| Automated prediction of lattice parameters from X-ray powder diffraction patterns SR Chitturi, D Ratner, RC Walroth, V Thampy, EJ Reed, M Dunne, ... Journal of Applied Crystallography 54 (6), 1799-1810, 2021 | 36 | 2021 |
| Machine learning for cardiac ultrasound time series data B Yuan, SR Chitturi, G Iyer, N Li, X Xu, R Zhan, R Llerena, JT Yen, ... Medical imaging 2017: Biomedical applications in molecular, structural, and …, 2017 | 16 | 2017 |
| Capturing dynamical correlations using implicit neural representations SR Chitturi, Z Ji, AN Petsch, C Peng, Z Chen, R Plumley, M Dunne, ... Nature Communications 14 (1), 5852, 2023 | 13 | 2023 |
| Reaction of methane and UV-activated perchlorate: Relevance to heterogeneous loss of methane in the atmosphere of Mars X Zhang, D Berkinsky, CR Markus, SR Chitturi, FJ Grieman, M Okumura, ... Icarus 376, 114832, 2022 | 13 | 2022 |
| Perspective: new insights from loss function landscapes of neural networks SR Chitturi, PC Verpoort, AA Lee, DJ Wales Machine Learning: Science and Technology 1 (2), 023002, 2020 | 8 | 2020 |
| A machine learning photon detection algorithm for coherent x-ray ultrafast fluctuation analysis SR Chitturi, NG Burdet, Y Nashed, D Ratner, A Mishra, TJ Lane, ... Structural Dynamics 9 (5), 2022 | 5 | 2022 |
| On ultrafast x-ray methods for magnetism R Plumley, S Chitturi, C Peng, T Assefa, N Burdet, L Shen, A Reid, ... arXiv preprint arXiv:2305.07787, 2023 | 3 | 2023 |
| Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities H Chen, SR Chitturi, R Plumley, L Shen, NC Drucker, N Burdet, C Peng, ... 2022 4th Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing …, 2022 | 3 | 2022 |
| Bayesian experimental design and parameter estimation for ultrafast spin dynamics Z Chen, C Peng, AN Petsch, SR Chitturi, A Okullo, S Chowdhury, ... Machine Learning: Science and Technology 4 (4), 045056, 2023 | 2 | 2023 |
| Targeted materials discovery using Bayesian algorithm execution SR Chitturi, A Ramdas, Y Wu, B Rohr, S Ermon, J Dionne, FH Jornada, ... npj Computational Materials 10 (1), 156, 2024 | 1 | 2024 |
| Implicit neural representations for experimental steering of advanced experiments Z Chen, AN Petsch, Z Ji, SR Chitturi, C Peng, C Jia, AI Kolesnikov, ... Cell Reports Physical Science 6 (1), 2025 | | 2025 |
| On ultrafast x-ray scattering methods for magnetism R Plumley, SR Chitturi, C Peng, TA Assefa, N Burdet, L Shen, Z Chen, ... Advances in Physics: X 9 (1), 2423935, 2024 | | 2024 |
| Data-driven techniques for materials characterization and intelligent experimental design at advanced scattering facilities S Chitturi Stanford University, 2024 | | 2024 |
| Machine Learning Landscapes for SR Chitturi | | 2019 |
