KSIAM 2022 Spring Conference
KSIAM 2022 Spring Conference Date May 27, 2022 (Friday) - May 29, 2022 (Sunday) Venue Daejeon, IBS Program Detailed information will be updated. The conference will be a joint meeting …
12 events found.
Events
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IBS 55 Expo-ro Yuseong-gu, Daejeon, Daejeon, Korea, Republic of
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From live cell imaging to moment-based variational inference
ZOOM ID: 997 8258 4700 (Biomedical Mathematics Online Colloquium) (pw: 1234)This talk will be presented online. Zoom link: 997 8258 4700 (pw: 1234) Abstract: Quantitative characterization of biomolecular networks is important for the analysis and design of network functionality. Reliable …
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Introduction to matrix and tensor factorization models and related stochastic nonconvex and constrained optimization algorithms
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofAbstract. Matrix/tensor factorization models such as principal component analysis , nonnegative matrix factorization, and CANDECOM/PARAFAC tensor decomposition provide powerful framework for dimension reduction and interpretable feature extraction, which are important …
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Approximating Solutions of the Chemical Master Equation using Neural Networks
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofWe will discuss about "Approximating Solutions of the Chemical Master Equation using Neural Networks", Sukys et al., bioRxiv, 2022 Abstract: The Chemical Master Equation (CME) provides an accurate description of …
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[사전 등록 필요] 논문 글쓰기 워크샵 1/2 – 논문 작성 원리: ABC 논문 작성법 (원병묵 교수님)
Conference room, (B109) Daejeon, Daejeon, Korea, Republic of2022년 6월 3일 오후 4시 - 5시, 성균관대 신소재공학부의 원병묵 교수님의 논문 글쓰기 워크샵 강의가 있습니다. 참가를 원하시는 분은 구글 폼(링크)에서 사전 등록을 해주시기 바랍니다. 논문은 저자와 독자 사이의 학문적 …
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[사전 등록 필요] 논문 글쓰기 워크샵 2/2 – 영어 논문 쓰기: 두려움을 성취로 바꾸는 길 (박영민 연구원님)
Conference room, (B109) Daejeon, Daejeon, Korea, Republic of2022년 6월 3일 오후 5시 - 6시, 부산교육정책연구소 박영민 연구원님의 논문 글쓰기 워크샵 강의가 있습니다. 참가를 원하시는 분은 구글 폼(링크)에서 사전 등록을 해주시기 바랍니다. 이 ‘영어 논문 쓰기’ 워크숍은 현재의 …
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Phase Estimation of Nonlinear State-space Model of the Circadian Pacemaker Using Level Set Kalman Filter and Raw Wearable Data
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofAbstract: Circadian rhythm is a robust internal 24 hours timekeeping mechanism maintained by the master circadian pacemaker Suprachiasmatic Nuclei (SCN). Numerous mathematical models have been proposed to capture SCN’s timekeeping …
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Dynamical System Perspective for Machine Learning
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofAbstract: The connection between deep neural networks and ordinary differential equations (ODEs) is an active field of research in machine learning. In this talk, we view the hidden states of …
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Optimized persistent random walk in zebrafish airineme search process
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofIn addition to diffusive signals, cells in tissue also communicate via long, thin cellular protrusions, such as airinemes in zebrafish. Before establishing communication, cellular protrusions must find their target cell. …
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Identifying the critical states of complex diseases by the dynamic change of multivariate distribution
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofWe will discuss about "Identifying the critical states of complex diseases by the dynamic change of multivariate distribution", Peng, Hao, et al., Briefings in Bioinformatics, 2022. Abstract: The dynamics of …
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Deep Learning-based Uncertainty Quantification for Mathematical Models
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofOver the recent years, various methods based on deep neural networks have been developed and utilized in a wide range of scientific fields. Deep neural networks are highly suitable for …
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Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization
B378 Seminar room, IBS 55 Expo-ro Yuseong-gu, Daejeon, Korea, Republic ofWe will discuss about "Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization", Wang, Yingfan, et al., J. Mach. Learn. …