Journal Club

Name: TwinCell: Large Causal Cell Model for Reliable and Interpretable Therapeutic Target Prioritisation – Yun Min Song
Start: 2026-02-27T10:00:00+09:00
End: 2026-02-27T11:30:00+09:00
Location: B232 Seminar Room, IBS

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0 events 1 0 events, 1	0 events 2 0 events, 2	0 events 3 0 events, 3	0 events 4 0 events, 4	0 events 5 0 events, 5	1 event 6 1 event, 6 10:00 am - 11:30 am Multi-Marginal Flow Matching with Adversarially Learnt Interpolants – Gyuyoung Hwang February 6 @ 10:00 am - 11:30 am KST Multi-Marginal Flow Matching with Adversarially Learnt Interpolants – Gyuyoung Hwang In this talk, we discuss the paper "Multi-Marginal Flow Matching with Adversarially Learnt Interpolants" by O. Kviman et al., 2025, arxiv. Abstract Learning the dynamics of a process given sampled observations at several time points is an important but difficult task in many scientific applications. When no ground-truth trajectories are available, but one has only … Continue Reading	0 events 7 0 events, 7
0 events 8 0 events, 8	0 events 9 0 events, 9	0 events 10 0 events, 10	0 events 11 0 events, 11	0 events 12 0 events, 12	1 event 13 1 event, 13 10:00 am - 11:30 am Intelligent in-cell electrophysiology – Chitaranjan Mahapatra February 13 @ 10:00 am - 11:30 am KST Intelligent in-cell electrophysiology – Chitaranjan Mahapatra In this talk, we discuss the paper "Intelligent in-cell electrophysiology: Reconstructing intracellular action potentials using a physics-informed deep learning model trained on nanoelectrode array recordings" by K. Rahmani et al., Nat. Comm, 2025. Abstract Intracellular electrophysiology is essential in neuroscience, cardiology, and pharmacology for studying cells’ electrical properties. Traditional methods like patch-clamp are precise but … Continue Reading	0 events 14 0 events, 14
0 events 15 0 events, 15	0 events 16 0 events, 16	0 events 17 0 events, 17	0 events 18 0 events, 18	0 events 19 0 events, 19	1 event 20 1 event, 20 10:00 am - 11:30 am GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design – Dongju Lim February 20 @ 10:00 am - 11:30 am KST GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design – Dongju Lim In this talk, we discuss the paper "GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design" by M. Filo et al., arxiv, 2026. Abstract Biomolecular networks underpin emerging technologies in synthetic biology—from robust biomanufacturing and metabolic engineering to smart therapeutics and cell-based diagnostics—and also provide a mechanistic language for understanding complex dynamics in natural … Continue Reading	0 events 21 0 events, 21
0 events 22 0 events, 22	0 events 23 0 events, 23	0 events 24 0 events, 24	0 events 25 0 events, 25	0 events 26 0 events, 26	1 event 27 1 event, 27 10:00 am - 11:30 am TwinCell: Large Causal Cell Model for Reliable and Interpretable Therapeutic Target Prioritisation – Yun Min Song February 27 @ 10:00 am - 11:30 am KST TwinCell: Large Causal Cell Model for Reliable and Interpretable Therapeutic Target Prioritisation – Yun Min Song In this talk, we discuss the paper "TwinCell: Large Causal Cell Model for Reliable and Interpretable Therapeutic Target Prioritisation" by J.-B. Morlot et al., bioarxiv, 2026. Abstract Drug discovery is impeded by the difficulty of translating targets from preclinical models to patients. Here, we present TwinCell, a Large Causal Cell Model (LCCM) capable of generalising … Continue Reading	0 events 28 0 events, 28