Soumik Sarkar
Iowa State University
H-index: 45
North America-United States
Top articles of Soumik Sarkar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean | arXiv preprint arXiv:2402.18751 | Sarah E Jones Timilehin Ayanlade Benjamin Fallen Talukder Z Jubery Arti Singh | 2024/2/28 |
Neural PDE solvers for irregular domains | Computer-Aided Design | Biswajit Khara Ethan Herron Aditya Balu Dhruv Gamdha Chih-Hsuan Yang | 2024/4/14 |
Evaluating NeRFs for 3D Plant Geometry Reconstruction in Field Conditions | arXiv preprint arXiv:2402.10344 | Muhammad Arbab Arshad Talukder Jubery James Afful Anushrut Jignasu Aditya Balu | 2024/2/15 |
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models | arXiv preprint arXiv:2404.08079 | Nastaran Saadati Minh Pham Nasla Saleem Joshua R Waite Aditya Balu | 2024/4/11 |
AIIRA: AI Institute for Resilient Agriculture | AI Magazine | Baskar Ganapathysubramanian Jessica MP Bell George Kantor Nirav Merchant Soumik Sarkar | 2024/2/9 |
NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs | Engineering with Computers | Biswajit Khara Aditya Balu Ameya Joshi Soumik Sarkar Chinmay Hegde | 2024/4/10 |
Leveraging Soil Mapping and Machine Learning to Improve Spatial Adjustments in Plant Breeding Trials | bioRxiv | Matthew E Carroll Luis G Riera Bradley A Miller Philip M Dixon Baskar Ganapathysubramanian | 2024 |
GENESIS-RL: GEnerating Natural Edge-cases with Systematic Integration of Safety considerations and Reinforcement Learning | arXiv preprint arXiv:2403.19062 | Hsin-Jung Yang Joe Beck Md Zahid Hasan Ekin Beyazit Subhadeep Chakraborty | 2024/3/27 |
Latent Diffusion Models for Structural Component Design | Computer-Aided Design | Ethan Herron Jaydeep Rade Anushrut Jignasu Baskar Ganapathysubramanian Aditya Balu | 2024/6/1 |
Predicting the onset of preeclampsia by longitudinal monitoring of metabolic changes throughout pregnancy with Raman spectroscopy | Bioengineering & translational medicine | Saman Ghazvini Saji Uthaman Lilly Synan Eugene C Lin Soumik Sarkar | 2024/1 |
Dominating Set Model Aggregation for communication-efficient decentralized deep learning | Neural Networks | Fateme Fotouhi Aditya Balu Zhanhong Jiang Yasaman Esfandiari Salman Jahani | 2024/3/1 |
An LSTM-based approach to detect transition to lean blowout in swirl-stabilized dump combustion systems | Energy and AI | Tryambak Gangopadhyay Somnath De Qisai Liu Achintya Mukhopadhyay Swarnendu Sen | 2024/5/1 |
Cyber-agricultural systems for crop breeding and sustainable production | Soumik Sarkar Baskar Ganapathysubramanian Arti Singh Fateme Fotouhi Soumyashree Kar | 2023/8/28 | |
Deep learning-based 3D multigrid topology optimization of manufacturable designs | Engineering Applications of Artificial Intelligence | Jaydeep Rade Anushrut Jignasu Ethan Herron Ashton Corpuz Baskar Ganapathysubramanian | 2023/11/1 |
Smart Connected Farms and Networked Farmers to Tackle Climate Challenges Impacting Agricultural Production | arXiv preprint arXiv:2312.12338 | Behzad J Balabaygloo Barituka Bekee Samuel W Blair Suzanne Fey Fateme Fotouhi | 2023/12/19 |
Data driven ensemble learning for soybean yield prediction | Souradeep Chattopadhyay Matthew Eden Carroll Baskar Ganapathysubramanian Asheesh K Singh Soumik Sarkar | 2023/1/26 | |
Out-of-distribution detection algorithms for robust insect classification | Plant Phenomics | Mojdeh Saadati Aditya Balu Shivani Chiranjeevi Talukder Zaki Jubery Asheesh K Singh | 2023/5/2 |
First Trimester Prediction of Preterm Birth in Patient Plasma with Machine-Learning-Guided Raman Spectroscopy and Metabolomics | ACS Applied Materials & Interfaces | Lilly Synan Saman Ghazvini Saji Uthaman Gabriel Cutshaw Che-Yu Lee | 2023/8/7 |
A Comprehensive Study on Soybean Yield Prediction Using Soil and Hyperspectral Reflectance Data | Souradeep Chattopadhyay Aditya Gupta Matthew Carroll Joscif Raigne Baskar Ganapathysubramanian | 2023/10/19 | |
A Predicting Clipping Asynchronous Stochastic Gradient Descent Method in Distributed Learning | Haoxiang Wang Zhanhong Jiang Chao Liu Soumik Sarkar Dongxiang Jiang | 2023/12/13 |
Co-Authors
