Here's the online version of my talk at the BDBio symposium 2025 at IISc on "Decoding chromatin biology using Learning algorithms".

Our latest preprint- How Multivariate Mutual Information (MMI) can identify principal features in high dimensional datasets - illustrated with histone PTM's

Happy to have participated and spoken at this wonderful conference on Algorithms for Big Data Biology- Exciting talks and posters on interdisciplinary science and great company.

RT @Kaju_Nut: Can you recognize the physicist standing between Dirac and SN Bose in this picture?. She is Purnima Sinha, one of the first w….

Looking forward to sharing our work in this wonderful series.

Introductory workshop on ML in Genomics - at @official_ibab . Registration is free for students and researchers in academia.

RT @david_van_dijk: 🚀 Beyond excited to announce our release of the #Cell2Sentence (C2S) API and new foundation models! 🎉 Our C2S API makes….

It was wonderful to be a part of this workshop on using AI/ML on epigenetics. Thanks to @icmrnirrch and Dr Susan Thomas.

The Viterbi algorithm behaves as a threshold filling algorithm in certain statistical regions of the chromatin. We show in this work that the presence of the antagonistic modifications impacts the threshold for filling the chromatin to improve the fidelity of inheritance.

We model the mother chromatin with antagonistic histone modifications as a HMM and the DNA replication fork as a noisy communication channel. We employ the Viterbi decoding algorithm to retrieve the mother's PTM pattern in the daughter sequences.

Our work modeling how the presence of antagonistic histone modifications help in improving epigenetic fidelity is now on bioRxiv :

RT @GoogleAI: Graph clustering merges similar items into groups to better understand relationships in data. Today, read about our recent wo….

I just caught up with the latest Tamil technical vocabulary. அலைபேசி, மின்னஞ்சல், கடவுசொல். முகநூலுக்கு நன்றி

Reposting. Pls do reach out if you are looking for PhD/ JRF positions in interdisciplinary areas including biological modeling and analysis.

RT @official_ibab: We take great pride in announcing that @official_ibab has been ranked 3rd amongst Indian research institutes for launchi….

RT @eLife: Computational Biology: Capturing the unpredictability of stem cells.

RT @FNucleosome: Join us tomorrow @ 9AM PDT for the next #FragileNucleosome seminar, featuring Olga Stepanova (@sci_olga) and Melanie Ecker….

Looking for Research fellows and/or PhD students to join our group at @official_ibab . Students with 4 year engineering degrees or MSc students with computational backgrounds with an interest in biology are encouraged to apply. Pls RT

RT @pdhsu: Is DNA all you need? . In new work, we report Evo, a genomic foundation model that learns across the fundamental languages of bi….

RT @tangming2005: 1/ 5 papers all computational biologists should read:. 1. A Quick Guide to Organizing Computational Biology Projects htt….