Concepedia

Rohit Unni

RU

Statistics

Publications

5

Citations

210

H-Index

5

Active since

2020

Affiliations

Walker (United States)(Current)

The University of Texas at Austin

Rohit Unni is an author at Walker (United States) specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningPhysicsPhotonicsThin FilmsData ScienceNanophotonicsApplied PhysicsInverse Problems

Publications per year

2020–2024

5

Publications

5

Deep Convolutional Mixture Density Network for Inverse Design of Layered Photonic Structures

Rohit Unni, Kan Yao, Yuebing Zheng · ACS Photonics · 2020 · 97 citations · Full text

Photonics, Engineering, Machine Learning +13

A mixture-density-based tandem optimization network for on-demand inverse design of thin-film high reflectors

Rohit Unni, Kan Yao, Xizewen Han et al. · Nanophotonics · 2021 · 44 citations · Full text

Decoding Optical Data with Machine Learning

Jie Fang, Anand Swain, Rohit Unni et al. · Laser & Photonics Review · 2020 · 37 citations · Full text

Advancing materials science through next-generation machine learning

Rohit Unni, Mingyuan Zhou, Peter R. Wiecha et al. · Current Opinion in Solid State and Materials Science · 2024 · 18 citations · Full text

Materials Science, Engineering, Machine Learning +4

Nested deep transfer learning for modeling of multilayer thin films

Rohit Unni, Kan Yao, Yuebing Zheng · Advanced Photonics · 2024 · 14 citations · Full text

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