Geometric deep learning reveals the spatiotemporal features of microscopic motion J Pineda, B Midtvedt, H Bachimanchi, S Noé, D Midtvedt, G Volpe, ... Nature Machine Intelligence 5 (1), 71-82, 2023 | 53 | 2023 |
Single-shot self-supervised object detection in microscopy B Midtvedt, J Pineda, F Skärberg, E Olsén, H Bachimanchi, E Wesén, ... Nature communications 13 (1), 7492, 2022 | 46 | 2022 |
Roadmap on deep learning for microscopy G Volpe, C Wählby, L Tian, M Hecht, A Yakimovich, K Monakhova, ... ArXiv, 2023 | 21 | 2023 |
Controlled generation of array beams of higher order orbital angular momentum and study of their frequency-doubling characteristics BS Harshith, GK Samanta Scientific Reports 9 (1), 10916, 2019 | 19 | 2019 |
Quantitative evaluation of methods to analyze motion changes in single-particle experiments G Muñoz-Gil, H Bachimanchi, J Pineda, B Midtvedt, M Lewenstein, ... arXiv preprint arXiv:2311.18100, 2023 | 11 | 2023 |
Bubble-propelled micromotors for ammonia generation RF Campos, H Bachimanchi, G Volpe, K Villa Nanoscale 15 (38), 15785-15793, 2023 | 7 | 2023 |
Microplankton life histories revealed by holographic microscopy and deep learning H Bachimanchi, B Midtvedt, D Midtvedt, E Selander, G Volpe eLife 11, e79760, 2022 | 7 | 2022 |
Single-shot self-supervised particle tracking B Midtvedt, J Pineda, F Skärberg, E Olsén, H Bachimanchi, E Wesén, ... arXiv preprint arXiv:2202.13546, 2022 | 4 | 2022 |
Deep Learning Crash Course B Midtvedt, J Pineda, HK Moberg, H Bachimanchi, JB Pereira, C Manzo, ... No Starch Press, 2025 | 3 | 2025 |
Deep‐learning‐powered data analysis in plankton ecology H Bachimanchi, MIM Pinder, C Robert, P De Wit, J Havenhand, A Kinnby, ... Limnology and Oceanography Letters, 2024 | 2 | 2024 |
Deeplay. github. com B Midtvedt, J Pineda, HK Morberg, H Bachimanchi, C Manzo, G Volpe DeepTrackAI/deeplay, 2024 | 2 | 2024 |
Harnessing nonlinear frequency upconversion of Talbot effect with flexible Talbot lengths H Bachimanchi, SJ Sarkar, M Ebrahim-Zadeh, GK Samanta Optics Express 32 (9), 15967-15977, 2024 | 1 | 2024 |
Controlled Generation of Self-images of a Microlens Array and the Second Harmonic Talbot Effect BS Harshith, GK Samanta ICOL-2019: Proceedings of the International Conference on Optics and Electro …, 2021 | 1 | 2021 |
Generation and Frequency-conversion of Optical Vortex Arrays with Controlled Intensity Distribution BS Harshith, GK Samanta CLEO: Science and Innovations, JW2A. 68, 2019 | 1 | 2019 |
Diffusion models for super-resolution microscopy: A tutorial H Bachimanchi, G Volpe Journal of Physics: Photonics, 2024 | | 2024 |
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial H Bachimanchi, G Volpe arXiv preprint arXiv:2409.16488, 2024 | | 2024 |
Geometric deep learning reveals the spatiotemporal fingerprint of microscopic motion J Pineda, B Midtvedt, H Bachimanchi, S Noé, D Midtvedt, G Volpe, ... arXiv preprint arXiv:2202.06355, 2022 | | 2022 |
Characterizing the feeding patterns of microzooplanktons using digital holographic microscopy and deep learning H Bachimanchi, B Midtvedt, D Midtvedt, E Selander, G Volpe Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 118041U, 2021 | | 2021 |
Controlled Generation of Self-images of a Microlens Array and the Second Harmonic Talbot Effect H Bachimanchi, GK Samanta ICOL-2019, 85-88, 2021 | | 2021 |
Digital holographic microscopy driven by deep learning: A study on marine planktons H Bachimanchi, B Midtvedt, D Midtvedt, E Selander, G Volpe Emerging Topics in Artificial Intelligence 2020 11469, 114691O, 2020 | | 2020 |