Overview
Education/Academic qualification
Chem-Physical, Doctorate Degree
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Dive into the research topics where Debsindhu Bhowmik is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Leveraging Natural Language Processing and Generative Models in Molecular Chemistry: Property Prediction and Novel Compound Generation
Mohan, M., Guggilam, S., Bhowmik, D., Kidder, M. K. & Smith, J. C., Dec 8 2025, In: ACS Sustainable Chemistry and Engineering. 13, 48, p. 20737-20753 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
RLMolLM: Reinforcement Learning-Enhanced Language Model Framework for Inverse Molecular Design†
Lin, X., Bhowmik, D., Kearney, L. T. & Naskar, A. K., Nov 24 2025, In: Journal of Chemical Information and Modeling. 65, 22, p. 12292-12304 13 p.Research output: Contribution to journal › Article › peer-review
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Enhancing molecular design efficiency: Uniting language models and generative networks with genetic algorithms
Bhowmik, D., Zhang, P., Fox, Z., Irle, S. & Gounley, J., Apr 12 2024, In: Patterns. 5, 4, 100947.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Adaptive language model training for molecular design
Blanchard, A. E., Bhowmik, D., Fox, Z., Gounley, J., Glaser, J., Akpa, B. S. & Irle, S., Dec 2023, In: Journal of Cheminformatics. 15, 1, 59.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Deep learning workflow for the inverse design of molecules with specific optoelectronic properties
Yoo, P., Bhowmik, D., Mehta, K., Zhang, P., Liu, F., Lupo Pasini, M. & Irle, S., Dec 2023, In: Scientific Reports. 13, 1, 20031.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations
Datasets
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AISD HOMO-LUMO
Blanchard, A. E. (Creator), Gounley, J. (Creator), Bhowmik, D. (Creator), Yoo, P. (Creator) & Irle, S. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), May 25 2022
DOI: 10.13139/ORNLNCCS/1869409
Dataset