Jayashrita Debnath

Postdoc @MPIBP, PhD @GroupParrinello @ETH_DCHAB, BS-MS Chemistry @IITKanpur

[Jayashrita Debnath @Jayashrita]

@vasantshetty81 It’s really nice to hear this story about this guy who struggled so much for his company.

Most women in the country can never ever dream of spending a night alone in a bus stand. A woman has to think thousand times before taking a cab alone so how can she achieve such feats?

[Jayashrita Debnath @Jayashrita]

We show that random nonlinear projections can act as highly efficient data compressors. By projecting large feature spaces into lower dimensions before analysis, we can retain core static and dynamic information, make trajectory analysis more robust, and speed up computations

[Jayashrita Debnath @Jayashrita]

Excited to share our latest work published in the Journal of Chemical Theory and Computation (JCTC)!

[Machine Learning in Chemistry @ML_Chem]

Random Functions as Data Compressors for Machine Learning of Molecular Processes #machinelearning #compchem https://t.co/PrJCe5561W

[Jayashrita Debnath @Jayashrita]

As Molecular Dynamics (MD) simulations grow in complexity, the "curse of dimensionality" becomes a major bottleneck. While Deep Learning can handle large datasets, the cost of training scales quickly with the number of input features.

[Jayashrita Debnath @Jayashrita]

@mnwsth How is someone with PhD better equipped to do all that you mentioned compared to someone with Masters + x years of experience in a field? In reality, very few PhDs create next set of jobs and currently there’s a huge surplus of underutilized PhDs in the Indian market.

[Jayashrita Debnath @Jayashrita]

Our preprint is now online 🔗 https://t.co/A9Zbc7hGJJ
With @HummerLab , we propose random compression as a quick, non-intuitive way to reduce the input feature space for MD trajectory analysis—while preserving metastable states & kinetics, and yielding more robust results.

[Jayashrita Debnath @Jayashrita]

@anuprao How long did it take for you to receive a response from arXiv after being onhold ?

[Jayashrita Debnath @Jayashrita]

@airindia Any update on AI 2028 (FRA-BOM) scheduled for 23 June 2025?

[Jayashrita Debnath @Jayashrita]

Also if Lufthansa and other airlines are flying seamlessly since yesterday, why can't you? At least give some clue on what should we expect from you?

[Jayashrita Debnath @Jayashrita]

@airindia my flight AI 2028 (FRA-BOM) got cancelled just before boarding yesterday. I need to be in Bengaluru urgently and it has been impossible to contact with your customer support. I am calling your numbers for the past 5 hrs with no help. No reply to DMs either!

[Jayashrita Debnath @Jayashrita]

@airindia I have sent you details, please reply. It’s impossible to reach your customer support.

[Jayashrita Debnath @Jayashrita]

@sumisaraf @airindia Air India staff at Frankfurt felt like the least prepared people of all. All I am grateful for is being stranded in Frankfurt instead of somewhere midair. Even Lufthansa has restarted it’s flights this morning while I am yet to get any clarity from Air India.

[Jayashrita Debnath @Jayashrita]

@medanta @AnukritiDebnath I have been sending you DM for weeks now with no response from your end at all. Stop pretending to be responsible on social media @medanta

[Jayashrita Debnath @Jayashrita]

Some weeks ago, we went to @medanta for my father’s treatment. I have no words to describe the negligence and trauma they have caused to my family. We have been reaching out to their team for a crucial report and they won’t release it. Beware of @medanta

[Anukriti Debnath @AnukritiDebnath]

Calling for a class action suit against @medanta. All people reach out to me with your cases and the pathetic experiences that were played with you there. I have faced medical negligence & malpractice. I’m lawyer personally- they cannot run away with these games. #medanta

[Anukriti Debnath @AnukritiDebnath]

Calling for a class action suit against @medanta. All people reach out to me with your cases and the pathetic experiences that were played with you there. I have faced medical negligence & malpractice. I’m lawyer personally- they cannot run away with these games. #medanta

[Anukriti Debnath @AnukritiDebnath]

Biggest regret that I have in my life is taking a family member to @medanta . Money minded place, worst hospitality, pathetic lab services. These people did not even give us all reports when we changed hospital, asked us to visit doctor to fetch them. Literally played us. BEWARE

[Jayashrita Debnath @Jayashrita]

@medanta @AnukritiDebnath One thing is being short of expectations. @medanta is pathetic and plays with lives! We weren’t even given our reports because we refused to being treated by your insensitive doctor!

[Jayashrita Debnath @Jayashrita]

@IITKanpur It's interesting to see that unless there's some body forcing these groups to include women, they don't even notice that women are absent. Also, had I not been frustrated with all the news about plight of women in India today, I might not have tweeted this either.