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BackgroundSchizophrenia (SCZ) and bipolar disorder (BD) are severe psychotic disorders with overlapping clinical manifestations, leading to high rates of misdiagnosis. This study aims to identify disorder-specific neurophysiological biomarkers using electroencephalography and contrastive machine learning to improve differential diagnosis.MethodsResting-state electroencephalography was recorded from 52 patients with BD, 65 with SCZ, and 75 healthy controls. [...]

ObjectiveEpilepsy is characterized by widespread cortical and subcortical structural alterations beyond the epileptic zone. Importantly, the clinical manifestation of epilepsy, including seizure types, psychiatric comorbidities, and treatment responses, has been shown to differ between sexes. [...]

Garnet-type Li 7 La3 Zr 2 O12 (LLZO) is a promising solid electrolyte for all-solid-state lithium batteries (SSLB). The diffusion ofcobalt (Co) into LLZO in combination with LiCoO 2 (LCO) as the active cathode material (CAM) is widely reported in FAST/SPS-sintered LCO/LLZO composite cathodes, sintered under an argon (Ar) atmosphere, and associated with degradation. [...]

This paper presents our research software engineering (RSE) experiences over two years with libNEGF, a quantum transport code. We describe practical approaches to code quality assurance–including continuous integration, automated testing, and compiler warning correction–and performance engineering through continuous benchmarking. [...]

We are currently witnessing a substantial prevalence of GPU accelerated architectures among the current and future exascale supercomputers. This paradigm shift is now more than ever highlighting the need for a renewed leadership in numerical algebra software. [...]

Materials science is at the crossroad between fundamental and applied sciences. Whether enabling clean energy, next-generation computing, or advanced manufacturing, it shapes the tools we use and the systems we build. [...]