptron under uncontrolled environment

Taoping Liu (Xidian)

20/09/2023, 14:30

27. Speech emotion recognition

Yu Gu (Xidian)

20/09/2023, 15:00

28. Radar remote sensing interpretation and application

Bo Ren (Xidian)

20/09/2023, 16:00

29. TBA

Omar El Sayed (FIAS)

20/09/2023, 16:30

30. Deep Learning for Semiconductor Materials

Yong Xie (Xidian)

20/09/2023, 17:00

31. Bayesian inference for mechanical stress estimation in developmental biology

Zoe Lange (FIAS)

22/09/2023, 10:00

35. The emergence of neural representations

Matthias Kaschube (FIAS)

22/09/2023, 10:30

32. Investigating mechanisms of biomolecular self‐organization with computational intelligence

Roberto Covino (FIAS)

22/09/2023, 11:30

Zoom talk

33. Closing

22/09/2023, 12:00

3. MAGIC

Horst Stoecker (GSi)