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Aniruddha Bora

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Assistant Professor

Texas State University

United States

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About

Dr. Aniruddha Bora is an Assistant Professor at Texas State University, USA. His research focuses on the application of neural networks in physical systems, including thermal analysis, soliton propagation, and heat conduction in various materials. Recent publications include works on high-frequency scaling in neural operators, physics-informed methods for laser-irradiated tissues, and advanced techniques for solving Schrödinger equations.

Recent Grants

Grant: Open

Drift-Aware Initialization of Coupled Earth System Models for Scalable Subseasonal-to-Seasonal Prediction Using Agentic AI

Open Date: 2026-10-01

Close Date: 2027-07-01

Grant: Close

PIER: Physics-Informed, Energy-efficient, Risk-aware Routing

Open Date:

Close Date:

Grant: Close

NOEMA-LASER

Open Date:

Close Date:

Grant: Close

Trashformer

Open Date:

Close Date:

Articles (13)

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2026

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2026

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2026

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2025

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2025

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2025

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2024

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2023

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2022

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2022

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2022

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2022

Year:

2021

Collaborators (1)

Bryce Harrop

Earth Scientist

Pacific Northwest National Laboratory

UNITED STATES

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Aniruddha Bora

Research Interests

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About

Recent Grants

Articles (13)

Mitigating spectral bias in neural operators via high-frequency scaling for physical systems

Inception UNet (IUNet) and multi-scale multi-branch (M&M) UNet plug-in neural operators for online bias correction in E3SM atmosphere model

Improving thermodynamic nudging in the E3SM Atmosphere Model version 2 (EAMv2): strategy and hindcast skills on weather systems

A physics-informed neural network method for thermal analysis in laser-irradiated 3D skin tissues with embedded vasculature, tumor and gold nanorods

An Artificial Neural Network Method for Simulating Soliton Propagation Based on the Rosenau-KdV-RLW Equation on Unbounded Domains

Retrofitting Earth System Models with Cadence-Limited Neural Operator Updates

TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers

TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers

Neural network method for solving nonlocal two-temperature nanoscale heat conduction in gold films exposed to ultrashort-pulsed lasers

Neural network method for solving nonlocal two-temperature nanoscale heat conduction in gold films exposed to ultrashort-pulsed lasers

A New Artificial Neural Network Method for Solving Schrödinger Equations on Unbounded Domains

A New Artificial Neural Network Method for Solving Schr?dinger Equations on Unbounded Domains

Neural network method for solving parabolic two-temperature microscale heat conduction in double-layered thin films exposed to ultrashort-pulsed lasers

Collaborators (1)

Bryce Harrop

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