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Stochastic processes as scientific instruments: efficient inference based on stochastic dynamical systems

September 16 @ 11:00 am - 12:00 pm KST

ZOOM ID: 709 120 4849 (ibsbimag)
This talk will be presented online. Zoom link: 709 120 4849 (pw: 1234)
Abstract: Questions about the mechanistic operation of biological systems are naturally formulated as stochastic processes, but confronting such models with data can be challenging.  In this talk, I describe the essence of the difficulty, highlighting both the technical issues and the importance of the “plug-and-play property”.  I then illustrate some effective approaches to efficient inference based on such models.  I conclude by sketching promising new developments and describing some open problems.

Details

Date:
September 16
Time:
11:00 am - 12:00 pm KST
Event Category:

Organizer

Jae Kyoung Kim
Email:
jaekkim@kaist.ac.kr

Venue

ZOOM ID: 709 120 4849 (ibsbimag)
IBS 의생명수학그룹 Biomedical Mathematics Group
기초과학연구원 수리및계산과학연구단 의생명수학그룹
대전 유성구 엑스포로 55 (우) 34126
IBS Biomedical Mathematics Group (BIMAG)
Institute for Basic Science (IBS)
55 Expo-ro Yuseong-gu Daejeon 34126 South Korea
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