Works (16)

Updated: July 5th, 2023 14:43

2023 journal article

Scalable and portable computational framework enabling online probabilistic remaining useful life (RUL) estimation

ADVANCES IN ENGINEERING SOFTWARE, 181.

By: K. Lyathakula n & F. Yuan n

author keywords: Probabilistic remaining useful life estimation; Uncertainty quantification; Bayesian inference; Markov chain Monte Carlo; Sequential Monte Carlo; High performance; Computing; Raspberry Pi cluster
Source: Web Of Science
Added: May 30, 2023

2022 journal article

Analysis of an Elasto-Hydrodynamic Seal by Using the Reynolds Equation

APPLIED SCIENCES-BASEL, 12(19).

By: S. Cesmeci*, K. Lyathakula n, M. Hassan*, S. Liu, H. Xu & J. Tang

author keywords: elasto-hydrodynamic; EHD; power; Reynolds equation; seal; supercritical; sCO(2)
Sources: ORCID, Web Of Science
Added: September 24, 2022

2022 article

Fatigue Damage Diagnostics-Prognostics Framework for Remaining Life Estimation in Adhesive Joints

Lyathakula, K. R., & Yuan, F.-G. (2022, May 10). AIAA JOURNAL, Vol. 5.

By: K. Lyathakula n & F. Yuan n

Sources: ORCID, Web Of Science
Added: May 20, 2022

2021 article

A framework to quantify uncertainty in critical slip distance in rate and state friction model for earthquakes

Dana, S., & Lyathakula, K. R. (2021, April 22). (Vol. 4). Vol. 4.

By: S. Dana & K. Lyathakula

Source: ORCID
Added: May 6, 2021

2021 journal article

A probabilistic fatigue life prediction for adhesively bonded joints via ANNs-based hybrid model

INTERNATIONAL JOURNAL OF FATIGUE, 151.

By: K. Lyathakula n & F. Yuan n

author keywords: Probabilistic fatigue life estimation; Uncertainty quantification; Bayesian inference; Markov chain Monte Carlo; ANNs
Sources: Web Of Science, ORCID
Added: August 9, 2021

2021 journal article

Arriving at estimates of a rate and state fault friction model parameter using Bayesian inference and Markov chain Monte Carlo

Artificial Intelligence in Geosciences, 2, 171–178.

By: S. Dana* & K. Lyathakula n

Source: ORCID
Added: June 24, 2022

2021 article

Fatigue Damage Prognosis of Adhesively Bonded Joints via a Surrogate Model

(D. Zonta, H. Huang, & Z. Su, Eds.). SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2021, Vol. 11591.

By: K. Lyathakula n & F. Yuan n

Ed(s): D. Zonta, H. Huang & Z. Su

author keywords: Damage prognosis; uncertainty quantification; Bayesian inference; surrogate modeling; ANNs; remaining useful life; matching pursuit algorithm
Sources: Web Of Science, ORCID
Added: November 8, 2021

2021 article

Probabilistic Fatigue Life Prediction for Adhesively Bonded Joints via Surrogate Model

SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2021, Vol. 11591.

By: K. Lyathakula n & F. Yuan n

author keywords: Uncertainty quantification; Bayesian inference; surrogate model; ANNs; probabilistic fatigue life
Sources: Web Of Science, ORCID
Added: November 8, 2021

2021 journal article

Structural Optimization Design for Single Layer Surface Acoustic Wave Interdigital Transducer (SAW-IDT)

Xiyou Jinshu Cailiao Yu Gongcheng/Rare Metal Materials and Engineering. https://publons.com/wos-op/publon/52981410/

Source: ORCID
Added: October 21, 2022

2021 article

Uncertainty quantification in friction model for earthquakes using Bayesian inference

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85106096956&partnerID=MN8TOARS

By: S. Dana & K. Lyathakula

Source: ORCID
Added: November 18, 2021

2020 journal article

Vibration effects of standing surface acoustic wave for separating suspended particles in lubricating oil

AIP Advances, 10(4), 045013.

By: Z. Wang*, L. Qian*, Z. Jiang*, X. Xue* & K. Reddy n

Source: ORCID
Added: June 9, 2020

2019 conference paper

Demonstration of prognostics health monitoring (PHM) in adhesive lap joints using simulated studies

Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring, 1, 999–1006.

By: K. Lyathakula* & F. Yuan

Source: ORCID
Added: November 18, 2021

2019 journal article

Research on Particle Concentration Effect Experiment Based on Microfluidic Chip

Sensor Letters, 17(3), 201–205.

By: Z. Wang, L. Chen, Y. Luo, X. Xue, Z. Jiang & K. Reddy

Source: ORCID
Added: June 24, 2022

2018 journal article

A Review of Key Techniques for Online Particle Separation Monitoring

Sensor Letters, 16(4), 259–266.

By: Z. Wang, H. Yin, Z. Jiang, X. Xue, K. Reddy & Y. Li

Source: ORCID
Added: June 24, 2022

2018 journal article

Study on Attenuation Properties of Surface Wave of AE Simulation Source Based on OPCM Sensor Element

Journal of Sensors, 2018.

By: Z. Wang*, X. Xue*, X. Li*, Z. Jiang* & K. Reddy n

Sources: ORCID, NC State University Libraries
Added: August 6, 2018

journal article

Physics-Informed Deep Learning-Based Modeling of a Novel Elastohydrodynamic Seal for Supercritical CO2 Turbomachinery

Source: ORCID
Added: October 21, 2022

Employment

Updated: April 2nd, 2022 12:30

2022 - present

Wartsila Herndon, Virginia, US
Battery Data Scientist

2015 - 2021

NC State University North Carolina Agricultural Research Service Raleigh, NC, US
Research Assistant Mechanical