Knowledge‐Guided Machine Learning for Operational Flood Forecasting
Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
Water Resources Research | October 2025
Somya Chatterjee
Publications
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High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
October 2025
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Do Code Models Suffer from the Dunning-Kruger Effect?
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
ArXiv | October 2025, Vol abs/2510.05457
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One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
September 2025
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Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
December 1969
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Knowledge‐Guided Machine Learning for Operational Flood Forecasting
Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
Water Resources Research | October 2025
-
High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
October 2025
-
Do Code Models Suffer from the Dunning-Kruger Effect?
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
ArXiv | October 2025, Vol abs/2510.05457
-
One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
September 2025
-
Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
December 1969
-
-
-
Do Code Models Suffer from the Dunning-Kruger Effect?
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
ArXiv | October 2025, Vol abs/2510.05457
-
-
-
Knowledge‐Guided Machine Learning for Operational Flood Forecasting
Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
Water Resources Research | October 2025
-
-
-
High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
October 2025
-
-
-
One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
September 2025
-
-
-
Knowledge‐Guided Machine Learning for Operational Flood Forecasting
Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
Water Resources Research | October 2025
-
Do Code Models Suffer from the Dunning-Kruger Effect?
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
ArXiv | October 2025, Vol abs/2510.05457
-
-
-
High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
October 2025
-
One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
September 2025
-
Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
December 1969
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