Dibyajyoti Chakraborty

According to our database, Dibyajyoti Chakraborty authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Deep Learning of Solver-Aware Turbulence Closures from Nudged LES Dynamics.

Ashwin Suriyanarayanan, Dibyajyoti Chakraborty, Romit Maulik

CoRR, April, 2026

Adaptive Diffusion Posterior Sampling for Data and Model Fusion of Complex Nonlinear Dynamical Systems.

Dibyajyoti Chakraborty, Hojin Kim, Romit Maulik

CoRR, March, 2026

High-Resolution Climate Projections Using Diffusion-Based Downscaling of a Lightweight Climate Emulator.

Haiwen Guan, Moein Darman, Dibyajyoti Chakraborty, Troy Arcomano, Ashesh Chattopadhyay, Romit Maulik

CoRR, February, 2026

SC3D: Dynamic and Differentiable Causal Discovery for Temporal and Instantaneous Graphs.

Sourajit Das, Dibyajyoti Chakraborty, Romit Maulik

CoRR, February, 2026

Binned spectral power loss for improved prediction of chaotic systems.

Dibyajyoti Chakraborty, Arvind T. Mohan, Romit Maulik

J. Comput. Phys., 2026

2025

MoWE : A Mixture of Weather Experts.

Dibyajyoti Chakraborty, Romit Maulik, Peter Harrington, Dallas Foster, Mohammad Amin Nabian, Sanjay Choudhry

CoRR, September, 2025

Multimodal Atmospheric Super-Resolution With Deep Generative Models.

Dibyajyoti Chakraborty, Haiwen Guan, Jason Stock, Troy Arcomano, Guido Cervone, Romit Maulik

CoRR, June, 2025

2024

Improved deep learning of chaotic dynamical systems with multistep penalty losses.

Dibyajyoti Chakraborty, Seung Whan Chung, Ashesh Chattopadhyay, Romit Maulik

CoRR, 2024

Divide And Conquer: Learning Chaotic Dynamical Systems With Multistep Penalty Neural Ordinary Differential Equations.

Dibyajyoti Chakraborty, Seung Whan Chung, Romit Maulik

CoRR, 2024

A note on the error analysis of data-driven closure models for large eddy simulations of turbulence.

Dibyajyoti Chakraborty, Shivam Barwey, Hong Zhang, Romit Maulik

CoRR, 2024

2022

Computing Anti-Derivatives using Deep Neural Networks.

Dibyajyoti Chakraborty, Shivasubramanian Gopalakrishnan

CoRR, 2022