Well Performance from Numerical Methods to Machine Learning Approach: Applications in Multiple Fractured Shale Reservoirs by Kailei Liu, Boyue Xu, Changjea Kim, Jing Fu

“…Therefore, in this paper, two methods are developed to bridge this gap by using the machine learning technique to forecast well production performance in unconventional reservoirs, especially on the EOR pilot projects. …”
Get full text

Evaluating the Robustness of Foundation Models for Satellite Imagery by Gilbert Rotich, Sudeep Sarkar

“…Currently, the usefulness of the majority of thesemodels presented in their respective works are demonstrated using one or two downstream tasks, specifically classification and segmentation using limited datasets that lack complexity based on the diversity of scenes, resolution, and sizes. …”
Get full text

Do empowerments influence experiencing intimate partner violence (IPV)? A multi-continental study of women across low and lower-middle-income countries by M Z E M Naser Uddin Ahmed, MD. Nahid Hassan Nishan, Helene Dahlqvist, Saidur Rahman Mashreky, Koustuv Dalal

“…We also account for complexities related to the survey and incorporate sampling weights. …”
Get full text

Biochar-mediated changes in nutrient distribution and leaching patterns: insights from a soil column study by Elif Gunal

“…Specifically, the potential of hazelnut husk biochar for nutrient retention and soil improvement has not been extensively studied, leaving a gap in understanding its practical applications and optimal usage in different soil types and crop systems. …”
Get full text

Exploring the Landscape of Social and Economic Factors in Critical Illness Survivorship: A Scoping Review by Hong Li, MPH, A. Fuchsia Howard, PhD, Kelsey Lynch, MSc, Joanne Chu, BScFNH, Gregory Haljan, MD

“…Various SDE factors have been explored in the critical illness survivorship literature and many are associated with post-ICU outcomes with varying effect sizes. There remains a gap in understanding longitudinal outcomes, mechanisms of how SDE factors interact with outcomes, and of the complexity and interconnectedness of these factors, all of which will be instrumental in guiding interventions to improve post-ICU survivorship.…”
Get full text

Molecular investigations on exosome enriched in vitro maturation of bovine cumulus cells: Insights from cumulus cell dynamics by P. Parvathi, R.S. Abhilash, C. Jayakumar, H.M. Harshan, K.P. Magnus, G. Radhika, E. Kurian, P. Prathima, S.M. Saifudeen

“…Additionally, the expression of caveolin 1 (CAV1), a gap junctional protein, exhibited a 1.4-fold increase (FC 1.41; p 0.05), though not statistically significant. …”
Get full text

Development and validation of a physician dialogic risk communication instrument scale in Chinese online medical consultations on cancer treatment risks by Wenze Lu, Janelle Yorke, Yan Li, Winsome-Yuk-Yin Lam, Mengqi Li, Yule Hu, Cindy Sing Bik Ngai

“…Abstract Given the complexity and diversity of risks involved in cancer treatment, physician dialogic risk communication (PDRC), which refers to dynamic, responsive, and interactive communicative expressions that take into account patients’ perspectives, concerns, and emotions regarding risks, is gaining increasing prominence. …”
Get full text

Exploring the Relations Between Running Variability and Injury Susceptibility: A Scoping Review by Zaheen Ahmed Iqbal, Daniel Hung-Kay Chow

“…Eligibility criteria and sources of evidence: Twenty-one studies illustrating the complexity of running variability in relation to running-related injuries were selected from Web of Science, ScienceDirect, Google Scholar, and PubMed databases during December 2022 to June 2024. …”
Get full text

Unveiling the Pathological Landscape of Intrauterine Adhesion: Mechanistic Insights and Exosome-Biomaterial Therapeutic Innovations by Qin Z, Yu Q, Long Y

“…This review synthesizes the pathological mechanisms of IUA, explores the therapeutic potential of exosomes and biomaterials, and discusses future directions to bridge the gap between mechanistic insights, therapeutic strategy development and clinical applications.Keywords: intrauterine adhesion, pathological mechanism, exosomes, biomaterials…”
Get full text

Advances in the application of nomograms for patients with gastric cancer associated with peritoneal metastasis by Shiyang Jin, Zeshen Wang, Qiancheng Wang, Zhenglong Li, Xirui Liu, Kuan Wang

“…Overcoming translational barriers through interdisciplinary collaboration will be critical to bridging the gap between predictive analytics and therapeutic intervention.…”
Get full text

Statistics is not measurement: The inbuilt semantics of psychometric scales and language-based models obscures crucial epistemic differences by Jana Uher

“…The article then explicates psychology's challenges for establishing genuine analogues of measurement, which arise from the peculiarities of its study phenomena (e.g., higher-order complexity, non-ergodicity) and language-based methods (e.g., inbuilt semantics). …”
Get full text

Family outcomes of a parent-implemented early intervention for neurodevelopmental disorders: an exploratory study of family dynamics by Cecilia H. M. Wong, Camille K. Y. Chan, Paul W. C. Wong

“…It moved beyond the linear changing processes in the intervention design, addressed the complexity of the social systems, and explicated the multidimensional changing processes in a family—the immediate context where parent-implemented early intervention was implemented. …”
Get full text

Tempering implementation optimism: distinguishing between efficacy and effectiveness in implementation research by Per Nilsen, Jeanette Wassar Kirk, Katarina Ulfsdotter Gunnarsson, Kristin Thomas

“…However, relying on this assumption can lead to overly optimistic expectations about real-world outcomes if the complexities of routine practice settings are not adequately considered. …”
Get full text

Feasibility, acceptability and appropriateness of laparoscopic versus abdominal hysterectomy for women and healthcare professionals: the LAVA trial qualitative process evaluation by Lynsay Matthews, T Justin Clark, Sheriden Bevan, Lee Middleton, Lina Antoun, Paul Smith, Ertan Saridogan, Rebecca Woolley, Monique Morgan, Laura L Jones

“…The LAparoscopic Versus Abdominal hysterectomy trial aimed to address this gap. A qualitative process evaluation was embedded within the pilot phase of the LAparoscopic Versus Abdominal hysterectomy trial. …”
Get full text

Exploration of the Main Models and Optimization Paths for the Market-Oriented Operation of Urban Parks by Yanting LI, Qiaowan YANG

“…In recent years, with the tightening of policy and fiscal funds, the funding gap for park management and maintenance has been continuously expanding. …”
Get full text

Dynamic Relationship between the Iranian Stock Market and Commodity Markets: A TVP-VAR Approach and Portfolio Optimization by Hadi Esmaeilpour, Emad Sharifbagheri

“…This study aims to address this gap in the literature. Materials and MethodsThis study employs a four-step empirical framework. …”
Get full text

A Jurisprudential and Legal Inquiry into the Foundations and Limits of the Liability of Manufacturers of Internet of Things Devices by Zahra Sadat Mirhashemi, Fatemeh Najib Zadeh, Moein Gholamalipour

“…Lastly, the research points out the global deficiency in comprehensive legislative frameworks that address the legal aspects of new technologies. This gap underscores the need for ongoing scholarly engagement in Islamic jurisprudence and legal studies to develop updated laws that can effectively manage the complexities introduced by IoT devices…”
Get full text

Quantum annealing enhanced Markov-Chain Monte Carlo by Shunta Arai, Tadashi Kadowaki

“…QAEMCMC accelerates MCMC and provides an efficient method for complex systems, paving the way for scalable quantum-assisted sampling strategies.…”
Get full text

Leukocyte recruitment in flavivirus-induced encephalitis by Emily Slowikowski, Céleste Willems, Pedro Elias Marques

“…This condition involves complex interactions between the virus, resident cells of the central nervous system and leukocytes recruited to the brain. …”
Get full text

Mixed Methods in Educational Large-Scale Studies: Integrating Qualitative Perspectives into Secondary Data Analysis by Jana Costa

“…Therefore, this article argues that the integration of qualitative perspectives can provide new empirical insights, allowing researchers to explore new patterns, address research gaps, and reframe theoretical foundations. In this way, mixed methods can enhance the scope of LSA data analysis, making it more adaptable to complex educational research questions and enriching the overall research process.…”
Get full text