Research works

Continuum limit of nonlocal electrostatics in random media

We derive a two-scale continuum limit for the electrostatic energy of random charge density fields that are stationary and ergodic under lattice translations. Each microscopic cell is charge neutral in every realization, while its dipole moment may fluctuate and have a nonzero me...

Compassionate interventions in healthcare staff: a review of the literature and pilot randomised controlled trial

Paper 1: Effectivesss of online compassion based interventions for supporting psychological wellbeing in healthcare staff: a systematic review and metaa-analysis. Paper 2: A pilot randomised controlled trial examing the effectivemess of an online compassionate mind training for h...

An Open-Source Dual-Channel RTD Thermal Control Platform for Research-Scale PEM Water Electrolysis Balance-of-Plant Integration

Inter-laboratory variation in proton exchange membrane water electrolysis (PEMWE) test bench balance-of-plant systems has contributed to significant disparity in published single-cell polarisation performance data, limiting experimental reproducibility and comparison between labo...

An exploration of lived experience of functional neurological disorder during life transitions: a qualitative study of women with functional seizures in the perinatal period and a systematic review of stigma in young people with FND

This study explores the perspectives of women who have lived experience of functional seizures during the perinatal period. A qualitative approach was used, with data collected by semi-structured interviews with six participants and analysed using Interpretative Phenomenological...

Moralising geopolitics: Sexual shame and stigma in international relations

Abstract This article theorises the role of sexual shame and stigma in constituting and reproducing international order. Using Russia and the USA as illustrative cases, it argues that anti-queer politics is not an isolated domestic phenomenon but part of a broader geopolitical pr...

TMC-LewisGen: Automated Generation of Lewis-like Structures for Transition–Metal Complexes

Abstract Lewis structures constitute a foundational language in chemical education, mechanistic reasoning, synthesis, and modern cheminformatics. With the accelerating shift toward data-driven and AI-assisted molecular science, the ability to rapidly generate Lewis-like represent...

Shoaling of internal solitary waves over linear slopes with variable topography

This study investigates the influence of variable topography on the kinematics of internal solitary wave shoaling across various breaking regimes under the unifying condition of a slope-intersecting pycnocline. It is demonstrated that bottom corrugations can significantly modify...

Two-Stage Probabilistic Robust Control for Aircraft Longitudinal Short-Period Dynamics Using Pareto Optimization

This paper proposes a two-stage probabilistic robust controller design framework based on Pareto optimization (TSPO) for aircraft longitudinal short-period motion subject to aerodynamic parameter uncertainties. Unlike conventional robust control approaches such as LQR, H∞, and LM...

Encounters with Photobooks: How Art and Experience Matter

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Causal inference in conservation policy: Evaluating the effects of Protected Areas on deforestation and well-being in the Peruvian Amazon

The Peruvian Amazon, one of the most biodiverse regions on Earth, is under increasing pressure from deforestation, threatening both ecological wealth and local livelihoods. Protected Areas (PAs) have emerged as one of the main conservation strategies; however, questions remain re...

A Curated Phenotype-Linked HIV-1 Sequence Dataset for Machine Learning Approaches to Tropism Prediction, Disease Progression and Proviral Reservoir Studies

HIV-1 tropism toward the CCR5 and CXCR4 coreceptors is an important viral characteristic associated with cell entry, the potential use of specific entry inhibitors, studies of disease progression, and analyses of proviral reservoirs. The development of tools for genotypic tropism...

Universal crystallization kinetics of solution-processed semiconductors

Abstract Heterogeneous crystallization kinetics critically govern the morphology and performance of solution-processed semiconductors, yet morphology control is often achieved through trial-and-error optimization. Quantitative understanding of crystallization is essential for pre...

Microscopic theory of drag in a Bose condensate interacting with a moving reservoir

We derive a microscopic theory of drag for a Bose-Einstein condensate interacting with a moving reservoir. Starting from interactions between a condensate and a drifting fermionic bath, we integrate out the bath degrees of freedom within the Born--Markov approximation to obtain a...

Impact of errors in the shape function of rotating neutron stars in the oblate Schwarzschild approximation

Measurements of thermal X-ray flux emitted by neutron stars can constrain their radii and the equation of state of cold dense matter. Accurate flux modeling of rapidly rotating neutron stars requires an approximation for their oblate surface shape, usually given by a shape functi...

Benchmarking of fast and interpretable UF machine learning potentials

Machine learning interatomic potentials (MLIPs) have emerged as a powerful alternative to density functional theory (DFT) for molecular dynamics simulations, offering near-DFT accuracy at a fraction of the computational cost. However, many state-of-the-art MLIPs remain computatio...

Controlled Generation of Unstabilized N -Alkyl Nitrile Imines Enables Regioselective (3 + 2) Cycloadditions with Diverse Dipolarophiles

Abstract N-Alkyl nitrile imines remain underdeveloped as intermediates for intermolecular cycloadditions. Here, we report their in situ generation and regioselective (3 + 2) cycloaddition with activated and unactivated alkenes and alkynes, affording N-alkyl pyrazolines and pyrazo...

Toward Healthcare System Digital Mission Engineering: A Multilevel Health Informatics Framework for AI Integration, Demonstrated Through Cardiovascular Risk Management

Artificial intelligence increasingly operates within interconnected healthcare information systems, but governance remains model-centered and weakly tied to institutional mission. Healthcare System Digital Mission Engineering (HSDME) adapts digital mission engineering to treat th...

The Protective Action Decision‐Making Process in Emergency Responses During and After Earthquake Tremors: Qualitative Findings From the Elazığ and İzmir Earthquakes

Understanding behavioral responses during and immediately after an earthquake is critical to reducing injuries and developing preparedness strategies. This study identifies response patterns under seismic threat using qualitative evidence from the 2020 Elazığ and İzmir earthquake...

Returns to Caring? Health and Well‐Being Effects of Subsidized Long‐Term Care

ABSTRACT We estimate the health and well‐being effects of subsidized access to long‐term care (LTC). Our analysis exploits the staggered implementation of Spain's 2007 System of Autonomy and Care for Dependent People (SAAD), which expanded publicly funded and universal LTC subsid...

Pep2Net: an integrated peptide knowledge base and cross-attention model for multi-task prediction of peptides

Pep2Net is a multi-label peptide property prediction framework that combines pre-trained ESM-2 protein language model embeddings with handcrafted physicochemical features through cross-attention and low-rank bilinear pooling. This record archives version 1.0.0 of the source code...