Sita Sirisha Madugula

h-index

Research activity per year

Education/Academic qualification

Bio-Bioinformatics, Doctorate Degree

Fingerprint

Dive into the research topics where Sita Sirisha Madugula is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

Robust CRISPR-Cas Protein Identification using Max-Margin Regularized Transformer Models
Nammi, B., Madugula, S. S., Jayasinghe-Arachchige, V. M., Pham, T., Liu, J. & Wang, S., 2026, (Accepted/In press) In: IEEE Transactions on Computational Biology and Bioinformatics.
Research output: Contribution to journal › Article › peer-review
Structure-Based Classification of CRISPR/Cas9 Proteins: A Machine Learning Approach to Elucidating Cas9 Allostery
Madugula, S. S., Jayasinghe-Arachchige, V. M., Norgan Radler, C. R., Wang, S. & Liu, J., Jan 15 2026, In: Journal of Molecular Biology. 438, 2, 169538.
Research output: Contribution to journal › Article › peer-review

Open Access
Synthetic data-driven deep learning for label-free autonomous atomic force microscopy
Millan-Solsona, R., Checa, M., Brown, S. R., Bible, A. N., Srijanto, B., Wiggins, L., Madugula, S. S., Pyne, A. L. B., Morrell-Falvey, J. L., Retterer, S., Vasudevan, R. K. & Collins, L., Dec 2026, In: Nature Communications. 17, 1, 3886.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Analysis of biofilm assembly by large area automated AFM
Millan-Solsona, R., Brown, S. R., Zhang, L., Madugula, S. S., Zhao, H. H., Dumerer, B., Bible, A. N., Lavrik, N. V., Vasudevan, R. K., Biswas, A., Morrell-Falvey, J. L., Retterer, S., Checa, M. & Collins, L., Dec 2025, In: npj Biofilms and Microbiomes. 11, 1, 75.
Research output: Contribution to journal › Article › peer-review

Open Access
9 Scopus citations
Mic-hackathon 2024: hackathon on machine learning for electron and scanning probe microscopy
Pratiush, U., Houston, A., Barakati, K., Raghavan, A., Bulanadi, R., Yin, X., Welborn, S. S., Yoon, D., Harikrishnan, K. P., Baraissov, Z., Ma, D., Jakowski, M., Barhorst, S. P., Pattison, A. J., Manganaris, P., Madugula, S. S., Gayathri Ayyagari, S. V., Kennedy, V., Wang, M. & Pang, K. J. & 53 others, Addison-Smith, I., Menacho, W., Guzman, H. V., Kiefer, A., Furth, N., Kolev, N. L., Petrov, M., Liu, V., Ilyev, S., Rairao, S., Rodani, T., Pinto-Huguet, I., Chen, X., Cruañes, J., Torrens, M., Pomar, J., Su, F., Vedanti, P., Lyu, Z., Wang, X., Yao, L., Taqieddin, A., Laskowski, F., Shao, Y. T., Fein-Ashley, B., Jiang, Y., Kumar, V., Mishra, H., Paul, Y., Bazgir, A., Praneeth Madugula, R. C., Zhang, Y., Omprakash, P., Huang, J., Montufar-Morales, E., Chawla, V., Sethi, H., Huang, J., Kurki, L., Guinan, G., Salvador, A., Ter-Petrosyan, A., Van Winkle, M., Spurgeon, S. R., Narasimha, G., Wu, Z., Liu, R., Liu, Y., Slautin, B., Lupini, A. R., Vasudevan, R., Duscher, G. & Kalinin, S. V., Dec 30 2025, In: Machine Learning: Science and Technology. 6, 4, 040701.
Research output: Contribution to journal › Article › peer-review

Open Access

Sita Sirisha Madugula

Overview

Education/Academic qualification

Fingerprint

Publications

Robust CRISPR-Cas Protein Identification using Max-Margin Regularized Transformer Models

Structure-Based Classification of CRISPR/Cas9 Proteins: A Machine Learning Approach to Elucidating Cas9 Allostery

Synthetic data-driven deep learning for label-free autonomous atomic force microscopy

Analysis of biofilm assembly by large area automated AFM

Mic-hackathon 2024: hackathon on machine learning for electron and scanning probe microscopy