Debsindhu Bhowmik

1. ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning
   2021/07/07 by Ahmed Elnaggar, Michael Heinzinger, Christian Dallago +10 · 111 citations
   Computer Science · Psychology · #Innovative Teaching and Learning Methods #Natural Language Processing Techniques #Topic Modeling
2. ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing
   2020/07/13 by Ahmed Elnaggar, Elnaggar, Ahmed, Michael Heinzinger +23 · 36 citations
   Computer Science · Mathematics · #Software Engineering Research #Software Reliability and Analysis Research #Topic Modeling #cs.CL #cs.DC #cs.LG #stat.ML
3. DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
   2019/09/17 by Hyungro Lee, Lee, Hyungro, Heng Ma +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #Protein Structure and Dynamics #Software Engineering Research #and Cluster Computing (cs.DC) #cs.DC #cs.LG
4. Transferring a molecular foundation model for polymer property predictions
   2023/10/25 by Pei Zhang, Zhang, Pei, Logan T. Kearney +9 · 3 citations
   Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science