Institution
Linköping University
Recent research
- Society & EconomicsOpen access
In Sweden, peak-hour travel demand is ranked as the most important operational cost driver for public transport, linked to school and work hours. Achieving a more balanced demand throughout the day is therefore crucial for resource efficiency and promoting environmentally friendl...
- Health & MedicineOpen access
Abstract Background Despite the high prevalence and clinical significance of emphysema, few genetic risk loci have been consistently replicated. We conducted a genome-wide association study (GWAS) of CT-based emphysema, with a particular focus on non-smoking-related genetic deter...
- Physics & SpaceOpen access
Seed variability and calibrated error bounds for physics-informed conjugate heat transfer surrogates
Physics-informed neural networks are often proposed as fast surrogates for heat transfer problems too expensive to solve inside a design or control loop. Two questionsabout them are rarely answered: how much of the reported accuracy survives a change of random seed, and how large...
- Physics & SpaceOpen access
Seed variability and calibrated error bounds for physics-informed conjugate heat transfer surrogates
Physics-informed neural networks are often proposed as fast surrogates for heat transfer problems too expensive to solve inside a design or control loop. Two questionsabout them are rarely answered: how much of the reported accuracy survives a change of random seed, and how large...
- Health & MedicineOpen access
Objectives Physical activity (PA) is widely recognized as an effective intervention for patients with heart failure (HF). PA leads to significant improvements in outcomes such as aerobic capacity, quality of life, and cardiac function, which are linked to reduced hospitalizations...
- Health & MedicineOpen access
Abstract Objective To investigate the associations of intellectual disability (ID) and psychiatric comorbidities with healthcare utilization and mortality among adolescents with epilepsy. Method A nationwide, population‐based observational study using the data from Swedish nation...
- Health & MedicineOpen access
ABSTRACT Background Due to the deteriorating global security situation, many countries are preparing their health systems for armed conflict. Wartime health care delivery is challenging due to the loss of territorial control and attacks on Emergency Medical Services (EMS). The ob...