Swapnil Mache (@swapnilmache) 's Twitter Profile
Swapnil Mache

@swapnilmache

Scientific Software Engineer, RayFos | Previously Researcher @UTwente, @iiscbangalore @SpectrumLabIISc | (geo)physics, wave simulations, signal processing, ML

ID: 222723409

linkhttps://swapnilsmache.github.io/ calendar_today04-12-2010 07:24:21

340 Tweet

121 Followers

685 Following

Ivona Kafedjiska (@kafedjiska) 's Twitter Profile Photo

My biggest personality-related struggles that hindered my progress (in and out of academia) are: -fear of failure; -reluctance to ask; -procrastinating because I think my work is not perfect. Here is how these impact(ed) my work. (1/n) #PhDChat #phdlife PhD Voice - Independently Run Academic Chatter™

Janis Ozolins (@ozolinsjanis) 's Twitter Profile Photo

I've seen many creatives quit regardless of making great progress. The problem is that they discard exploration and experimentation as progress.

I've seen many creatives quit regardless of making great progress.

The problem is that they discard exploration and experimentation as progress.
Swapnil Mache (@swapnilmache) 's Twitter Profile Photo

Publication alert! My first first-author paper, based on my master's dissertation, is out on BSSA online SSA. We used the Hilbert-Huang transform to provide rapid estimates of relative energy release at the earthquake source. doi.org/10.1785/012022…

SSA (@seismosocietyam) 's Twitter Profile Photo

Hilbert–Huang Transform and Energy Rate Functions for Earthquake Source Characterization—A Study from the Japan Trench #BSSA Swapnil Mache IISc Bangalore tinyurl.com/2mz2h8wu

Swapnil Mache (@swapnilmache) 's Twitter Profile Photo

Gave my first invited talk, IIT Hyderabad! Discussed work on deep-unfolded networks for seismic inversion, done in collaboration with Praveen Kumar Pokala, Prof. Kusala Rajendran, and Prof. Chandra Sekhar Seelamantula while IISc Bangalore. Thanks, Priyanka Mishra, for inviting me

Gave my first invited talk, <a href="/IITHyderabad/">IIT Hyderabad</a>! Discussed work on deep-unfolded networks for seismic inversion, done in collaboration with Praveen Kumar Pokala, Prof. Kusala Rajendran, and Prof. Chandra Sekhar Seelamantula while <a href="/iiscbangalore/">IISc Bangalore</a>. Thanks, Priyanka Mishra, for inviting me
Spectrum Lab (@spectrumlabiisc) 's Twitter Profile Photo

We have three papers accepted at NeurIPS Conference 2022 Workshops at Med-NeurIPS, INTERPOLATE @ NeurIPS 2022 and also a Spotlight at DLDE-II. Check out the posters and GitHub repos! Congratulations Siddarth Asokan and Harishwar! #NeurIPS22 #AcademicTwitter

Prashant (@pryeolecvl) 's Twitter Profile Photo

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Swapnil Mache (@swapnilmache) 's Twitter Profile Photo

A Journal article, led by Jaishri Sanwal and C. P. Rajendran and that I contributed to, is now published in Marine Geology! authors.elsevier.com/c/1gzzd5mVdwC4…

Swapnil Mache (@swapnilmache) 's Twitter Profile Photo

So happy to share that our work on seismic inversion using model-based deep learning has been accepted for publication at IEEE TCI! A long and fruitful collaboration with Dr. Praveen Kumar Pokala, PhD, Prof. Chandra Sekhar Seelamantula and Prof. Kusala Rajendran!

Swapnil Mache (@swapnilmache) 's Twitter Profile Photo

Deep unfolding networks employed for solving a problem in geophysics. Extensive tests on synthetic to simulated to real data show their strengths and potential to the seismology and geophysics community and beyond!