A Bernstein-type Inequality for High Dimensional Linear Processes with Applications to Robust Estimation of Time Series Regressions

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Linbo Liu | Danna Zhang

Deep learning for ψ-weakly dependent processes

JOURNAL ARTICLE published September 2024 in Journal of Statistical Planning and Inference

Authors: William Kengne | Modou Wade

Improving energy estimation in VSA processes through integration of vacuum pump characteristics: A carbon capture case study

JOURNAL ARTICLE published September 2024 in Separation and Purification Technology

Research funded by Vlaanderen Agentschap Innoveren & Ondernemen (HBC.2021.0255)

Authors: Mohsen Gholami | Matthias Schoukens | Tom R.C. Van Assche | Joeri F.M. Denayer

Robust minimum divergence estimation in a spatial Poisson point process

JOURNAL ARTICLE published July 2024 in Ecological Informatics

Research funded by Japan Society for the Promotion of Science (JP22K11938)

Authors: Yusuke Saigusa | Shinto Eguchi | Osamu Komori

Wavenumber calibration and dispersion compensation for Fourier domain optical coherence tomography by parameterized instantaneous frequency estimation method

JOURNAL ARTICLE published July 2024 in Optics & Laser Technology

Authors: Yuexin Huang | Yaosen Deng | Jiewen Lin | Qiukun Zhang | Shuncong Zhong

FIREMAP: Cloud-based software to automate the estimation of wildfire-induced ecological impacts and recovery processes using remote sensing techniques

JOURNAL ARTICLE published July 2024 in Ecological Informatics

Authors: José Manuel Fernández-Guisuraga | Alfonso Fernández-Manso | Carmen Quintano | Víctor Fernández-García | Alberto Cerrillo | Guillermo Marqués | Gaspar Cascallana | Leonor Calvo

The temporal dynamics of daily stress, affect, and several affect regulation processes, in patients with chronic mood and anxiety disorders before and after a mindful yoga intervention

JOURNAL ARTICLE published July 2024 in Personalized Medicine in Psychiatry

Authors: Nina K. Vollbehr | Sanne H. Booij | H.J. Rogier Hoenders | Brian D. Ostafin | Agna A. Bartels-Velthuis

Volatility estimation of hidden Markov processes and adaptive filtration

JOURNAL ARTICLE published July 2024 in Stochastic Processes and their Applications

Research funded by Russian Science Foundation (20-61-47043)

Authors: Yury A. Kutoyants

A note on series representation for the q-scale function of a class of spectrally negative Lévy processes

JOURNAL ARTICLE published July 2024 in Statistics & Probability Letters

Authors: Ehyter M. Martín-González | Antonio Murillo-Salas | Henry Pantí

Asymmetry in microstructure and mechanical properties of FSWed joints using a hemispherical tool tilted towards the retreating side

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Research funded by Japan Society for the Promotion of Science (PE22048)

Authors: D. Ambrosio | Y. Morisada | K. Ushioda | H. Fujii

A computational model to understand the interaction of nanosecond pulsed laser with ultra-thin SiNx layer-coated silicon substrate

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Authors: Pinal Rana | Vishnu Narayanan | Anil Kottantharayil | Deepak Marla

Uncertainty quantification of cuffless blood pressure estimation based on parameterized model evidential ensemble learning

JOURNAL ARTICLE published June 2024 in Biomedical Signal Processing and Control

Authors: Zhan Shen | Tapabrata Chakraborti | Wenyan Wang | Shuaiting Yao | Zhizhong Fu | Yifan Chen | Xiaorong Ding

Estimation of surface and interface strains in deformation processing using an ensemble averaged digital image correlation method

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Research funded by Science and Engineering Research Board (CRG/2022/008472)

Authors: Deepika Gupta | Koushik Viswanathan

Effects of the deflection angle of the indenter on the material removal and damage evolution of fused silica during scratching

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Research funded by National Natural Science Foundation of China (52075221) | Fundamental Research Funds for the Central Universities (2023-JCXK-02) | Jilin Provincial Key Research and Development Plan Project (20240302066GX) | National Key Research and Development Program of China (2022YFB4600204)

Authors: Yuxin Liu | Haoxiang Wu | Hongyang Zhang | Tong Liu | Hu Huang

Towards spatial property control of the glass transition temperature and microstructure of 3d printed shape memory polymers via set-point tuning of the extrusion temperature and extraction of the underlying physical model with gaussian process regression

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Authors: Andreas K. Lianos | Tianyang Zhou | Suzanne R. Peterson | Pavan V. Kolluru | Dimitris C. Lagoudas | Satish T.S. Bukkapatnam

Goodness-of-fit test for point processes first-order intensity

JOURNAL ARTICLE published June 2024 in Computational Statistics & Data Analysis

Research funded by Gobierno de España Ministerio de Ciencia e Innovación (PID2020-116587GB-I00)

Authors: M.I. Borrajo | W. González-Manteiga | M.D. Martínez-Miranda

Ornstein−Uhlenbeck type processes on Wasserstein spaces

JOURNAL ARTICLE published June 2024 in Stochastic Processes and their Applications

Authors: Panpan Ren | Feng-Yu Wang

Summary statistics for spatio-temporal point processes on linear networks

JOURNAL ARTICLE published June 2024 in Spatial Statistics

Research funded by Kempestiftelserna (JCSMK22-0111)

Authors: Mehdi Moradi | Ali Sharifi

Segmentation of peen forming patterns using k-means clustering

JOURNAL ARTICLE published June 2024 in Journal of Manufacturing Processes

Authors: Vladislav Sushitskii | Hong Yan Miao | Martin Lévesque | Frédérick P. Gosselin

Traffic state estimation from vehicle trajectories with anisotropic Gaussian processes

JOURNAL ARTICLE published June 2024 in Transportation Research Part C: Emerging Technologies

Authors: Fan Wu | Zhanhong Cheng | Huiyu Chen | Zhijun Qiu | Lijun Sun