Soumalya Sarkar
Soumalya Sarkar
Principal Research Scientist, Raytheon Technologies Research Center
Joined
July 2019
Names
Emails
****@utrc.utc.com (Confirmed)
****@rtx.com (Confirmed)
****@rtx.com (Confirmed)
Personal Links
Career & Education History
Principal Research Scientist
Raytheon Technologies Research Center (rtx.com)
2021 – Present
Staff Research Scientist
Raytheon Technologies Research Center (rtx.com)
2018 – 2021
Senior Research Scientist
United Technologies Research Center (utc.com)
2015 – 2018
PhD student
Pennsylvania State University (psu.edu)
2010 – 2015
Advisors, Relations & Conflicts
Coworker
Kishore Reddy
2015 – Present
Expertise
transformer language models
, knowledge graph embedding
, finetuning
2019 – Present
Bayesian optimization
, Gaussian process
, multi-fidelity learning
, transfer learning
2016 – Present
deep learning
, CNN
, autoencoder
, fully connected network
2014 – Present
time series analysis
, anomaly detection
, fault detection and isolation
, Markov models
2012 – Present
Publications
Co-Authors
- Achintya Mukhopadhyay
- Adedotun Akintayo
- Ashok N. Srivastava
- Asok Ray
- Brian M. Smith
- Devesh K. Jha
- Donald L. Simon
- Haozheng Luo
- Ji-Woong Lee
- Kin Gwn Lore
- Kushal Mukherjee
- Mark Levi
- Md Zahid Hasan
- Murat Yasar
- Nasser M. Nasrabadi
- Nurali Virani
- Paige K. Boor
- Pritthi Chattopadhyay
- Rajendra R. Chaudhari
- Santanu Das
- Satyanarayanan R. Chakravarthy
- Shane Marcks
- Shashi Phoha
- Soheil Bahrampour
- Soumik Sarkar