Publications per year
Publications per year
Overview
Education/Academic qualification
Math-Applied, Doctorate Degree
Fingerprint
Dive into the research topics where John Gounley is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
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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 Access -
Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports
Chandrashekar, M., Lyngaas, I., Hanson, H. A., Gao, S., Wu, X. C. & Gounley, J., 2024, In: JCO clinical cancer informatics. 8, e2300148.Research output: Contribution to journal › Article › peer-review
Open Access1 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 Access7 Scopus citations -
Characterizing Quantum Classifier Utility in Natural Language Processing Workflows
Hamilton, K., Shekar, M. C., Gounley, J., Bharadwaj, D., Date, P., Perez, E. A. C., Suh, I. S. & Tourassi, G., 2023, Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023. Muller, H., Alexev, Y., Delgado, A. & Byrd, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 369-370 2 p. (Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Effect of constitutive law on the erythrocyte membrane response to large strains
Pepona, M., Gounley, J. & Randles, A., Feb 15 2023, In: Computers and Mathematics with Applications. 132, p. 145-160 16 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations
Datasets
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SARS-CoV2 Docking Dataset for MLMol Language Model (50M)
Tsaris, A. (Creator), Gounley, J. (Creator) & Blanchard, A. E. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 20 2022
DOI: 10.13139/ORNLNCCS/1868526
Dataset
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AISD HOMO-LUMO
Blanchard, A. E. (Creator), Gounley, J. (Creator), Bhowmik, D. (Creator), Yoo, P. (Creator) & Irle, S. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 25 2022
DOI: 10.13139/ORNLNCCS/1869409
Dataset
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SARS-CoV2 Docking MLMol Benchmark Dataset
Tsaris, A. (Creator), Blanchard, A. E. (Creator) & Gounley, J. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 20 2022
DOI: 10.13139/ORNLNCCS/1868058
Dataset