Publications per year
Publications per year
Overview
Education/Academic qualification
Phy-Nuclear, Doctorate Degree
Fingerprint
Dive into the research topics where Aristeidis (aris) Tsaris 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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ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
Wang, X., Liu, S., Tsaris, A., Choi, J. Y., Aji, A. M., Fan, M., Zhang, W., Yin, J., Ashfaq, M., Lu, D. & Balaprakash, P., 2024, Proceedings of SC 2024: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery
Dias, P., Tsaris, A., Bowman, J., Potnis, A., Arndt, J., Yang, H. L. & Lunga, D., Nov 22 2024, 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2024. Nascimento, M. A., Xiong, L., Zufle, A., Chiang, Y.-Y., Eldawy, A. & Kroger, P. (eds.). Association for Computing Machinery, Inc, p. 597-600 4 p. (32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Pretraining Billion-Scale Geospatial Foundational Models on Frontier
Tsaris, A., Dias, P. A., Potnis, A., Yin, J., Wang, F. & Lunga, D., 2024, 2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024. Institute of Electrical and Electronics Engineers Inc., p. 1036-1046 11 p. (2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
An Agenda for Multimodal Foundation Models for Earth Observation
Dias, P., Potnis, A., Guggilam, S., Yang, L., Tsaris, A., Medeiros, H. & Lunga, D., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1237-1240 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
Comparative evaluation of deep learning workloads for leadership-class systems
Yin, J., Tsaris, A., Dash, S., Miller, R., Wang, F. & Shankar, M., Oct 2021, In: BenchCouncil Transactions on Benchmarks, Standards and Evaluations. 1, 1, 100005.Research output: Contribution to journal › Article › peer-review
Open Access10 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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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