Binil Starly

Binil Starly

North Carolina State University

H-index: 32

North America-United States

About Binil Starly

Binil Starly, With an exceptional h-index of 32 and a recent h-index of 26 (since 2020), a distinguished researcher at North Carolina State University, specializes in the field of digital manufacturing, smart manufacturing, industrial internet of things, Digital Twin.

His recent articles reflect a diverse array of research interests and contributions to the field:

Manufacturing service capability prediction with Graph Neural Networks

Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models

Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery

MSEC 2023

Systems and methods for authenticating manufacturing Machines through an unobservable fingerprinting system

Stable Matching With Contracts for a Dynamic Two-Sided Manufacturing-as-a-Service (MaaS) Marketplace

Cluster3D: A Dataset and Benchmark for Clustering Non-Categorical 3D CAD Models

ManuBERT: A Pretrained Manufacturing Science Language Representation Model

Binil Starly Information

University

Position

___

Citations(all)

6193

Citations(since 2020)

3150

Cited By

4120

hIndex(all)

32

hIndex(since 2020)

26

i10Index(all)

61

i10Index(since 2020)

48

Email

University Profile Page

North Carolina State University

Google Scholar

View Google Scholar Profile

Binil Starly Skills & Research Interests

digital manufacturing

smart manufacturing

industrial internet of things

Digital Twin

Top articles of Binil Starly

Title

Journal

Author(s)

Publication Date

Manufacturing service capability prediction with Graph Neural Networks

Journal of Manufacturing Systems

Yunqing Li

Xiaorui Liu

Binil Starly

2024/6/1

Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models

arXiv preprint arXiv:2404.19134

Siyuan Xiang

Chin Tseng

Congcong Wen

Deshana Desai

Yifeng Kou

...

2024/4/29

Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery

Journal of Industrial Information Integration

Yunqing Li

Binil Starly

2024/4/18

MSEC 2023

Journal of Manufacturing Science and Engineering

Binil Starly

Albert Shih

2024/1/1

Systems and methods for authenticating manufacturing Machines through an unobservable fingerprinting system

Manufacturing Letters

Pavel Koprov

Shyam Gadhwala

Aniket Walimbe

Xiaolei Fang

Binil Starly

2023/8/1

Stable Matching With Contracts for a Dynamic Two-Sided Manufacturing-as-a-Service (MaaS) Marketplace

Deepak Pahwa

Umut Dur

Binil Starly

2023/6/12

Cluster3D: A Dataset and Benchmark for Clustering Non-Categorical 3D CAD Models

Siyuan Xiang

Ching Tseng

Congcong Wen

Deshana Desai

Yifeng Kou

...

2023/5/24

ManuBERT: A Pretrained Manufacturing Science Language Representation Model

Available at SSRN 4375613

Aman Kumar

Binil Starly

Collin Lynch

2023

“Unreal” factories: Next generation of digital twins of machines and factories in the Industrial Metaverse

Manufacturing Letters

Binil Starly

Pavel Koprov

Akshay Bharadwaj

Thomas Batchelder

Bennett Breitenbach

2023/9/1

FabKG: a knowledge graph of manufacturing science domain utilizing structured and unconventional unstructured knowledge source

arXiv preprint arXiv:2206.10318

Aman Kumar

Akshay G Bharadwaj

Binil Starly

Collin Lynch

2022/5/24

“FabNER”: information extraction from manufacturing process science domain literature using named entity recognition

Journal of Intelligent Manufacturing

Aman Kumar

Binil Starly

2022/12

Streaming machine generated data via the MQTT sparkplug b protocol for smart factory operations

Pavel Koprov

2022

A genetic algorithm for order acceptance and scheduling in additive manufacturing

International Journal of Production Research

Maaz Saleem Kapadia

Reha Uzsoy

Binil Starly

Donald P Warsing Jr

2022/11/2

Preserving buyer-privacy in decentralized supply chain marketplaces

Varun Madathil

Alessandra Scafuro

Kemafor Anyanwu

Sen Qiao

Akash Pateria

...

2022/9/26

Investigating autoregressive and machine learning-based time series modeling with dielectric spectroscopy for predicting quality of biofabricated constructs

Manufacturing Letters

Shohanuzzaman Shohan

Mahmud Hasan

Binil Starly

Rohan Shirwaiker

2022/9

Knowledge graph construction for product designs from large CAD model repositories

Advanced Engineering Informatics

Akshay G Bharadwaj

Binil Starly

2022/8/1

Journal of Computing and Information Science in Engineering

Journal of Computing and Information Science in Engineering

Yan Wang

Gaurav Ameta

Stephen Baek

Linkan Bian

Matthew I Campbell

...

2022/12

Hybrid blockchain architecture for cloud manufacturing-as-a-service (cmaas) platforms with improved data storage and transaction efficiency

Procedia Manufacturing

Mahmud Hasan

Kemafor Anyanwu

Binil Starly

2021/1/1

Non-destructive quality monitoring of 3D printed tissue scaffolds via dielectric impedance spectroscopy and supervised machine learning

Procedia Manufacturing

Shohanuzzaman Shohan

Jordan Harm

Mahmud Hasan

Binil Starly

Rohan Shirwaiker

2021/1/1

Dynamic matching with deep reinforcement learning for a two-sided Manufacturing-as-a-Service (MaaS) marketplace

Manufacturing Letters

Deepak Pahwa

Binil Starly

2021/8/1

See List of Professors in Binil Starly University(North Carolina State University)